diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 9370ec45..53bab6b5 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "1d9afc99",
+ "id": "c088ec12",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "ff82a7e5",
+ "id": "c8fe2be4",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "0188ec7d",
+ "id": "743f608e",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 354c2ae6..fa1832a5 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "685bedef",
+ "id": "791cbcc9",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "de73648c",
+ "id": "316561d8",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "d92c001d",
+ "id": "567f672f",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index 62197f92..c872ddb5 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "f8ce1018",
+ "id": "65af17b1",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "c986fe0a",
+ "id": "d42ead04",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "5b611fd7",
+ "id": "fe7a00fc",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
index e480f115..4d087ad8 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "2721a7f7",
+ "id": "fee96e1f",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "0a3064fa",
+ "id": "e4284ceb",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "895855c7",
+ "id": "39aba702",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 0d030546..40fe91da 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "7e652475",
+ "id": "fbf46c0c",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "65ca0c15",
+ "id": "6d6db7d1",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "e8836ea2",
+ "id": "307f4f2d",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index df52cde6..fb5e3772 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "c64cc54e",
+ "id": "3552f943",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "e7fb45fc",
+ "id": "08e806f6",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "a8bc5571",
+ "id": "c58d145b",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index f4c57843..16eb5979 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "e5e5ca22",
+ "id": "fc06fe7c",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "004bdef1",
+ "id": "240e9787",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "39793d0a",
+ "id": "8296c5d8",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
index e5476571..31b5a644 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "1f1c6e8b",
+ "id": "b57e07ab",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "85444171",
+ "id": "58270a73",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "8a85a31f",
+ "id": "af4f7656",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 5bab73fb..5c998c1e 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "7aef5cf7",
+ "id": "be36c9ab",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "37436b9b",
+ "id": "090dc38d",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "c71dd325",
+ "id": "e470dc91",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 017e60fc..2cf6500e 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "d8dca870",
+ "id": "f6318eca",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "772e4e1c",
+ "id": "52a7cd55",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "98a5b853",
+ "id": "d899dd4b",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index 807c543b..a24de64d 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "5b193033",
+ "id": "54b614ca",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "4022124e",
+ "id": "5dbcffa4",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "64d2ea7a",
+ "id": "cc7975c2",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
index 7189f21f..e80cf6c1 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "72d62762",
+ "id": "c4f4fcf3",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "d78d3227",
+ "id": "a72511ba",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "9bda948c",
+ "id": "485cb762",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 6be5211a..023a3071 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "3714a84c",
+ "id": "e51a82a2",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "649431ee",
+ "id": "7f4cd42a",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "2d65eec2",
+ "id": "9981df9b",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index d5da5cc4..15ede493 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "c7419134",
+ "id": "948e3ba3",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "0e872c80",
+ "id": "258886a7",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "25e088b3",
+ "id": "68590069",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index 920596c3..69f84253 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "18847f0e",
+ "id": "7df9253b",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "9e9d81f5",
+ "id": "ce8d5db5",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "5adbcda5",
+ "id": "7d86a913",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
index ce829774..ccdaf53f 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "eb3ed0fc",
+ "id": "5fad8ef5",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "d2b83f71",
+ "id": "d15ab2ea",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "d21cf8ff",
+ "id": "6f41aeac",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 69a69767..f7ff8211 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "28a926e5",
+ "id": "196d193b",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "3d94bcbd",
+ "id": "024c5b6b",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "9f707bb5",
+ "id": "1b483ad0",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 71d74f95..d9830bbf 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "10437893",
+ "id": "5461a6c9",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "4ee97101",
+ "id": "78395224",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "c352ec4d",
+ "id": "a6948a79",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index 20ee5ae2..3d6a7518 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "0ab91a55",
+ "id": "5f6265e7",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "f90d7a55",
+ "id": "f72dc979",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "b52adddb",
+ "id": "3b1f8fa3",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
index be3d0a20..00c18034 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "965bc51b",
+ "id": "5bd5f2d6",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "75393425",
+ "id": "e7359592",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "0ac9b715",
+ "id": "003637b0",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 5807c3c3..614e21db 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "62054a30",
+ "id": "5f70c461",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "3cc7bbc0",
+ "id": "1499d473",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "01a5bde5",
+ "id": "8b13be13",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 97de9e67..5c657bcb 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "0e73fe38",
+ "id": "61870466",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "8de41c07",
+ "id": "28979e20",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "f536b59a",
+ "id": "0a6ffa51",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index b982302f..26348a10 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "fdbe74d8",
+ "id": "65d2ea1e",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "d301ceda",
+ "id": "a0b0eab6",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "88f4fe4b",
+ "id": "427cb0ca",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
index 3d8eaaf4..c223df5c 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "8828595b",
+ "id": "d1a06f89",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "348b872c",
+ "id": "bc9bcff6",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "27eb846d",
+ "id": "13d9fb04",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 2a6d75b4..3dd55b31 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "8fbc50d9",
+ "id": "7571bf5a",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "2618c4a2",
+ "id": "b5d4518f",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "d95150f6",
+ "id": "b78285dd",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index ab1800b1..29d623bb 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "04348898",
+ "id": "1dcec44a",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "0dd8a596",
+ "id": "a5dd58e6",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "c264ad69",
+ "id": "31aa7b43",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index 9363752e..61e825fa 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "43b2a035",
+ "id": "4f36c39c",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "3354c6d6",
+ "id": "4dd11dae",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "7b03cb8e",
+ "id": "b60e7431",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
index 09278938..abb3b604 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "5e516911",
+ "id": "82d2b859",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "6d076d8c",
+ "id": "79ffd24d",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "da7a8855",
+ "id": "edf24018",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 44d83fb8..2654ae69 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "3c9b153b",
+ "id": "19c44315",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "c571074f",
+ "id": "da2b3145",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "811de2e1",
+ "id": "68622b23",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index a531ab6c..b099332f 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "a7bbcdf0",
+ "id": "bf039971",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "4ec745ee",
+ "id": "3ddd22d6",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "96a44920",
+ "id": "cb90f665",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index c25b86e6..c787318a 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "121aa494",
+ "id": "cf5fd7e6",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "467fcf59",
+ "id": "54f29f5b",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "e2ab9425",
+ "id": "40f8f49f",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
index 87c2859f..90ad63a2 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "a5411ec9",
+ "id": "945a3dfd",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "c324ec9b",
+ "id": "6c57cda4",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "4f4cdcf4",
+ "id": "3a10ead0",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index b262732b..9bb76c1e 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "2a66104c",
+ "id": "b694a54f",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "eb656b4a",
+ "id": "78c39d08",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "7f1763ac",
+ "id": "42beec32",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 7932e338..313e9b59 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "8702672b",
+ "id": "75c6ff02",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "55a83a2a",
+ "id": "22b8a059",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "c262ba85",
+ "id": "8d081e3e",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index a086c060..a383690f 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "994fb46c",
+ "id": "fb8e8efd",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "2b229dd7",
+ "id": "ae3dd33a",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "a5d67a7e",
+ "id": "3104f7a8",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
index ef70211d..e0ab4756 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "ba0b82d8",
+ "id": "464a6b00",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "e7da66ba",
+ "id": "3c3d4c0b",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "f19e261d",
+ "id": "c0c1b92b",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index a73e8ca9..48f3e59e 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "28b068b6",
+ "id": "c6e9b784",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "610724c2",
+ "id": "0d6b896d",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "857f32a9",
+ "id": "35abb330",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index acf72788..ae0e3827 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "efc2b850",
+ "id": "fafc2a5b",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "de27abcf",
+ "id": "e966898c",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "2685bb40",
+ "id": "e9f92433",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index 6ae2e2c6..7d8fd473 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "2186b2d0",
+ "id": "d05a7d59",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "765977a2",
+ "id": "ed61f47f",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "aa53c241",
+ "id": "d19b9c3c",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
index 4a396bb4..6af73236 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "b5802247",
+ "id": "a9412467",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "8af269a0",
+ "id": "28266d98",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "f6ca60a5",
+ "id": "a4bd266c",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 45018a08..08f6f5cb 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "c995d0ac",
+ "id": "e6a8fb8c",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "53208977",
+ "id": "fd84942c",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "562dfbec",
+ "id": "23c820e6",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index e7225488..27dc661f 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "2e9a1972",
+ "id": "4fc9252e",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "82c01f95",
+ "id": "f30028af",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "e9e0c18a",
+ "id": "de58b37c",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index 6700e402..dc082aef 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "df4b9363",
+ "id": "4a0f5114",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "3abdf7dd",
+ "id": "bf527e32",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "4308b138",
+ "id": "4d5e49db",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
index 180a575d..941fd9c6 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "3724da3c",
+ "id": "d55b62f7",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "b25c3db5",
+ "id": "ba50964a",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "3f052341",
+ "id": "7203eefe",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 05f0f2ee..d777003c 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "a51aba57",
+ "id": "2eb565e7",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "718a4aef",
+ "id": "6af75865",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "bb034286",
+ "id": "bf12ec7d",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 3a4ffd30..53274cb0 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "2dd4e578",
+ "id": "be929405",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "5268cbae",
+ "id": "bda574ff",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "0106319b",
+ "id": "a892b7c4",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index 94b3c684..63c29401 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "0d7fea49",
+ "id": "0d2421e1",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "3502a762",
+ "id": "f2df6c55",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "0aacac8d",
+ "id": "815c6657",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
index 0ec69d24..38f0d8dd 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "d20d5ae7",
+ "id": "a8d89f06",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "91f31385",
+ "id": "08ee036d",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "f4d4239e",
+ "id": "7af0944b",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 39eb4ae0..d8a2489f 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "38cc9823",
+ "id": "398a0c9c",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "3b2afba3",
+ "id": "9a74724a",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "aed6b886",
+ "id": "140607b0",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index f17c83b6..8cd9afbf 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "171aa338",
+ "id": "51cf0aad",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "5b3a8ada",
+ "id": "b09ed408",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "df3c8efe",
+ "id": "d34844b9",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index 44ad7bec..84f9cebe 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "20875895",
+ "id": "23ab16e9",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "bf30c750",
+ "id": "e99b08b4",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "4e7a7094",
+ "id": "06751d28",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
index dd15c2d6..19ef3452 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "323c8cf6",
+ "id": "ec7584c6",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "608c84f9",
+ "id": "8f10f470",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "1dde9868",
+ "id": "3eac4818",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 1ef99789..b38e7b61 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "6fa3db3c",
+ "id": "87307d3d",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "c99d4ecf",
+ "id": "e15989b6",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "8abc3b09",
+ "id": "f01367da",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 5347413b..1d98cbdf 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "0bbdcdd6",
+ "id": "cae0f86d",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "9ddeb76d",
+ "id": "8b017d0f",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "8adeda4c",
+ "id": "053e59c7",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index 91498a38..da3f99c3 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "bac0d3b2",
+ "id": "4be029f3",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "cf91765d",
+ "id": "b3229b81",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "305c1813",
+ "id": "788efa01",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
index 28fe4871..2659cc3c 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "48650f8d",
+ "id": "a47e2ca2",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "8467936f",
+ "id": "8370c42c",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "afca42c9",
+ "id": "5e4d8eec",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 9c2e763d..29f37789 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "e396ef56",
+ "id": "808bac39",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "6c9c0acc",
+ "id": "05cde748",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "9524dba7",
+ "id": "584f9dab",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index d553b41b..d9d14ef2 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "560819e8",
+ "id": "6d939680",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "a5a57dc4",
+ "id": "562c5885",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "87241da5",
+ "id": "910aa560",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index 8a89f63d..f7234f4c 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "d1a3c808",
+ "id": "1a8556fe",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "9b7c0da4",
+ "id": "fd026170",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "1cd96350",
+ "id": "10e41172",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
index c9ed9396..d1146ac8 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "b6e1f285",
+ "id": "687965b8",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "2cf8d01d",
+ "id": "028bbc00",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "05561563",
+ "id": "4afd7e2c",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 4be71a2e..bf0612a0 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "2e1c5f22",
+ "id": "3931eff7",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "7412a4d2",
+ "id": "6f4ed72f",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "9d3c3848",
+ "id": "40b2348b",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index daa65e39..7ea103f5 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "9d67ff1e",
+ "id": "cb9ea869",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "c1a11b06",
+ "id": "084238b7",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "cee91108",
+ "id": "4ec65c05",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index 534a25ce..2806ca94 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "d8e99520",
+ "id": "5fe12ff5",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "6f4e6f0c",
+ "id": "d5959a11",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "2334ed22",
+ "id": "eea278b2",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
index e4172f5f..634adfdd 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "8de43f50",
+ "id": "214915e4",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "4468e92f",
+ "id": "26f012a7",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "03ef5c0e",
+ "id": "002c6ddd",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 89bd27d9..11ce94e3 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "bb246f37",
+ "id": "0b420ef5",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "2a43ab3d",
+ "id": "bfe5f258",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "e3aeeca4",
+ "id": "a1ef560d",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index a7dea5bf..cfde05ba 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "03a0e4f0",
+ "id": "17c67a19",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "4672949b",
+ "id": "6e1ea6e2",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "af1b2cba",
+ "id": "9f3eb769",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index 439eb21b..c8ce3e8a 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "aa682455",
+ "id": "7895abf3",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "ce5f978c",
+ "id": "03232cdb",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "bbedba6b",
+ "id": "286e5047",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
index 8d7d9325..d671de0f 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "b9c29300",
+ "id": "46ed6601",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "41a9edd4",
+ "id": "bda3994f",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "5315f9f2",
+ "id": "2c8e01a9",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index a875b370..400bb046 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "5b3bdbf8",
+ "id": "d8bf5314",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "d85d48f7",
+ "id": "f75eea9e",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "db922c0b",
+ "id": "da4677f9",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index f263cb7d..c51ef52b 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "6e380334",
+ "id": "8dce3f92",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "3cce81bb",
+ "id": "d788575f",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "39153a16",
+ "id": "8f93fe19",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index ae81b126..385b367e 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "c480bc9e",
+ "id": "da0a9989",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "d2ff9a9e",
+ "id": "84278f5e",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "77a506bd",
+ "id": "ae1f0101",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
index a7d11405..677db961 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "32d3b237",
+ "id": "672c5f2b",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "40e3de89",
+ "id": "77a9b9c3",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "f007e570",
+ "id": "69ec7371",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index caca9db5..771f8bb5 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "a2eb7ed8",
+ "id": "c9de6f13",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "467763b2",
+ "id": "0991e032",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "2504fdd5",
+ "id": "cfe0b1ae",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 15a3194b..21ba5c2a 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "9070c03c",
+ "id": "b34aee8b",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "eb7f25f2",
+ "id": "c67968b1",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "83021772",
+ "id": "89eaa33c",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index 2427c934..c7df0fad 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "2daf5e1f",
+ "id": "abab848f",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "2fcae1c4",
+ "id": "0ef8dfcc",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "9fb6daa9",
+ "id": "bbdc5325",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
index a0211d7d..a34589a0 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "8e1dae5a",
+ "id": "ef174fe0",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "98c43103",
+ "id": "d5ca3649",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "79b992be",
+ "id": "095eeb23",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index e04b2b3e..cc3d4d1e 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "e86ef2fc",
+ "id": "7304171c",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "d7714fae",
+ "id": "e1638390",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "ee2dc2f5",
+ "id": "e079789a",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index d2a513b4..a94baec2 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "aafb75ee",
+ "id": "0224f332",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "99bf13dc",
+ "id": "430dabff",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "b5c97685",
+ "id": "036059f7",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index e77ecc8a..b03df157 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "d8f51a68",
+ "id": "8f4c86c3",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "a431dc2d",
+ "id": "1e499eea",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "92e447b6",
+ "id": "519dd96d",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
index 8cca4594..8994894f 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "2a724b31",
+ "id": "f850c9a3",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "0a3e4242",
+ "id": "1778b575",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "6f259503",
+ "id": "582dd51e",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 9838fe5e..2bcec5fd 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "5c6b65a8",
+ "id": "efdea19c",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "b639aa4e",
+ "id": "b51c9831",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "60669c35",
+ "id": "67dc32dc",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 819ce848..f671864e 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "b717316b",
+ "id": "4c1a1815",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "ba5504b3",
+ "id": "046e22e5",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "4804d261",
+ "id": "f7bf1b04",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index 544f6303..c06bd0c8 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "2a0bc9d5",
+ "id": "12e6a331",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "9be8eab3",
+ "id": "9c0820e8",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "c0177744",
+ "id": "da4a54ef",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
index 049c6de9..0e4bf9ca 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "513b0b54",
+ "id": "0690047d",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "30e9e961",
+ "id": "31e56458",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "4bb865f8",
+ "id": "cff563ab",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index a9afca69..1ee5e0b9 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "4ce1b199",
+ "id": "e88c0976",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "31832109",
+ "id": "24fe84d3",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "ddc37be8",
+ "id": "79d28302",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index a368d40b..d19e4400 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "2181d0e0",
+ "id": "7ac34176",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "09dba330",
+ "id": "55aa1dec",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "a24dadf1",
+ "id": "f6477074",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index 316d03e1..49414294 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "cbdc6db2",
+ "id": "72e68cbf",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "81df1a3d",
+ "id": "fccbc2bc",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "bd02c3c3",
+ "id": "a21769a1",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
index b63a12c7..ec206ed0 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "b97e733b",
+ "id": "91af9901",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "7a3ddc21",
+ "id": "c32dbda5",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "f662fa84",
+ "id": "35bf80cf",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index b66170d2..72d4e9df 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "d73f8369",
+ "id": "3d9ecda2",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "b1c8a7dc",
+ "id": "d61bad66",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "d8a6648f",
+ "id": "594dd65d",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index eb413c18..84702d43 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "3cc68e14",
+ "id": "39fdf57b",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "caa2e5ad",
+ "id": "e3bb0b9e",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "4431fb9a",
+ "id": "5c231079",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index ffceff26..c5c0f3b0 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "e665c75e",
+ "id": "65b83037",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "0acb743a",
+ "id": "7f514b81",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "86f1ed16",
+ "id": "c1d506f0",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
index bcf63f71..8f87aaea 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "74fdae75",
+ "id": "74036e53",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "9d1e2b4c",
+ "id": "0632f486",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "71ec6463",
+ "id": "20a722b1",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 495a20f9..96075f2a 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "1c691f10",
+ "id": "96f0f025",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "c57e8b1a",
+ "id": "795e3932",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "4ba12089",
+ "id": "6b3bbc0f",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index c6db4b3a..e1b96460 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "13111b5d",
+ "id": "cab34d18",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "986a614a",
+ "id": "4fff6f55",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "89a9f847",
+ "id": "f416b005",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index 18a48b01..0d6dd1cd 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "851ef526",
+ "id": "a4f44046",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "aad19f5f",
+ "id": "b1dceded",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "14227a7a",
+ "id": "8d99577b",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
index 31e2aa4b..d73c0a3a 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "5af76cc5",
+ "id": "fe7cbbef",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "4f3cb82a",
+ "id": "6b48532f",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "3f0263bd",
+ "id": "1e4be176",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 2453699c..1432beb1 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "f0e5e911",
+ "id": "1fc6155e",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "4f2cb774",
+ "id": "5f47fe35",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "fe7fd463",
+ "id": "40158002",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index c614ba19..1e76a9c9 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "dfc0c83c",
+ "id": "46ddf557",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "07ceaed1",
+ "id": "4cfbc389",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "7615a75f",
+ "id": "118e2a94",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index 9d65e32e..13bbf846 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "38ba7aee",
+ "id": "7fa4b379",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "37abf411",
+ "id": "38bcb279",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "45c948f5",
+ "id": "88df9954",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
index ce3f7398..ad305766 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "6065e95f",
+ "id": "96ff1546",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "31302105",
+ "id": "08f41971",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "1e217522",
+ "id": "2e760825",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index afd3c6f6..3a54131a 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "499da6a1",
+ "id": "5f0e1d99",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "85cc0fdc",
+ "id": "e6b9e373",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "058459b7",
+ "id": "81cedaee",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 10cbf272..666e24bb 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "be016a6f",
+ "id": "2d4dd1f7",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "4b4598c2",
+ "id": "2aad4925",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "91ff6805",
+ "id": "68ac6691",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index 4e2de8a2..f78ed077 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "f63f799d",
+ "id": "532ee8f8",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "f6026d79",
+ "id": "5b91487a",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "b164f6cc",
+ "id": "96d181ef",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
index d2b8fc21..bbe03414 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "446b9f8c",
+ "id": "717a00ce",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "4794f1a5",
+ "id": "3de27299",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "61224032",
+ "id": "824711ff",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 4d17d92b..838f1a7c 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "9326d4dd",
+ "id": "fbfc6044",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "37d9905b",
+ "id": "ade3c5d1",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "84f3e9c8",
+ "id": "af96cef5",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 464821ac..d1565919 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "91487d37",
+ "id": "9b86aac4",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "dd2556b9",
+ "id": "096d2948",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "8fc1ebd0",
+ "id": "aab586be",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index b7014277..74ae10c5 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "9840d544",
+ "id": "243222c5",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "cc23647f",
+ "id": "7543139d",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "3ea2906f",
+ "id": "70ba5f5b",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
index f3372b66..d1cc4798 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "a9ae50d0",
+ "id": "deab3c44",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "97b37f1a",
+ "id": "2dfda8df",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "421abd8c",
+ "id": "a27faf83",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 16cdd073..72030611 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "276314ce",
+ "id": "84a41b68",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "2fe26527",
+ "id": "9acbba52",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "15eb51a7",
+ "id": "4a0d83c0",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index ec92a40c..8b1acccc 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "25aadc8a",
+ "id": "6ea8822a",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "64c607fc",
+ "id": "cc0e58dd",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "8b34ef2a",
+ "id": "8016fc88",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index 854ed6a0..7a2efada 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "abb8f5b3",
+ "id": "2231f916",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "b2918fbf",
+ "id": "fe14827c",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "22ebe930",
+ "id": "ebb21097",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
index abb2d3e2..c491cea3 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "3db63c12",
+ "id": "f8ddafb5",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "544aba0e",
+ "id": "8238568d",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "06508634",
+ "id": "d389a86c",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 5d504e34..9f5f74d5 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "0e6fc586",
+ "id": "f6f1b72a",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "4f3f3d73",
+ "id": "a5a92b8a",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "ab728f8d",
+ "id": "77f42933",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 4a03e259..b6eccc86 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "07c84602",
+ "id": "7b3e6ec9",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "88207388",
+ "id": "37a81ca1",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "a5dd03f5",
+ "id": "cf8aaff3",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index d7aee21c..c285e221 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "5989eabb",
+ "id": "df324b6a",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "d8f33ebc",
+ "id": "5c89375c",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "a28e3e57",
+ "id": "bb998895",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
index 9dc7a2c9..95b7766c 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "02929bc4",
+ "id": "8d7fd747",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "1d795f71",
+ "id": "51b4a435",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "f10c10e2",
+ "id": "2e22d256",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index b4f4de1c..7ea0f17a 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "202e8cb2",
+ "id": "d9e27829",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "995a833d",
+ "id": "1bbb2311",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "5699b039",
+ "id": "2b24bd30",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index a9fc1c41..c0034f9f 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "36367f71",
+ "id": "1044cabf",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "5a702e8a",
+ "id": "ed3de644",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "c869eb08",
+ "id": "3076619f",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index fe944391..e56cdd20 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "f7557ffa",
+ "id": "1b6b0645",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "d0ff81a4",
+ "id": "6f733db4",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "72c67d72",
+ "id": "cdd8401d",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
index 53eff493..03443465 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "38d3fa52",
+ "id": "19a9d466",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "ddc6e81e",
+ "id": "a66b9868",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "6987ad41",
+ "id": "d6abd131",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index f81e8490..d6fc1df5 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "2bbf51b1",
+ "id": "8a27c736",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "af896806",
+ "id": "d48b60af",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "31543efe",
+ "id": "07ac07fb",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 3e8c43e5..9857b0c4 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "0329b2aa",
+ "id": "8cca1fb2",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "728c198c",
+ "id": "3517f6aa",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "b4812104",
+ "id": "9a8ca7df",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index e5da02c2..22447485 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "1c027a8f",
+ "id": "c4e127c1",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "8cc59c7f",
+ "id": "b31475c8",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "4d7395a8",
+ "id": "ae660bef",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
index dbafcfb8..d736d754 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "ead121cf",
+ "id": "efa14881",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "858d372b",
+ "id": "6a744cd6",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "88041f59",
+ "id": "9981e168",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index f577aa88..bcfbb86b 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "4a6b77b5",
+ "id": "d630cde6",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "d638f272",
+ "id": "13ac6857",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "516f9e72",
+ "id": "981ab17a",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index aab79d33..534f180f 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "78ff2ff5",
+ "id": "ef745632",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "330d6367",
+ "id": "94cdd668",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "14af5203",
+ "id": "55418350",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index 071c7d6c..8160503c 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "c7a31ada",
+ "id": "c09df674",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "b4933c24",
+ "id": "e1d3ff52",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "157d44d2",
+ "id": "e82e3175",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
index 1eaf9af1..e30def10 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "315fce3f",
+ "id": "0dc03fad",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "7ed0e2c6",
+ "id": "79c4f639",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "650bd99a",
+ "id": "b8ac453c",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 6bedb209..ce9439c2 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "71a289d0",
+ "id": "f61ba511",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "31362b08",
+ "id": "36a978b7",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "e8a6f6f4",
+ "id": "d38a95b8",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 580e0990..3c319a33 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "6a8ace8f",
+ "id": "781b0b3d",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "3b1cb208",
+ "id": "34e8706c",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "c4a363e8",
+ "id": "51b8af79",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index 4902655d..b73d95f1 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "205aa3a4",
+ "id": "7bada0d9",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "fa86f7cb",
+ "id": "8fb099f8",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "00bdf260",
+ "id": "d975cb22",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
index 08f780d0..70cb39c5 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "1f1587fa",
+ "id": "a614bfaa",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "4a997df8",
+ "id": "68fd8aa8",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "c24be8ae",
+ "id": "48f6b892",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 1850fbd9..3d5ed15a 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "5ffa1eeb",
+ "id": "9d0ecb1b",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "9e1b6f92",
+ "id": "de84921f",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "e7a9df55",
+ "id": "132af9bf",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 22bf5f6b..5aaf062f 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "f7cb78fa",
+ "id": "0aa2d0e3",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "f542063f",
+ "id": "599a8909",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "5cd4ec94",
+ "id": "2efdae45",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index c5303231..5126ce6a 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "bfc58434",
+ "id": "b413184e",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "ea398aaf",
+ "id": "06159960",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "91e63f3a",
+ "id": "e2f681a7",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
index 9266b245..40fce62b 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "1a765b8c",
+ "id": "1f528795",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "e86cd81f",
+ "id": "83eb9175",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "bb258ee9",
+ "id": "c9b3ddc7",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index b2e95c8e..a7c47566 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "afccf39a",
+ "id": "1ab977e9",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "cf42b583",
+ "id": "be157f98",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "8d612c9f",
+ "id": "2a1650ec",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 7235d4ac..43fe57c2 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "d1f5ab16",
+ "id": "f5283c8e",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "c5b0e714",
+ "id": "8a8cb72c",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "17f4b244",
+ "id": "ec30af2b",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index 1b1007d5..020ac5b1 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "6ed4737c",
+ "id": "c268b2cc",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "0fa37d8d",
+ "id": "0f98be57",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "46c965c5",
+ "id": "0f3f72bc",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
index b3296781..0cf18cbc 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "51bb067c",
+ "id": "fd0f7967",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "0b6e5995",
+ "id": "2ab17ff9",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "fe75c079",
+ "id": "b0c807f0",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 20c8d16b..d6f6919d 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "b51712e7",
+ "id": "7493bdfa",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "588815ed",
+ "id": "c1d7dd83",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "4fa307d5",
+ "id": "3f3c36f8",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index b0cea7a9..c110f46e 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "f3ce80de",
+ "id": "9edbded3",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "efe6f811",
+ "id": "3cf77e78",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "370fb0ba",
+ "id": "6a8c50b3",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index f82b1ba7..38b1294a 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "19a4e4a9",
+ "id": "f29975e8",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "079a7432",
+ "id": "5893a901",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "189f44ab",
+ "id": "268bbad2",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
index 348db901..7a6600ec 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "811f4f1b",
+ "id": "a33ce7b4",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "96749725",
+ "id": "c69ecd94",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "6f7bed95",
+ "id": "37e88868",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index bf83816d..7f490b14 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "4acafdf9",
+ "id": "180a3dfc",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "5f0c3460",
+ "id": "a3b61300",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "0a7884cc",
+ "id": "4d42ad0f",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 9b7ac53b..4160dd6b 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "96bf54a5",
+ "id": "e0f0804d",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "15a15030",
+ "id": "93686d80",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "504a8475",
+ "id": "e7038186",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index 0175ecd5..5fb2581f 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "d45e64ac",
+ "id": "0d5b7f47",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "0b3aa1f5",
+ "id": "ca6635e2",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "41c2a5b7",
+ "id": "89012446",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
index ae480d54..4b554b93 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "23bad14c",
+ "id": "c9a05133",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "40fbd347",
+ "id": "04014084",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "b8820afd",
+ "id": "a14af5c5",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 45b45ef4..eff94780 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "57d67827",
+ "id": "7d4ba32f",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "a60faf65",
+ "id": "69d36b65",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "d4e26365",
+ "id": "423ab264",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 22de39f5..3edda625 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "12d164b7",
+ "id": "9a86c1b2",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "edbf86db",
+ "id": "021ed4c6",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "119d930d",
+ "id": "cc02d50b",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index f38c655b..a2a13f21 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "ca8196f6",
+ "id": "8459aebd",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "9eec0c08",
+ "id": "2c18ff8c",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "01f945cd",
+ "id": "422b55b4",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
index fad44a22..c9fd5099 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "f08ae2c5",
+ "id": "866957e1",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "9155d947",
+ "id": "feaf7205",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "e315c313",
+ "id": "358844b5",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 80f0fa85..b37ff6c4 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "f45c83fa",
+ "id": "5ad9c21a",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "411b55b3",
+ "id": "38c15771",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "8360cb4e",
+ "id": "9137d8c5",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 330221a2..99cc10e8 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "c0b62cbe",
+ "id": "1b38d7e8",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "21ed8e6f",
+ "id": "106f4a07",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "87487654",
+ "id": "7df1c2bf",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index 45360976..2e617ba9 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "2b8e8ef9",
+ "id": "b687a252",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "f9a105bd",
+ "id": "7dc3346a",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "eaced514",
+ "id": "dcff026e",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
index e417debd..69214520 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "e539f142",
+ "id": "781e469c",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "7223b2aa",
+ "id": "c2b4090b",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "c795a4de",
+ "id": "cea2fe6a",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index b30373e4..2bf8508d 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "37438845",
+ "id": "b85adc5f",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "6b498bce",
+ "id": "39524db4",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "c2832f24",
+ "id": "e55b8f64",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 3c4d7cae..1b91312f 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "a45ed349",
+ "id": "f1a97730",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "0cb4f4f6",
+ "id": "a3cb270e",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "fd1b77a1",
+ "id": "edb809da",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index 06d2cab1..59f9ba60 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "da985cc6",
+ "id": "3b40c543",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "193d87ba",
+ "id": "d1972ea1",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "4df2def0",
+ "id": "6476ca3c",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
index 1165ee2a..5c524f7c 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "2a6f4bb4",
+ "id": "6ce71f7a",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "2ceeada4",
+ "id": "50057f22",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "fd0654b9",
+ "id": "babfae3c",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index b631ad24..b043fd6a 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "e0783d16",
+ "id": "2fa25d59",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "7234fbf0",
+ "id": "38a2054e",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "f2b49d44",
+ "id": "795ce6e6",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 67b40822..44395143 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "b848a4c6",
+ "id": "fbf52844",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "1c502b91",
+ "id": "1a094a41",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "345ffb61",
+ "id": "ab3aaa2c",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index 34246620..f8ee88dc 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "0d306e16",
+ "id": "f4fc0840",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "05f82308",
+ "id": "3fd23c81",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "1a5388a5",
+ "id": "41eb8548",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
index 96fee7b3..8f637816 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "acc84f34",
+ "id": "133f1ba9",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "91461e51",
+ "id": "248ca314",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "8b4ada1d",
+ "id": "e20138ce",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index e47416ee..49b73d9a 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "a7fd3483",
+ "id": "034b9639",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "d42adcdc",
+ "id": "d5564265",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "8d36a515",
+ "id": "f54e971b",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 9a761748..355fb6e7 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "1b5d644b",
+ "id": "d2d88b12",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "ed0fef79",
+ "id": "ba83309e",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "09fdba05",
+ "id": "4e7c90e0",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index 8e370f12..14858edf 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "2bcace13",
+ "id": "8e0627c8",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "dc6342ce",
+ "id": "79b0067b",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "7624407d",
+ "id": "0959df91",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
index 9ebcde7c..72b7baa2 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "074cdd7c",
+ "id": "028ceec9",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "000c0120",
+ "id": "6d803232",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "2e0c6f34",
+ "id": "7a598b4a",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index d946dd4a..1294f820 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "32843508",
+ "id": "14b553db",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "2564549f",
+ "id": "b9929b2b",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "e1cfb98a",
+ "id": "f518887e",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index dee74393..71cf06ca 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "9d9ce47a",
+ "id": "3087f151",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "5d63f834",
+ "id": "4785897e",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "a7dadfc9",
+ "id": "dd6da424",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index e6023b7f..99104bbf 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "666cd6a3",
+ "id": "5d692ab9",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "9d41915a",
+ "id": "1e4ba90b",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "502b9bd3",
+ "id": "1d23a240",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
index 84c7648b..34edde2d 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "779995c8",
+ "id": "ee9f1c37",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "71c384a3",
+ "id": "52ac7b1c",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "c40bab34",
+ "id": "de7214a1",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index cc617951..a13a1a4a 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "e76c8244",
+ "id": "3b91143b",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "2794556f",
+ "id": "e301990c",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "6a2cd13f",
+ "id": "74a2a511",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 9385e521..eb9bbb06 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "bacd1725",
+ "id": "f1618dda",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "bd31220b",
+ "id": "07dbf89f",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "45ab2d76",
+ "id": "db472262",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index d59ba6a8..9b631406 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "5a975836",
+ "id": "6c0a11b1",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "f08a88e4",
+ "id": "750d74b4",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "07d5f533",
+ "id": "f72b237c",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
index 6f22bf39..c0031590 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "3199f19d",
+ "id": "de80d581",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "8f49fdb7",
+ "id": "02d6be8f",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "8a203c53",
+ "id": "b959fe4c",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 679bc53d..4869146d 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "ba304ec4",
+ "id": "799a12d8",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "2a6ef45f",
+ "id": "4275ce15",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "b20f78f2",
+ "id": "e009d5a9",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 044fdd26..e3dc4b01 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "763222e1",
+ "id": "75f38a89",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "aa309010",
+ "id": "4499ada2",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "cc9202fd",
+ "id": "85497d49",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index d123ee12..741841ab 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "254a380c",
+ "id": "47da89e3",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "ec36194c",
+ "id": "71015dcb",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "677da34d",
+ "id": "31a04c7e",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
index 13930839..3a047397 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "6861151d",
+ "id": "67e25a46",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "a8ba3bf4",
+ "id": "c3fc98ae",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "392960a0",
+ "id": "c68db885",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index bb7e7c01..cc859609 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "6b2355e1",
+ "id": "3018d4fb",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "27c60ad6",
+ "id": "9be7c585",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "c5d62ff3",
+ "id": "75246195",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index e3997a74..4f754ae9 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "9cdf7a52",
+ "id": "6ed76f57",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "7b85203b",
+ "id": "a5ba942a",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "883e7fa5",
+ "id": "a29345cf",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index 3df96c4e..3225a2bd 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "e13e8b6f",
+ "id": "47a6a1d4",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "85d08740",
+ "id": "424142e3",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "492c4b05",
+ "id": "e6e1eab7",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
index 91c40fac..836488f2 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "73015554",
+ "id": "5a4d9bd3",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "2e1cdb82",
+ "id": "a63fb734",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "8a638586",
+ "id": "5bff34f1",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index af9dc254..ba9e089e 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "a9e280f8",
+ "id": "599912c7",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "f12dbe3a",
+ "id": "a78f935c",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "c5c3d679",
+ "id": "d036856f",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index b795f664..d49b7bec 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "13e1d2b8",
+ "id": "03dfe9d4",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "eaf584eb",
+ "id": "b64d6ecb",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "0a1b3faa",
+ "id": "ddc1dbc6",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index 3736fdca..c2d3c540 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "d4c4520a",
+ "id": "d0759dfd",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "2737181d",
+ "id": "d6b3fd4a",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "3937936e",
+ "id": "ab4ea936",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
index 79d91884..0506de4a 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "a1484489",
+ "id": "4d1b3f89",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "3691a69a",
+ "id": "1299905c",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "4ce658aa",
+ "id": "fd054f2e",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 5eb2d4cf..97e3c748 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "6adce79e",
+ "id": "f5467986",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "f089d061",
+ "id": "d6a53978",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "e74f697e",
+ "id": "d2194e8c",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index b71f9d4a..6262493f 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "823b91cb",
+ "id": "452847f0",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "0b19fde5",
+ "id": "716e4aaf",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "5f10b09d",
+ "id": "0bfef68d",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index 9cc0f46b..53548131 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "e9dfbdd2",
+ "id": "ab1a72ae",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "5bf4ffae",
+ "id": "be623f75",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "96437738",
+ "id": "bbf62f02",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
index 7bcb2cab..142aa25c 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "03825deb",
+ "id": "e6a6168b",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "8680a11d",
+ "id": "2f6f875d",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "61b0e70c",
+ "id": "47f0bc8e",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index f250d34f..503190d6 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "8f3330db",
+ "id": "23a15d46",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "91596106",
+ "id": "8e1e2289",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "9777d6b6",
+ "id": "ad076854",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 8b58a01d..66c4d091 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "66f4669b",
+ "id": "2fe055fb",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "e3230a0e",
+ "id": "9ea5ee66",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "9c3f6117",
+ "id": "e1acd72e",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index e898b427..3d28dad8 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "32e7cdad",
+ "id": "911ab7f8",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "a164f09b",
+ "id": "deed2abf",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "ef2ee1d2",
+ "id": "84d7e49d",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
index 3552e765..f81dae6a 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "496755a9",
+ "id": "1cc6d594",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "c538fb5c",
+ "id": "80b60752",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "684daf56",
+ "id": "a769d03f",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 4c7dc242..973302cf 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "469629ca",
+ "id": "ecc8ac0b",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "c7acb4a9",
+ "id": "65d094fa",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "87883f72",
+ "id": "1d52c7c4",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 3e455322..ee5af8f0 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "b52f0210",
+ "id": "e4e5fe5b",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "17b98e53",
+ "id": "c887b950",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "9c4c3668",
+ "id": "e2fe55b5",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index 21dab1df..cca78efd 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "0cf63369",
+ "id": "7a905f8e",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "3923cf7c",
+ "id": "3d53c4dc",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "395bc20f",
+ "id": "fd4962ac",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
index 2d3fccc1..1047003d 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "ea262d1d",
+ "id": "aaf81dae",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "47681c21",
+ "id": "142c0fdf",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "e8734bd5",
+ "id": "253c615a",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 6ba29f49..be76f9f5 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "72a0ce29",
+ "id": "ca0d751b",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "6e926176",
+ "id": "0e069045",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "11d7ac4b",
+ "id": "7eee0b99",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index fa45c31c..0bd2c94b 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "39554c8f",
+ "id": "ac77e4f5",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "4d7669b8",
+ "id": "52b60650",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "aa1c4018",
+ "id": "c9f87837",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index 36a068e1..f5a361c5 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "c5a3a4b2",
+ "id": "11d8b2d2",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "fd26ad81",
+ "id": "e2de235a",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "2b384b57",
+ "id": "cd11b358",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
index 0ac5dc9a..7d313de1 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "efe7497e",
+ "id": "5a19a008",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "04506132",
+ "id": "d993d19c",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "ebf4e83a",
+ "id": "51e14740",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index db9ef651..6f4fe0bf 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "189cb927",
+ "id": "b6d39936",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "b4a9896a",
+ "id": "d0401e8c",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "a9849c02",
+ "id": "80b638f1",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 058afac7..b013fe29 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "401b5548",
+ "id": "77f10b05",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "f020e7ef",
+ "id": "b3e1b452",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "7ec8155f",
+ "id": "838b8e3b",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index eebb89e7..3320d0bf 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "56bcf9c2",
+ "id": "572cfa94",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "3602574c",
+ "id": "a0094d8d",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "ccacba03",
+ "id": "93a92015",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
index de69e04f..d1a63a65 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "5e956ea8",
+ "id": "2c7d85ae",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "5f15545b",
+ "id": "264137a9",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "9f71e7bd",
+ "id": "fea14af8",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index f3c9eddb..06814514 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "84023b63",
+ "id": "0a29cb3a",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "bc765a1d",
+ "id": "bea36764",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "1ce11195",
+ "id": "6b7073d3",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 2853f98a..d295ba37 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "d85b5d1b",
+ "id": "d4457150",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "5f8f5ea2",
+ "id": "3d20000d",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "e45f8eda",
+ "id": "34ea882e",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index 34ac84da..26b49f98 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "a3561e31",
+ "id": "17584b0d",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "46d1dcc1",
+ "id": "7cbf659a",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "e8a24e9b",
+ "id": "6484cf00",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
index b90facb6..69fdc4f9 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "1dce440c",
+ "id": "78fb3138",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "c89502e6",
+ "id": "daaada4b",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "2d96fda2",
+ "id": "26fe341b",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index ac95067a..569cde69 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "59fb4e5d",
+ "id": "797bd1e1",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "ce310bb4",
+ "id": "a3741c09",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "6735be6f",
+ "id": "2f9a4fa0",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 9ad83e55..d278a3d3 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "6592631d",
+ "id": "42460ad3",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "73b2b1fd",
+ "id": "afd36c63",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "82bacb28",
+ "id": "74e5ee97",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index b96e16ce..0237335a 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "874ef82e",
+ "id": "8d97d40d",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "63461dad",
+ "id": "ece7d818",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "1fe51359",
+ "id": "1f05b836",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
index 7c0dfef0..f463a4b7 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "adced3dd",
+ "id": "230e4113",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "05e2e7d3",
+ "id": "28e842e6",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "52c395d0",
+ "id": "96fe7dcb",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index a256bcf3..0b685414 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "09dad46b",
+ "id": "5d4d2037",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "d049e08f",
+ "id": "a11bd1c2",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "71203e04",
+ "id": "250fe713",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 8d6eee2c..eb000f25 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "80c7225c",
+ "id": "c0a7988d",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "66612921",
+ "id": "b18e42b5",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "8607a3df",
+ "id": "bea33de2",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index 1bdebf24..57e445c4 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "2ac3bd88",
+ "id": "a342dfcf",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "c86531c0",
+ "id": "84a63839",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "41fd1938",
+ "id": "abe11396",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
index 978118cd..975f35e9 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "b72511a4",
+ "id": "91ae2bc4",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "b1ccdc93",
+ "id": "2875a29e",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "59a09bca",
+ "id": "d07e3d74",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index c9075446..4cf1408a 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "928e3a44",
+ "id": "777be3a6",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "73740fa0",
+ "id": "9eef3322",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "d5e49f23",
+ "id": "9563a23e",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 9f968200..3d22f29e 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "a7ce8c0c",
+ "id": "cbfa4c4b",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "de955aea",
+ "id": "3a170ecd",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "20b8e6a6",
+ "id": "44a39024",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index f362e17f..69f4008c 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "1d52989c",
+ "id": "2f14d0d9",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "c7379db0",
+ "id": "270e2133",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "099211d6",
+ "id": "27c46bfb",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
index 734cc38a..ca1042c7 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "7ee53801",
+ "id": "74d1eb17",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "65e70f33",
+ "id": "189a3410",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "209b56cb",
+ "id": "344f2474",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index b71696c9..fa599508 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "82b7ee5a",
+ "id": "92772d39",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "91126406",
+ "id": "c19d8f80",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "448b5052",
+ "id": "2728af3d",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 83aa2045..47e9ceb7 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "5daacc84",
+ "id": "355e811b",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "bdce1135",
+ "id": "ef86dd4e",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "1e9d7030",
+ "id": "74cfb570",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index 5d9b4e91..5b73d71e 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "fbfc9424",
+ "id": "10815eeb",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "b45cd61a",
+ "id": "64b54d10",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "b1e819a4",
+ "id": "0153f285",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
index 84b776ef..5ba41bbe 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "3c42b1fb",
+ "id": "72fb24a7",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "d9ec4e5a",
+ "id": "44b4a065",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "84660cb0",
+ "id": "97f613c5",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 5c5258d4..631b5772 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "c72d59fa",
+ "id": "d85df9ec",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "adeab3d5",
+ "id": "17efad22",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "3bf16d88",
+ "id": "f9351f70",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index c0f58132..432c0afd 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "3c44e24d",
+ "id": "2a43a411",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "909e9da1",
+ "id": "71831512",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "2bffff67",
+ "id": "c8fb5526",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index fdb52b44..ff82582e 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "a48d5fef",
+ "id": "e0168301",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "280af432",
+ "id": "fcca6346",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "20122d3e",
+ "id": "537fa75c",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
index 032cd253..7304af47 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "e05912a3",
+ "id": "b2fd5c73",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "789ff19e",
+ "id": "7673b7dd",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "1b910e20",
+ "id": "ccb7ea16",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 75ff8055..f96b1f21 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "8eae67c9",
+ "id": "e001e6a8",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "f43218b8",
+ "id": "a2a2d6a4",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "2c253abc",
+ "id": "3d40c512",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 9be4fac0..52ac1e4c 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "da49eeca",
+ "id": "8a8906d3",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "4d35b92d",
+ "id": "c8b7da58",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "cec2fe4f",
+ "id": "64f820b8",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index d57828d9..cabefe57 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "720c1aa6",
+ "id": "b2bb0b91",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "90a0a962",
+ "id": "cf99750f",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "cfbda2b1",
+ "id": "2d5855b4",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
index 111224a6..80d0fe6f 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "a2fe4f39",
+ "id": "810c594e",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "9863ac09",
+ "id": "4b7d96b5",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "c55c892d",
+ "id": "0b586a6f",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 77d4660e..b13158da 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "a29d5be9",
+ "id": "726540cf",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "085be7fa",
+ "id": "c33483d6",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "110c0377",
+ "id": "9f9a4ebc",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index d6b3e088..8a1acfc5 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "cada6918",
+ "id": "0e929af7",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "f8f30c11",
+ "id": "0f15df75",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "bafdb42d",
+ "id": "7a12cddd",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index c2f498b1..9882189c 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "0b3be3e0",
+ "id": "6a0cc937",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "9ef96f9c",
+ "id": "511842ad",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "4006e087",
+ "id": "dfb84cdc",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
index 58633fbc..01abc8bb 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "4bc77fcc",
+ "id": "cfa88785",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "8772d578",
+ "id": "7a9972d7",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "951f6e53",
+ "id": "db4b186d",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 2dddd7a7..cb7dd39b 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "2009b8a2",
+ "id": "3239f56d",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "548d2eeb",
+ "id": "98b5ce7f",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "cb77a4b3",
+ "id": "00f02613",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index cfc7b75b..c1d050f7 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "b234ab75",
+ "id": "7cda5b47",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "b830de6f",
+ "id": "594d8a29",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "a828bd4a",
+ "id": "f8b0bab2",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index 1c0b319d..d91e7371 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "fac8dca1",
+ "id": "b858eb68",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "37983925",
+ "id": "da8fe42e",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "95426eee",
+ "id": "c7fe840e",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
index c924bae4..899195a5 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "cbfdb56c",
+ "id": "d0a45962",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "72e0b29e",
+ "id": "7c8e71a3",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "cff68ab4",
+ "id": "25c84ddf",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index af5cf5f6..cf6127fb 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "bdedd93e",
+ "id": "bcf0cb34",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "6afc3e47",
+ "id": "ca77b94d",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "b4e7685c",
+ "id": "55a8d8f9",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 15b6f760..1795a576 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "f2cac4ed",
+ "id": "297fb0b8",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "00ea471f",
+ "id": "5b9bcfc1",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "85e9e87d",
+ "id": "8fa4b2a2",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index 510e6a43..7a1e0e04 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "f77f1e61",
+ "id": "23bd011d",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "a2f7ab03",
+ "id": "14d2c9ce",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "61b0e073",
+ "id": "825a0299",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
index b207710d..0e6f3e90 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "0a0d29a1",
+ "id": "bba80c44",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "c03938b9",
+ "id": "7dc097d3",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "e4196922",
+ "id": "fc6a361c",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 54c284fa..698b8343 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "22776965",
+ "id": "75dd0103",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "16edf052",
+ "id": "304825d6",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "0fe5d8c9",
+ "id": "0c86339b",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 8cfb939d..e679afeb 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "fd255e81",
+ "id": "010bcff2",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "0c63ecf4",
+ "id": "73d9b303",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "6e34f5a4",
+ "id": "0fc0816f",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index ab56c6e5..f69a8cab 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "19b9ebd4",
+ "id": "87633fdd",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "c918f45b",
+ "id": "dc594be9",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "65f89d04",
+ "id": "c01aa3c6",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
index 2801bb32..16727a03 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "48f07d5f",
+ "id": "c219a528",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "cbcba6ba",
+ "id": "dfbaa729",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "b3bdeb5c",
+ "id": "166bc159",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 7a2a0c83..af90960e 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "9d20ca96",
+ "id": "7eaa3b3b",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "90bde699",
+ "id": "97c12350",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "293ae9af",
+ "id": "e79ce1be",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 0f453298..0f71937e 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "ef81744e",
+ "id": "49d5863c",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "4310c87d",
+ "id": "5949c424",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "f31c0538",
+ "id": "7ab8f607",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index 5a4a7ce8..1d40e018 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "074047ad",
+ "id": "f77def00",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "c5aacd59",
+ "id": "12df5bba",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "399c7523",
+ "id": "748be247",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
index e1d14715..01d74633 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "b0bed02b",
+ "id": "804df0d4",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "3071cef5",
+ "id": "4ba48353",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "d0bea82e",
+ "id": "2d82b5bd",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 04dcf648..40fec2c1 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "ac402f4a",
+ "id": "2953fe4b",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "a283ad50",
+ "id": "d796af97",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "3c5fdc2d",
+ "id": "2f64ba34",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index acf1c052..aa1cd7e3 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "400508cf",
+ "id": "7aaafc37",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "c20aaaa0",
+ "id": "c7a8bc0b",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "2af0455d",
+ "id": "43b49f60",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index 61405f03..b3533c01 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "1ae4ae63",
+ "id": "b22861d3",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "a2727c6b",
+ "id": "ba7d7777",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "78ed8a77",
+ "id": "a9f8fdf9",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
index d742cde8..0626aa92 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "8a6f87a1",
+ "id": "ac357298",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "6d66fcb0",
+ "id": "859fd52d",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "a29b5e18",
+ "id": "9c331726",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 14449936..f902259b 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "a83123d6",
+ "id": "993fb055",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "3122e060",
+ "id": "d248a86d",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "7587dc74",
+ "id": "d60cf612",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 6be0605e..5a4192fe 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "9004bba8",
+ "id": "8ce70ee1",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "4207bf3d",
+ "id": "e4cc892a",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "d5171c9e",
+ "id": "c8285027",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index 73b1faf3..5e4aa8ca 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "44ab54cc",
+ "id": "0bda0bc4",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "9717de3e",
+ "id": "21531299",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "d614d405",
+ "id": "3599e037",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
index c689faab..9d795d98 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "f38d350c",
+ "id": "821f45a2",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "25f86018",
+ "id": "ed1d7f46",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "11e2bbb7",
+ "id": "0dba0763",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 09b280cc..35daf9c7 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "1a6d9d8c",
+ "id": "019967b8",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "837c30f3",
+ "id": "54bc6162",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "1bb83a79",
+ "id": "ea23debd",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index c171d310..041db660 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "50100bb6",
+ "id": "2c33a711",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "49d6ceb7",
+ "id": "e7fdaf87",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "80436ae7",
+ "id": "17fef241",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index 0dbc0dd4..e37b94b5 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "abcf1771",
+ "id": "5452956e",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "adaf53be",
+ "id": "d9ca81d5",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "0c2fa9c9",
+ "id": "87b73aaf",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
index 7c46d089..caa50b5f 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "3eac45d4",
+ "id": "2ee88083",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "26a07774",
+ "id": "f6815c29",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "67f0ae6f",
+ "id": "14d29d16",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index b87ba46b..adeb509e 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "f2fac60a",
+ "id": "737e7281",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "ef9cce2c",
+ "id": "cdef0631",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "c1f5c1fb",
+ "id": "257fb9cc",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 0a584b45..f80a688f 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "9d0e202a",
+ "id": "dd65c323",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "a632c8a4",
+ "id": "4502859c",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "872fd948",
+ "id": "ce183b08",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index 80572ccb..0a65c8c0 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "7d0ab05c",
+ "id": "da14f92e",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "1f335533",
+ "id": "87cf01c5",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "f91bb02c",
+ "id": "4699e2d9",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
index 7403339f..3acce691 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "373ce97d",
+ "id": "2fd1c7a2",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "b45f90fc",
+ "id": "c1fb72e9",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "401a9553",
+ "id": "fb0fe25a",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index ebee300a..9c319136 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "1202f100",
+ "id": "16c37278",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "ffe36873",
+ "id": "ed037bce",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "c0a1ff2e",
+ "id": "7b5c4481",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 28e7c432..0df32521 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "d583f4c5",
+ "id": "2652fd4b",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "098c0a2a",
+ "id": "a159630c",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "94440aca",
+ "id": "3eba0b9c",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index 1b29554c..1c61e14e 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "4bfe5a00",
+ "id": "8408d204",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "8892dd19",
+ "id": "4eff3657",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "610cc0a4",
+ "id": "c856d280",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
index 94fd6f83..9cdbf266 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "e5c854d3",
+ "id": "73bbc118",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "bee1aa03",
+ "id": "c44c8c5a",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "e594a601",
+ "id": "c03e2ee9",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index a3c29de4..c6e67d68 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "fa7aeb78",
+ "id": "85c977ac",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "f39aea94",
+ "id": "738bf5f0",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "3818ac4a",
+ "id": "054fee93",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 528625d9..df98db77 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "389efc3c",
+ "id": "ec20a529",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "5e8afa5c",
+ "id": "4f0389ad",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "814413b6",
+ "id": "f06d6ce0",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index 0e17dcf5..72bdb96b 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "eb23e0c7",
+ "id": "cbfc0f3b",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "4194091a",
+ "id": "0d76e447",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "d492fddc",
+ "id": "8636dbe7",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
index fea3dcb4..83ab4418 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "b8b59eab",
+ "id": "c1d0c248",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "69f8c960",
+ "id": "cc6b51db",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "82e3c4fa",
+ "id": "c31ca7fa",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 35f19587..277c7048 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "70499858",
+ "id": "6b8ddbdd",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "4779118b",
+ "id": "5b3c8387",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "dbb91e40",
+ "id": "c5305d96",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 1eb93dbf..c730ef36 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "f3baa108",
+ "id": "7024caca",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "d4b7deb7",
+ "id": "73ce2fbd",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "4ada9c7b",
+ "id": "c67a58e2",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index 2ded3e3e..86a0a61a 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "99a65b85",
+ "id": "fdda7ebd",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "6aea90dc",
+ "id": "105a3448",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "4838718d",
+ "id": "8f9a5479",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
index 5ffe9c2d..6d3dce5a 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "a876e1a1",
+ "id": "f22e154d",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "8eb8e3cc",
+ "id": "d09bdee1",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "46ecb51e",
+ "id": "0b160c59",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 0ca1099b..7e13c8a5 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "22099b2f",
+ "id": "f81f4a9f",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "4855ba10",
+ "id": "4cf2b395",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "836ce1b3",
+ "id": "fc23d3fc",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index e1fe5a5a..cba23867 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "5135aef8",
+ "id": "91244361",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "187284be",
+ "id": "5ea37e33",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "3d79180f",
+ "id": "61686f5c",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index 25db7ca5..80b2fe68 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "ae58bbfb",
+ "id": "cfb24900",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "4fddd38b",
+ "id": "ce3c47a9",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "690c87d7",
+ "id": "4efd095e",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
index 4454558b..0a809543 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "dc960cc9",
+ "id": "0d26b595",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "023b96be",
+ "id": "e429dda8",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "446fe973",
+ "id": "e57a65a9",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index d14b9f0d..f2e31c23 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "bfffcfbf",
+ "id": "d9c78978",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "b8c5eb7d",
+ "id": "dc396273",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "2d943a99",
+ "id": "f95b3ffc",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 882d9283..4aac65bc 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "2869051a",
+ "id": "b936be34",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "d00cca47",
+ "id": "9acd8e74",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "b8b35cbc",
+ "id": "b00fac5f",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index 157fd280..c25f713a 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "c0a443c4",
+ "id": "9ff6551e",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "ec91aefa",
+ "id": "664fe487",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "9f25f374",
+ "id": "cac94c06",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
index f909c729..308e15d7 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "b4452f21",
+ "id": "4142ec99",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "4c774dda",
+ "id": "4a07be30",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "4b4c0341",
+ "id": "9a6fc2b6",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index bfddb0b8..421f81da 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "0640a289",
+ "id": "fba83fd2",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "91c065bb",
+ "id": "0910ea7f",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "c3f5766e",
+ "id": "8d3bb5bf",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index e297de95..a1a51303 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "c293d12f",
+ "id": "e2be3604",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "25109440",
+ "id": "25d64fe0",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "d4837c83",
+ "id": "62325011",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index 12882d05..53569e06 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "bbfd56ae",
+ "id": "091f6ff6",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "9e05c0e5",
+ "id": "53934115",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "1d566c9d",
+ "id": "cd33cd4d",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
index 289c5d1a..2142f1f4 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "31d8a134",
+ "id": "282a9854",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "be716bcb",
+ "id": "e90bdc54",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "c636b045",
+ "id": "df2bbb1d",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 23e4f02a..00325cc4 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "13480aa6",
+ "id": "c0e39ac1",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "07bef8f5",
+ "id": "f435d0a8",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "6353d314",
+ "id": "20b9ab6b",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 95f6195b..197ff944 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "4296e62d",
+ "id": "d6425673",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "50d2404f",
+ "id": "a1ee1b30",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "31cf999b",
+ "id": "0609209c",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index ba52a888..480f38fa 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "fc3355cc",
+ "id": "6d7f4a8f",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "5f19d384",
+ "id": "3efb4590",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "e5699976",
+ "id": "8ebfbccc",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
index f6e299b6..c41a783f 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "a145011f",
+ "id": "6d00f18c",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "d226e31c",
+ "id": "e0a05ff6",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "4e30e881",
+ "id": "9a0572b4",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 6365264a..b283f2fb 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "b4e8376f",
+ "id": "afaff2d8",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "9dde3675",
+ "id": "2716cef9",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "60d3074a",
+ "id": "9312e2da",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 883b0d1f..f87b85b1 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "791d65ed",
+ "id": "aa02b2df",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "2cd6f588",
+ "id": "bca89f25",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "563bcb5e",
+ "id": "5b04cf39",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index 3cd9bfeb..80ef2ec7 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "6fe9dbdd",
+ "id": "aed5c5aa",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "a6f59896",
+ "id": "393da016",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "f0268fa6",
+ "id": "47544b26",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
index 3f671a20..15b2edb7 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "fd54000b",
+ "id": "1970840c",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "539e3abc",
+ "id": "1bcc1a41",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "6ffef246",
+ "id": "d184603a",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 2538c4b1..d0629337 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "4f74b4d6",
+ "id": "a9c9131f",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "d4d0afab",
+ "id": "a212873e",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "d6c3d1f2",
+ "id": "efa62611",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 781d7cec..720a5cce 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "57ddd325",
+ "id": "fefecfb1",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "7ab4c55b",
+ "id": "b6c7c17d",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "f76689dc",
+ "id": "0b65139e",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index df42242e..0ed41086 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "f3e3dcff",
+ "id": "3a195925",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "4b286301",
+ "id": "6e18f733",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "e7cb272e",
+ "id": "90cd3a26",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
index c4ec8e59..6d1dd873 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "324a45f0",
+ "id": "af6a1891",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "e94f6bf0",
+ "id": "35707498",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "5d03c885",
+ "id": "c6cf6924",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 1601780f..5f1eb08e 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "d384a321",
+ "id": "7581cbcf",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "72cf8a2f",
+ "id": "451cb88b",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "d61464d3",
+ "id": "79dfa24a",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index f2e26650..cdadd594 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "22f2dd4d",
+ "id": "bd481673",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "5aa9874b",
+ "id": "ef438480",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "5d27ed5a",
+ "id": "6b01cd40",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index 9c34a5f7..9b5c82da 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "09682a8e",
+ "id": "93c43099",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "feef6a7b",
+ "id": "9d06de26",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "60832c98",
+ "id": "7139cf8e",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
index c31aad7c..682427ff 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "41597d53",
+ "id": "69b60415",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "fd940f64",
+ "id": "ce97ad18",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "9b078851",
+ "id": "1a620579",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 123d5b10..2a214dc8 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "fb694589",
+ "id": "d8c7b606",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "3e793a19",
+ "id": "6d232937",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "c04a342d",
+ "id": "7cdb0b2d",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index b4cdb85a..a1395df2 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "b62fd890",
+ "id": "2d060814",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "7bb141bc",
+ "id": "cdbfa7b8",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "6d531385",
+ "id": "bca1de32",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index 8e3f29b0..91669d8f 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "9df20f5d",
+ "id": "cf5ef7aa",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "58f551ea",
+ "id": "6d540f0c",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "65ef0821",
+ "id": "f298db9a",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
index 5476373b..101d90dc 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "5fceadea",
+ "id": "df650378",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "9d1680ac",
+ "id": "06d0d27e",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "66f5722f",
+ "id": "e0d6907c",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 625a1017..b5b14e8f 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "04fec592",
+ "id": "c3f46852",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "29072cf2",
+ "id": "19ea4da9",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "0d707301",
+ "id": "2344f0de",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 6ff10116..f334694e 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "69d49ae1",
+ "id": "d2681f78",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "fafb8cfb",
+ "id": "f7821d80",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "ac4b5d88",
+ "id": "325c8a03",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index 092b944d..5595f513 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "1e04a360",
+ "id": "958b5a44",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "53066c0b",
+ "id": "6f6fdbd5",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "469dde99",
+ "id": "a944c553",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
index 6fe779ae..1db926fe 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "c5936c40",
+ "id": "dba1176b",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "03b1f6e4",
+ "id": "5c319228",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "91f51a76",
+ "id": "a05eb364",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 42fc4229..adc41f57 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "f19db7c9",
+ "id": "97e8d60e",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "4c105519",
+ "id": "e300e5e8",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "a6355b56",
+ "id": "6f106918",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 9af036d9..07ce6cce 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "8cc3ead2",
+ "id": "585f569f",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "c6d3bbee",
+ "id": "79cdf66c",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "cecb519e",
+ "id": "b3cbf703",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index a0e04200..add709bf 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "392f9aa9",
+ "id": "584cdf15",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "c663a7a4",
+ "id": "413dc5d7",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "958a90a5",
+ "id": "59d7bf67",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
index 8d1ded8e..4072bd24 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "450ce272",
+ "id": "9dc176c4",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "57890c59",
+ "id": "5083ac45",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "6d80dab3",
+ "id": "e5eda8e3",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index a94b0dd3..f322e92e 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "30a97108",
+ "id": "a487305e",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "7367d63a",
+ "id": "e3a1760c",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "d87d8571",
+ "id": "7f6f8616",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index ea77964c..0899fe26 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "5305e732",
+ "id": "2a010e7a",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "a03c318c",
+ "id": "7afaf14f",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "a505ef2f",
+ "id": "826b0e92",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index 70dc8668..d1d77b64 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "c4cdb07e",
+ "id": "1c7b17e5",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "419331e9",
+ "id": "185d3a26",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "651e0552",
+ "id": "03c21701",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
index 95b82338..9b748e8c 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "c444cfb5",
+ "id": "684f208d",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "49aba53e",
+ "id": "1e695c82",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "fe176c1d",
+ "id": "fa5b9a81",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index b1cd941a..3394d0e4 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "13210116",
+ "id": "a685502a",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "02de3cb5",
+ "id": "b921bb6d",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "7798804d",
+ "id": "57b79a04",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 97eded92..400dd808 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "3418b852",
+ "id": "259886e7",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "89512d36",
+ "id": "e2a152d9",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "0f4c0bc4",
+ "id": "6a971881",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index 9b578639..128d289d 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "4dffd59e",
+ "id": "efef2eaa",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "3d9d8417",
+ "id": "e956805d",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "e0bc2263",
+ "id": "0bf1f7b6",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
index 58ba405b..76812888 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "ffaf174f",
+ "id": "0dcf6b50",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "7f3b34aa",
+ "id": "4627b8bb",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "79b5c97c",
+ "id": "c26d8095",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index b934ee01..d3c107fd 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "3e146418",
+ "id": "5abec490",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "0e7035cf",
+ "id": "47936b92",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "70593199",
+ "id": "b996b87c",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 093f52de..ed6fc530 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "10ae2e58",
+ "id": "e131463d",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "f2e73f3a",
+ "id": "484d62aa",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "1f58fa7f",
+ "id": "e94a5dd3",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index 977e64b0..ea61d1c7 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "5090e902",
+ "id": "59d114de",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "b7aac3e7",
+ "id": "fca28d23",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "4afc1c8b",
+ "id": "5e3b01b2",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
index 710bb37e..e726d7c1 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "5eb5367d",
+ "id": "0525cd8b",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "e26b8587",
+ "id": "99b7d2ad",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "cc9649c5",
+ "id": "36998b17",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 9c18c0b7..7b9791f4 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "ff3df589",
+ "id": "7d706822",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "60b69fac",
+ "id": "023f91d3",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "992e07e0",
+ "id": "163e2cdd",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index f63d2144..11ea238e 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "17c42be9",
+ "id": "14d2f08d",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "4d1a5e8c",
+ "id": "fa2b8aed",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "ea9a1b10",
+ "id": "d9c96657",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index d5a375f6..b7d7cafb 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "3ea6cea9",
+ "id": "47b9834d",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "7d8bc271",
+ "id": "02fda2ec",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "1c483436",
+ "id": "aa79f509",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
index 0b401a31..9281226c 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "88876c87",
+ "id": "7116d824",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "cec5d1a3",
+ "id": "67247191",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "0d655ea7",
+ "id": "0912df4c",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 882ee593..2b419c3a 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "ef54983b",
+ "id": "bebbe750",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "ea2089f2",
+ "id": "e3c0ae2d",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "fff2079e",
+ "id": "6432ef8c",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 02da105a..f872b1ac 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "1af5337d",
+ "id": "5f40adee",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "01eef2d5",
+ "id": "ae1d5fa0",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "3538f7c2",
+ "id": "aaec166e",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index 0d4c62c6..fa990d11 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "3c345fd9",
+ "id": "bc7365f3",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "51605c6e",
+ "id": "de2029f9",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "7336d53a",
+ "id": "a2426229",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
index b6fe14c1..ddfddee7 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "e1063524",
+ "id": "1998a9d2",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "ce9200ed",
+ "id": "73128d6c",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "4e8a7e43",
+ "id": "f981e6ae",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 372d98d5..11b80eff 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "05244000",
+ "id": "216ca4b7",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "4f1eb852",
+ "id": "05c3f415",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "9b9ea41c",
+ "id": "fbf5caa1",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index e139f7ee..44faf3ac 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "82aa79e1",
+ "id": "4b960156",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "97ea4144",
+ "id": "d9e7c6e6",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "132febcd",
+ "id": "5501e09c",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index 5c80941e..d5a0655e 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "51beb5e1",
+ "id": "686b929c",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "36ecb936",
+ "id": "f4f87808",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "e664abe1",
+ "id": "8c8b9b67",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
index 07202a21..1fa0190a 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "4718d791",
+ "id": "799f68cd",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "9680a63d",
+ "id": "04e92e6b",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "6d0ecf07",
+ "id": "40612708",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 0c11537f..b89eca69 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "2b694c63",
+ "id": "46e53e6a",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "b80551e8",
+ "id": "027da391",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "b07e7ef7",
+ "id": "1621e294",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 15592f80..bd0a7e1c 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "cf2fc4e6",
+ "id": "8076a201",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "5d92bb0c",
+ "id": "b8304dea",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "e3d806b6",
+ "id": "2b802bc0",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index 0b3a13a3..22be7133 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "ec0beb16",
+ "id": "70cf16fb",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "f3313e84",
+ "id": "04a7e1bd",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "d59ead3d",
+ "id": "181398e7",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
index fbaac0f9..dba2f8fc 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "efa23f95",
+ "id": "70911b57",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "43d93b89",
+ "id": "85a5ad79",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "01808ed6",
+ "id": "b6848bd9",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index b9ec4b1c..5f845f53 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "3ddd18b5",
+ "id": "bb7455bf",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "b5e34b5d",
+ "id": "1ee74080",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "3928d0eb",
+ "id": "d928268f",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 24ddb3f6..1db402b4 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "dac7dae6",
+ "id": "f3c2ec35",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "ddafa714",
+ "id": "d4115752",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "eb443aa9",
+ "id": "eda88316",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index ddd58112..c2170113 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "cce7627a",
+ "id": "3c75f90b",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "d7d7bbf3",
+ "id": "5e1df801",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "67df8e68",
+ "id": "153aac3d",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
index 000df621..41d336f3 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "10373648",
+ "id": "24f94bc8",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "0b9fc2f0",
+ "id": "e987d193",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "a36513c5",
+ "id": "f0926656",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 2390a011..1fca4e0c 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "894da269",
+ "id": "c4eaa275",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "0879e967",
+ "id": "e0ce1fd7",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "f1f98c69",
+ "id": "7819a311",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 553b56a3..02e21315 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "58493466",
+ "id": "a68dddaf",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "752aacc4",
+ "id": "e569df49",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "21812560",
+ "id": "eff73edc",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index eab38b80..3c3f60e3 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "2bfde5b9",
+ "id": "2f3a17fe",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "a1629819",
+ "id": "57ee9769",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "3940c6ee",
+ "id": "ae94bd75",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
index e023aa86..8a1b3b1f 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "fe6d0d53",
+ "id": "f4255c0a",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "aec2c003",
+ "id": "ef3c1c7e",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "e99eece4",
+ "id": "ab6cac24",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index da80d55d..95c067d4 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "4aed1d9d",
+ "id": "e19eba12",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "9cbea5d1",
+ "id": "ffd4097e",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "0dcad1b9",
+ "id": "27d95e83",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 82fae717..b8d9c583 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "7a09fb86",
+ "id": "9a82034b",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "fd22805f",
+ "id": "41664fc4",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "d7c89366",
+ "id": "eaf6fbf5",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index b20d0bd3..6d37164d 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "8399ebc1",
+ "id": "d6fcadc4",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "4a140d39",
+ "id": "c4e55301",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "032de6d3",
+ "id": "d4024ded",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
index f93ac46a..7b46a548 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "1108ce7b",
+ "id": "4af24606",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "57c0eaff",
+ "id": "05e4a29c",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "c5a5642f",
+ "id": "468ed1d8",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index e02e7d1d..60e5eac7 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "9b88f0fd",
+ "id": "b72c59ab",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "16c59472",
+ "id": "a2531b54",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "adf28f69",
+ "id": "832c4e70",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index af1893ec..3e0867e0 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "c2b37b19",
+ "id": "1a450d7a",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "ce5d5f0b",
+ "id": "97f3ed2c",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "a5d23586",
+ "id": "188ca3fc",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index 59891bca..12ae8102 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "8879aca3",
+ "id": "1bbecd8e",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "53d77529",
+ "id": "d5a12b7c",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "529820fc",
+ "id": "19e090ac",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
index 56f357d1..3f14a837 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "a36f1de5",
+ "id": "16fabbba",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "946ab6d0",
+ "id": "6f56eed6",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "ccee7999",
+ "id": "64e2216c",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 276b5ed9..b07e77d1 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "bb03486c",
+ "id": "35a62086",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "34831df6",
+ "id": "cf202eea",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "414b9d59",
+ "id": "0ae38f76",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index b2508694..d078bf1c 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "59012851",
+ "id": "7dd9d8cb",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "e7097533",
+ "id": "f914f16c",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "392286b8",
+ "id": "405bdf96",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index 2e22f765..6110283c 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "b02dd275",
+ "id": "befb61ab",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "645ff92d",
+ "id": "fcf96034",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "7af6c5e7",
+ "id": "fba84dc3",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
index b69d0df5..4f20680f 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "654a2b15",
+ "id": "8d88f899",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "4d352f82",
+ "id": "054ee49b",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "dfa25107",
+ "id": "afbf96a3",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index fb1d49e7..79327e51 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "92c300c5",
+ "id": "9fb15e5e",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "f8f1837d",
+ "id": "554384e7",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "6ab84cd9",
+ "id": "85cd58b4",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 83f8a928..ec93b69c 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "56c6a683",
+ "id": "7601d28b",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "ea164d64",
+ "id": "8d3204fd",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "28bfaaba",
+ "id": "b52d75e4",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index d7290821..275a2e31 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "82ffd65c",
+ "id": "3324aa53",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "9af515fa",
+ "id": "43a8d2a6",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "1c8bef46",
+ "id": "85fc7523",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
index 6e368efa..41600708 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "b8923aef",
+ "id": "e89508a7",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "44e18844",
+ "id": "705abca9",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "1117d08a",
+ "id": "55a879ce",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index af992678..f0e77c69 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "0c6f1747",
+ "id": "5b7d69ef",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "c252eea2",
+ "id": "1854e779",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "6da756eb",
+ "id": "dbb0660f",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index e07b0f89..c172c935 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "af0118d1",
+ "id": "b6fe4cdf",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "560a4ba9",
+ "id": "55317cb4",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "d28c8bb8",
+ "id": "53e9e7a7",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index 00f1e055..d928aa06 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "d9ec8b91",
+ "id": "559707d4",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "b16dd2bc",
+ "id": "eb192334",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "430646d9",
+ "id": "cbd1ed4d",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
index 16dfed0b..6f3d5a1c 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "1231db13",
+ "id": "2d020063",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "b5ec804d",
+ "id": "08d08d9b",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "d49d8509",
+ "id": "7ff184c6",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 723c6046..0abfe10c 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "8e6edb8b",
+ "id": "b44adc52",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "451abb16",
+ "id": "d4d61064",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "756ea903",
+ "id": "1e70a02f",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index bf5bf476..1ab61933 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "9543ca6b",
+ "id": "e16c1cc3",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "3274096f",
+ "id": "ac61dfc9",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "4f3f3249",
+ "id": "1d097390",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index 9fea7fba..b32647bf 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "130f4585",
+ "id": "593cf59c",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "cd5f3859",
+ "id": "8dab571c",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "b6d6b955",
+ "id": "f8858fce",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
index e2ecae07..487a3a70 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "b47c4abd",
+ "id": "689a8b9c",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "cffc211f",
+ "id": "dfd39d2e",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "c3c63775",
+ "id": "ec57ea40",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 6d3d7be3..1f6fbc4d 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "60a77c77",
+ "id": "57a19321",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "deef2046",
+ "id": "c11b907e",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "abba2b69",
+ "id": "3bae7009",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 72991dfc..e7ed5ac4 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "f9ced3fb",
+ "id": "bf2b469f",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "c5da5766",
+ "id": "f72c5bf0",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "29b12a31",
+ "id": "8a49c5cb",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index 72fffe77..a20b3638 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "43b1b893",
+ "id": "b80804d8",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "96b95967",
+ "id": "41caa196",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "8fd445db",
+ "id": "3ca54799",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
index 0da0b7f3..33420ab2 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "f3db806f",
+ "id": "7da54199",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "3dca401d",
+ "id": "a14a899b",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "efe6096d",
+ "id": "f9da002e",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 4f1661f6..1358aa02 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "b4e9dcd6",
+ "id": "a0006590",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "b97bef9a",
+ "id": "81574b34",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "c2361e0a",
+ "id": "8c6d9c7c",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index d9293aa9..21573623 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "158940e1",
+ "id": "0c4fa83c",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "16d9db49",
+ "id": "26a38382",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "2b96b678",
+ "id": "41c63d75",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index 49958efd..a6364ed4 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "a749e14b",
+ "id": "d3d1781e",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "529f7479",
+ "id": "04ce76f8",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "cf558397",
+ "id": "ca2e3129",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
index ba0750ba..7022cf6c 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "b593e041",
+ "id": "7b7d869f",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "05593a15",
+ "id": "64f1bcad",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "4d788ff6",
+ "id": "d6558a34",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 98153fb1..c1a97fed 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "1270119a",
+ "id": "0b9e65cd",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "ac1ccd28",
+ "id": "4e8c7ba0",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "b819f6ee",
+ "id": "ce3362c6",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 90812dd5..e4bc27f0 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "64a64c7b",
+ "id": "56dd32e7",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "0d5489d7",
+ "id": "e52641b9",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "7815f13c",
+ "id": "cc75ab1e",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index c6500a19..bca4df35 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "dfdc9536",
+ "id": "175e1dcd",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "2725c577",
+ "id": "f2b5138c",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "0b637799",
+ "id": "4b1c1524",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
index 089fcd88..17025738 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "c1dc3979",
+ "id": "b59efd73",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "99366d5b",
+ "id": "942b1d83",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "7ab4d330",
+ "id": "bc18b9bf",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 3bcc0727..a6ef315b 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "eaf377e0",
+ "id": "9f02cd96",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "db5d2a1b",
+ "id": "a5197d41",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "c4e48c81",
+ "id": "e28c4bdb",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 9848ee3b..25a938b3 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "e3d32751",
+ "id": "8e825f9e",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "ebe0f209",
+ "id": "406f0332",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "379c1684",
+ "id": "69fe2775",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index cbea26cd..a9dc4a3e 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "5c5768c5",
+ "id": "75980b53",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "efcf7540",
+ "id": "3a193301",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "b44fa106",
+ "id": "043a2566",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
index 5631cfbd..3e4c32e4 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "7d4f5d0c",
+ "id": "8b49178c",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "092c6780",
+ "id": "0eb5b649",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "7818d83d",
+ "id": "585d4ddd",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index fe5c0bfc..5d18f4fd 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "1423888e",
+ "id": "0ee66c14",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "a22a49f4",
+ "id": "f1d11e2e",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "ca7bf264",
+ "id": "4f37a01f",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index de711a83..57b8f1d7 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "883467c1",
+ "id": "e8795fab",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "8d83eba9",
+ "id": "7d0282ed",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "05859c21",
+ "id": "b9ebc5c5",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index dafaa0bb..0209766f 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "0976b8a0",
+ "id": "d5500ab4",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "77689787",
+ "id": "917af39a",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "a7587522",
+ "id": "2aafc67d",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
index 4d18c14b..cd4d9452 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "9290bc8e",
+ "id": "22ca2e1b",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "b5e5d8bc",
+ "id": "4009436f",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "c830620b",
+ "id": "147ed46c",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 9cc48fc4..47a96087 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "0f75b11c",
+ "id": "bfc4b00f",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "7a4fc878",
+ "id": "70a7a054",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "9fdcb1d6",
+ "id": "27979a75",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 451f2ae0..30ed85df 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "9b52aa4f",
+ "id": "c7d3aefd",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "708f8092",
+ "id": "4aa974cf",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "9ae997eb",
+ "id": "c1c1b19c",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index d69309d7..f7e092d4 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "784e1797",
+ "id": "b0e95fad",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "b35fbe75",
+ "id": "1b6b7422",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "ce13fe74",
+ "id": "842ce07a",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
index 54f1b970..73adabed 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "c903de52",
+ "id": "4bfb1104",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "e4b0d39c",
+ "id": "1c1db098",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "d841e07f",
+ "id": "e7173a6a",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index bcdf23cf..b957d51f 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "d97e1a93",
+ "id": "2b397901",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "d60205bb",
+ "id": "350b5b63",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "d2f2cf33",
+ "id": "d3657519",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 8e667ce2..6ce99ccb 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "e0ca39e3",
+ "id": "5b7b1398",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "a0eaa388",
+ "id": "55ae2149",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "782fd43f",
+ "id": "b8491a08",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index 4e6262ac..dd8fe0fc 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "cebc7132",
+ "id": "5075cd94",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "aa80a1f0",
+ "id": "8d57868d",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "8408b985",
+ "id": "6b3327cc",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
index 4c7675cf..db593af7 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "6715b6db",
+ "id": "29a63a1b",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "c3d85146",
+ "id": "e8783458",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "b118d24c",
+ "id": "70665681",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 4de86c15..2bc2ef45 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "a1f03493",
+ "id": "1afba0d8",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "1ff21e58",
+ "id": "e252a578",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "0cc5dd75",
+ "id": "886c10b7",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 1c7bccc5..fb62a8f0 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "41949a2b",
+ "id": "b71e30b2",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "67cfbe53",
+ "id": "450ec68e",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "6da90dca",
+ "id": "8a4f6a85",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index e09cf18d..0f561231 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "72494a6d",
+ "id": "adf0a966",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "0b01fddd",
+ "id": "a46932f3",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "71981c57",
+ "id": "b2391f8f",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
index 7303da4e..25b01e91 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "29a57142",
+ "id": "752d2931",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "690fd373",
+ "id": "1413375a",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "5d16e432",
+ "id": "46aedc7e",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index ef2d995c..13a78df3 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "c5ef971b",
+ "id": "c6bbb9a1",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "f2bdad37",
+ "id": "6241e6a2",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "783ff06e",
+ "id": "92bd15dd",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index ad4c9ded..3d77bf93 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "2d6aa8a7",
+ "id": "723f27fb",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "33cf40ff",
+ "id": "321a1d61",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "f00077c6",
+ "id": "27a03a86",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index 54d1f5cd..61633ed3 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "6db3d753",
+ "id": "0c129df5",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "3f382582",
+ "id": "48f9bad1",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "3e5d2ecd",
+ "id": "69af9039",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
index 7cdd2eae..10868d75 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "480dbbac",
+ "id": "c6d8e9d4",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "7c4eac23",
+ "id": "c165ca8e",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "c1a4bc5c",
+ "id": "90fed3da",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index b5054d6a..219151e8 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "0dbffaf1",
+ "id": "6d9ec1b7",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "ebf5f950",
+ "id": "58154430",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "c175060e",
+ "id": "33e1e2e3",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 82ee00be..79058c3b 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "6cefafd2",
+ "id": "5c096219",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "f731c979",
+ "id": "96c9fd92",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "4045e924",
+ "id": "dc2f9bbc",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index 4478fee0..db865048 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "99a5f686",
+ "id": "74f2d0f0",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "37964bc3",
+ "id": "c2c83f70",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "d37a93af",
+ "id": "89e2a58b",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
index 037eff22..a37f3931 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "4fab0544",
+ "id": "e15034ef",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "82b4892f",
+ "id": "c4b4a202",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "d6e6c64a",
+ "id": "42fcb3b3",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index b7189bb7..89b0e517 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "fc5c9c48",
+ "id": "f1ce7597",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "000fc238",
+ "id": "aa705b70",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "51daa8ea",
+ "id": "bf33ba82",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 90ca225c..6d880386 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "c71b529d",
+ "id": "84689f8d",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "378d13ec",
+ "id": "ccaf7749",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "9c395ded",
+ "id": "6d6f7973",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index fc30cbbd..99df53eb 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "96725e64",
+ "id": "fc80dc32",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "ed53a175",
+ "id": "a9cea91b",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "a9a9d496",
+ "id": "e6245c9b",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
index 5afc1786..bed3f0ec 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "6d61af78",
+ "id": "84f691a6",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "e24963c6",
+ "id": "5377b1d7",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "70561e8c",
+ "id": "bc777606",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index cb2e666a..22fc323b 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "af80ccbe",
+ "id": "8682da09",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "55c4b816",
+ "id": "07a759bd",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "61a0a801",
+ "id": "1d5fd5d1",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index ea048354..f8dd8ee0 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "ed7855bb",
+ "id": "5018834b",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "11886259",
+ "id": "3fe1c75b",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "13c18d73",
+ "id": "87d210bc",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index 6a20d3b9..5e907ed0 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "7dfb3c6f",
+ "id": "a0889f6d",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "efc87f9c",
+ "id": "22917422",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "d9a7f54f",
+ "id": "7050c99f",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
index 8cc34428..449e53ad 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "17a5f365",
+ "id": "43c24704",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "1017af3d",
+ "id": "33f7706d",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "610cb234",
+ "id": "f6dfde11",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 55e734aa..9bdd0f06 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "bdc20ef5",
+ "id": "c36a64e9",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "427d0440",
+ "id": "7804a398",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "f769589b",
+ "id": "aa716f74",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index a8ebe3d7..17e78423 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "1dd9a84a",
+ "id": "36a334ab",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "e41b496e",
+ "id": "6a18ae55",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "8d138480",
+ "id": "77987d11",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index 71304a70..46a73f0a 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "cf77fffb",
+ "id": "0644aa2d",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "d712de7a",
+ "id": "cb2500e7",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "f5a9d6ca",
+ "id": "f58880ff",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
index e3677ea9..6ece6575 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "a487a634",
+ "id": "3024aef2",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "2cc46964",
+ "id": "2d3d88f5",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "79ecda62",
+ "id": "1f1dfc2e",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 3c973ac2..18e11da1 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "319ca3b8",
+ "id": "f907adf1",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "2809017b",
+ "id": "57620018",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "41780c9d",
+ "id": "3d766b68",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index de6750b6..023c9888 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "16f30cc5",
+ "id": "b38ab98a",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "6cb6b9f4",
+ "id": "e0bd3987",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "396535d0",
+ "id": "424a7601",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index 71418b7d..8091e1bf 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "f39665c4",
+ "id": "6a3be32a",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "db3a0947",
+ "id": "1df2906f",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "45ccac3b",
+ "id": "92527ef1",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
index 0730b9e5..2b3a6e5c 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "760ddfac",
+ "id": "dc507b4c",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "918939ef",
+ "id": "59c4c844",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "7df4661a",
+ "id": "bf70ac9c",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 8218354c..5f3ab3a3 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "f57345cf",
+ "id": "84106582",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "2882f2cf",
+ "id": "267a3a01",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "33c70831",
+ "id": "4dcf4c48",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 6605afb2..3cefdeae 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "9414834d",
+ "id": "887c0e04",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "f9509efa",
+ "id": "ce7b6c29",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "b9da59a4",
+ "id": "685ac4d6",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index 36d49bf0..df0cea67 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "3833c4ee",
+ "id": "600d342a",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "44c005d1",
+ "id": "ef59a3e7",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "7e035d46",
+ "id": "e0b58b4b",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
index b326dda3..e933515e 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "41abbfd1",
+ "id": "dd8d9e9b",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "0d5e1151",
+ "id": "547e42ed",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "35153fc8",
+ "id": "e39b54f4",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index a1a5745d..dfb4aa35 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "426db803",
+ "id": "035c1bcc",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "d2319ade",
+ "id": "d59f0b6d",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "c3ba31b7",
+ "id": "c3973ee8",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 603f453c..99aaf309 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "30c77232",
+ "id": "3e794427",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "0d54f0b8",
+ "id": "7482c866",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "f5d98917",
+ "id": "cf104eac",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index 0d682a60..2d086709 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "bea83850",
+ "id": "069e9ca3",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "a3f54c26",
+ "id": "6ca3e0ed",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "386e917c",
+ "id": "a6cdd620",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
index 6ab215cc..5995430e 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "4b9e3ac9",
+ "id": "43c90de4",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "c7eb0990",
+ "id": "43fbc214",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "4abd7968",
+ "id": "49ed9cfa",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 046b2ae8..1d08f5f4 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "fd4701d0",
+ "id": "e01f30a3",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "18519304",
+ "id": "f0ea1cfa",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "9dad9e77",
+ "id": "b938590a",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 906d1ab1..098fc3ad 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "437d0265",
+ "id": "a1dbe111",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "3199eeb6",
+ "id": "05a30e36",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "69f39f12",
+ "id": "605dfdeb",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index fd51244f..e3aa06b4 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "943d8e32",
+ "id": "f19c95d3",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "18e50085",
+ "id": "2ceed64d",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "7ce509ae",
+ "id": "b7a51ec4",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
index 7379a4f7..52d923ed 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "fb794406",
+ "id": "af185dc6",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "bbc3f6ba",
+ "id": "68cd55de",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "e8b9e081",
+ "id": "bbb1ab3b",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index f6c0cfa3..e66e2c6c 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "e99cc414",
+ "id": "a14199ce",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "b8672180",
+ "id": "f3cabe31",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "45794666",
+ "id": "4e29e6d4",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index e5e4bb78..adfede58 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "c8567693",
+ "id": "c31a2139",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "afc2bcd0",
+ "id": "af00acd7",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "6e66635e",
+ "id": "a1e54300",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index b7fefbd4..c22a11c4 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "a09ee6e3",
+ "id": "56490bd2",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "7f406459",
+ "id": "254435db",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "a2879b03",
+ "id": "0eb4ef76",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
index d05dfa1b..4bf1083b 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "a1dffd73",
+ "id": "647fca2d",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "1f679ac9",
+ "id": "aeb89184",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "bdf7297f",
+ "id": "2767d03f",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 774d4ff2..8d238dae 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "9eed0fb2",
+ "id": "f86e4784",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "a1f60e3c",
+ "id": "1d8a0cad",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "f27c9c60",
+ "id": "3d4a8fa8",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 247fc811..09e8e249 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "718e4ae5",
+ "id": "ed45a12c",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "ee8f2294",
+ "id": "6d51f71f",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "fb8ab8d5",
+ "id": "d565fd90",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index 6756224b..1c0b699b 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "06270993",
+ "id": "7ffb1d5e",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "3dd42504",
+ "id": "bba8b049",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "b9f8abb5",
+ "id": "1318d5ba",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
index 847daffa..5b391641 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "9e4401b2",
+ "id": "ac3f144b",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "739eca44",
+ "id": "9bd7045b",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "abd28bbd",
+ "id": "c7ae457d",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index a6503838..57ba5cfd 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "559b5e19",
+ "id": "75d8ccc5",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "95907fa4",
+ "id": "d4f4af77",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "9a3fbb12",
+ "id": "58abe0b6",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 239268ea..15cad1a8 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "7096baec",
+ "id": "0ad6dd63",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "f8805c92",
+ "id": "e6676b70",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "9c5df5ae",
+ "id": "654fc83e",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index 2e68a9d7..4540f687 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "e8dd11ef",
+ "id": "f4f6b2b7",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "f95d8c09",
+ "id": "03f6381c",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "cecfce76",
+ "id": "6f4e9999",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
index b915dd21..9a2222a7 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "384c1383",
+ "id": "5505d546",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "690055ce",
+ "id": "6ab95e38",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "62b098d1",
+ "id": "808fffc6",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 98df354d..3855d819 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "fd8d229d",
+ "id": "523c3981",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "65ffb289",
+ "id": "077d4cce",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "33c28fc2",
+ "id": "d0801015",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 08e0069b..e4c835d0 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "0a14fb61",
+ "id": "953edf01",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "ef38d462",
+ "id": "2d50bb9d",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "595f012c",
+ "id": "8703c58f",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index 81c635e5..7046f02b 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "d611d12b",
+ "id": "64ac5730",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "fadb237a",
+ "id": "0dc9250f",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "0758b037",
+ "id": "4ddbc1a8",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
index a2e95cd5..b861045d 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "52a67f13",
+ "id": "13679cb6",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "54825d09",
+ "id": "4a9a5dfc",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "e5742709",
+ "id": "d87a6830",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index b9e9514e..4f5f16d0 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "7e832b23",
+ "id": "a96a0121",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "c5992fdd",
+ "id": "fd710e41",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "4e4efd6f",
+ "id": "8c34e203",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 2cde17d3..4c8c71cb 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "2faf12b6",
+ "id": "ecbedcdf",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "343b2bb3",
+ "id": "ab131ab0",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "acf40d0d",
+ "id": "62566f82",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index d1eef72d..35643544 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "774fc24a",
+ "id": "57f7056f",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "2bdec1b2",
+ "id": "1f96a9a2",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "30311c3c",
+ "id": "2a4e6130",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
index 0e6ff6eb..ee3c55b7 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "eab25cff",
+ "id": "1466e65b",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "dff1788f",
+ "id": "633d848b",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "697e697f",
+ "id": "5aa0f7f1",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index be1aac56..fadc9508 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "d6ec8ae4",
+ "id": "b3f7da2c",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "276aa57e",
+ "id": "18a10e44",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "5f491042",
+ "id": "8a605e14",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 9f58ab97..62542865 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "7acc6b2a",
+ "id": "d8211309",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "79097689",
+ "id": "2b4dff96",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "350e8ba9",
+ "id": "962cc2cf",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index b9267008..7985f028 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "3ee1e91b",
+ "id": "84294c89",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "d53f7067",
+ "id": "623bbf73",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "83bbf561",
+ "id": "afd008a7",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
index 81b25a11..7fd29662 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "25adc5eb",
+ "id": "b6b85ff6",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "cb436915",
+ "id": "524a7c80",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "489fc741",
+ "id": "6a2213af",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 16c09b57..8e08e75d 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "07e3a696",
+ "id": "04655393",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "8dce3653",
+ "id": "fe1239ff",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "887ad5b9",
+ "id": "44e35308",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 9941a61c..53e6c1d4 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "07c45335",
+ "id": "f3b9842d",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "292d7aca",
+ "id": "538ec209",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "c2489d0c",
+ "id": "94170024",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index 4cee8f43..0731c93d 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "932a40ce",
+ "id": "1c247d69",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "1b180f33",
+ "id": "31944abb",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "672e85f6",
+ "id": "831709e0",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
index d915335f..b097184b 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "b1cc77a6",
+ "id": "6636d6f7",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "c6a0025e",
+ "id": "3fa80f12",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "4498f5e0",
+ "id": "1f515db9",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index a48a385f..258944c3 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "d46f99f2",
+ "id": "988a7fa2",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "2ed84f26",
+ "id": "c4ad8251",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "80420d9d",
+ "id": "de3b253c",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 56606c44..1cf7276c 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "8c2bf21f",
+ "id": "8e1b0e16",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "f025e423",
+ "id": "758c83c7",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "478916d3",
+ "id": "bf279f2e",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index d3c8cc86..453b71f5 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "70d3776e",
+ "id": "ca5151b0",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "645512dd",
+ "id": "108a8241",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "796591b2",
+ "id": "888ee4c9",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
index f5c290c2..14d238c5 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "c78ff55a",
+ "id": "67e9146e",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "10eb8eab",
+ "id": "aca65b44",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "0ce1e487",
+ "id": "ac81ffc1",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 56321165..6270098c 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "d5e11c0b",
+ "id": "90f9f4f9",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "4ad2057e",
+ "id": "e267e99e",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "d53833cd",
+ "id": "0d31e11d",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index f2b83da8..56e9b568 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "8e025a85",
+ "id": "d3be8659",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "da175a62",
+ "id": "9c2792b9",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "83976e30",
+ "id": "b45f110f",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index 6fbbb4a3..307dbd84 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "6bf710f4",
+ "id": "806b7878",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "83fdba9c",
+ "id": "c2aec39e",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "31a04577",
+ "id": "0c31e687",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
index 05ba032d..1d98896a 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "e7ebb235",
+ "id": "e1a21263",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "374e6971",
+ "id": "0aaa680e",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "8461b2b8",
+ "id": "8e26cc12",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 45a986c3..aa3f22d3 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "a7d3151f",
+ "id": "61dd8784",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "a7966de5",
+ "id": "0ddba4e0",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "0d9e524c",
+ "id": "c43c96f6",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index ffcf7cb1..6c1e3b7b 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "b615d3b5",
+ "id": "25bc8714",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "e8812957",
+ "id": "e081c34b",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "f1fee63a",
+ "id": "f1104402",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index 6b31b6be..f9848b48 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "61bb8e5d",
+ "id": "a8fda5c6",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "2e1511c0",
+ "id": "1878e641",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "f5df836d",
+ "id": "b01bfa57",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
index 0d86f68a..e11a6d9b 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "494b5bf4",
+ "id": "966f7df1",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "73b64a3b",
+ "id": "37a5c60c",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "bf8c3432",
+ "id": "abd5655a",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index ea78a8fc..06646e18 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "e1247a11",
+ "id": "196029e6",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "09c6b658",
+ "id": "d95d4e10",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "5f56a4e1",
+ "id": "53c74dab",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 9c0596dd..2cc59af5 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "09f24192",
+ "id": "62a39301",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "f05ddf59",
+ "id": "9e7f007d",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "dd3d387d",
+ "id": "22f10e69",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index ba17ea03..31511b90 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "16b9067d",
+ "id": "f464aab1",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "533631fb",
+ "id": "853ac8ff",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "b2c35afe",
+ "id": "3def45da",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
index 999f68db..9466fa84 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "b5f35bad",
+ "id": "59ce2a0b",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "0c244aec",
+ "id": "a5c3dc23",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "23212077",
+ "id": "9cd132f7",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 4ca44373..dc93e04e 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "b4d30413",
+ "id": "a8d101c6",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "2383a5ed",
+ "id": "f3ae64ee",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "cb04ec25",
+ "id": "01630b6a",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 09b13694..2a0f9d8e 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "6b85c2db",
+ "id": "7be10703",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "af54a721",
+ "id": "ef677ee0",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "2b457908",
+ "id": "55ddb461",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index 31fc1d67..3bce730e 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "c2811693",
+ "id": "ba6afa01",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "f2267466",
+ "id": "cc9e2835",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "92f9ffea",
+ "id": "36d23d88",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
index d71bd694..ddcd2691 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "a25de373",
+ "id": "f25437ae",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "3be76609",
+ "id": "86228c78",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "f50c0cc2",
+ "id": "1cefb869",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index d1cf3938..c3b98811 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "39a0d6c7",
+ "id": "fcb1f5cd",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "8ab6d48f",
+ "id": "092120be",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "8a172292",
+ "id": "b2abd4a5",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 48fed709..a8374e65 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "a49cb978",
+ "id": "603cda4c",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "a773d825",
+ "id": "517c6fda",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "7b34a070",
+ "id": "12e6caa4",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index de8111d2..2766b918 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "136686ab",
+ "id": "b66f4723",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "c716a95b",
+ "id": "8d982377",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "42a227bf",
+ "id": "92be36f8",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
index 8f847296..efa41eb1 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "97b8007f",
+ "id": "ec324e32",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "f9edaf6f",
+ "id": "95146886",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "57cfa658",
+ "id": "a87795b9",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 64fc492e..9a617979 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "7c88de1f",
+ "id": "d32f192d",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "71570ff4",
+ "id": "83283ffb",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "a5b6a533",
+ "id": "3d8f3edb",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index ce669279..44b04f6f 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "f91cdf4e",
+ "id": "c9921b23",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "b837bea0",
+ "id": "8d67160c",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "918cdb3e",
+ "id": "9eb7b020",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
index 9fb23129..2701c54b 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "a2a1bd1e",
+ "id": "cbbd3cf6",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "ac838587",
+ "id": "ee5e4687",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "40295a39",
+ "id": "54e38445",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
index a0ef1f50..62d7e628 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "211204da",
+ "id": "94a9e3a7",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "ddaf3d0e",
+ "id": "9747778b",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "47daaeb4",
+ "id": "936088a5",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index e42560f0..c5cba164 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "1e74b9c4",
+ "id": "ccaebeec",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "b9e6510b",
+ "id": "c6197cc2",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "81d9293d",
+ "id": "606eba75",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 32c0a2c8..069cd7e2 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "4fb1c57f",
+ "id": "739ffddd",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "f3e35a86",
+ "id": "188eaab2",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "ec510d6c",
+ "id": "b0e8476e",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
index acb21741..64d23c97 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "c6794024",
+ "id": "2cda64f5",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "fd2b4415",
+ "id": "e715727d",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "13026eb7",
+ "id": "99ee5dc2",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
index 456068f1..2536635f 100644
--- a/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "5f04cbe9",
+ "id": "c4d67207",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "88ddc22b",
+ "id": "21c89433",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "84b9d2bd",
+ "id": "ca493dc6",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 38475b5d..20e8f7d3 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "c9508031",
+ "id": "87abcb00",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "361343c9",
+ "id": "d1536c55",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "8052466f",
+ "id": "112af8f1",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 7b616d77..0df248da 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "536b895f",
+ "id": "5de2f2a3",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "59daaa5c",
+ "id": "aca5712e",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "b53b9549",
+ "id": "5a1df451",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 536ade31..109edf7a 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "29ab1804",
+ "id": "8a655f1a",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "a25ec357",
+ "id": "02167d2c",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "5dabc6a8",
+ "id": "836a8c3c",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 1209a315..77596d47 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "5151ea35",
+ "id": "92177b10",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "5eda0234",
+ "id": "9ecc6e62",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "758c1638",
+ "id": "28b99f0f",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index ab643e8d..4ed9eb18 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "8b499d59",
+ "id": "ec7d0b2e",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "9b9701d2",
+ "id": "2d548d29",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "d47402be",
+ "id": "5884c48c",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index e63fcb69..d2938c90 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "5a0a17da",
+ "id": "862149aa",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "8d5ccd98",
+ "id": "8b75ee28",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "0d1008c3",
+ "id": "9c60ab17",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index d8c4cb9e..e15be248 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "164bedde",
+ "id": "8c544f90",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "974ffe94",
+ "id": "33a286a4",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "8ad8368a",
+ "id": "4618c080",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 8fc18b9f..534067b3 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "98b62e93",
+ "id": "e4ac5bf5",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "905339c4",
+ "id": "f91cb2e1",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "225918c4",
+ "id": "ea4bf12f",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index e17a9be9..14a52336 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "f0777e50",
+ "id": "de315237",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "f4c495d7",
+ "id": "f44935c2",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "729a94b5",
+ "id": "2c64ece0",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 776c4610..9e404fc4 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "cc6e183d",
+ "id": "32bb56c6",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "b90bec4c",
+ "id": "68e37e24",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "36c674ce",
+ "id": "f0ac27e3",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index afc61d2c..2a0b3d94 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "76ac8899",
+ "id": "331cd8f8",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "398d7f80",
+ "id": "1b79f8b0",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "6b6d7bbc",
+ "id": "f74d5a13",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index f9ce8ec4..ffbe707f 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "24c3493e",
+ "id": "6af8293d",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "a2da4157",
+ "id": "5060bfd6",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "2d4879f9",
+ "id": "4ad4eb25",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 11bc3d5d..6dad8986 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "ec2fd95f",
+ "id": "c192bdb6",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "daa22e3e",
+ "id": "6d0a6268",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "32afe634",
+ "id": "68595266",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 72ba4ebc..913c78d1 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "29a76704",
+ "id": "67bbdbb0",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "67359b69",
+ "id": "6a9c793d",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "9392180f",
+ "id": "80c5bcc0",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index a6b43b3b..eeb41dc3 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "e8ecfa3b",
+ "id": "eac9216a",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "0fa02fd4",
+ "id": "dafa4d00",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "3ce5475e",
+ "id": "9367c6dc",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 86c204a5..c5911269 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "ef7225c6",
+ "id": "3835966d",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "09aa994f",
+ "id": "d0daf406",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "02c38c4f",
+ "id": "25b69b2d",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 778f5921..5f5a6c3f 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "850199a5",
+ "id": "b61515ca",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "b482989f",
+ "id": "387e7227",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "ecb4a2b3",
+ "id": "1caf4fa8",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index fd5065d7..e6ba541b 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "b40f806c",
+ "id": "e24b4e56",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "d6c298e9",
+ "id": "f1d1bf01",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "493ae432",
+ "id": "4080e106",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 0f51d263..7e25a5ad 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "8449196e",
+ "id": "52d9c997",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "7e7cb97f",
+ "id": "ceca38a5",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "65213641",
+ "id": "c8630482",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 63328564..c5f4a98b 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "adb973c0",
+ "id": "d9f76d37",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "ae126cd4",
+ "id": "ce664eb6",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "44de3a2f",
+ "id": "755d73af",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 44cd14f9..42092e2f 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "5719deaa",
+ "id": "cbe25f3a",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "068ec9dc",
+ "id": "7bdde651",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "5a30cade",
+ "id": "7e8680f5",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 1f32574f..4337f9da 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "ae98669e",
+ "id": "20d9b7f7",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "7118411d",
+ "id": "57515bf0",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "770acea5",
+ "id": "db3f68fb",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 1c6a52f6..e2d5611a 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "b301e5a0",
+ "id": "a46b7dae",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "c3013a9d",
+ "id": "2de575d2",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "b833abd4",
+ "id": "26137342",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 63f005b8..52448d0b 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "454ba557",
+ "id": "24dbda65",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "549a4df1",
+ "id": "1054770d",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "73204dea",
+ "id": "de56de1d",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index a75c9a11..534515bf 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "042b4c1a",
+ "id": "575ababb",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "844a798a",
+ "id": "59127b7f",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "10534346",
+ "id": "8f65f186",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 9a39d1f0..37c9f10f 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "7b59abec",
+ "id": "e4ace2c8",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "456daea3",
+ "id": "f04c41ce",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "adbd397e",
+ "id": "0192daba",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index ea3acaf8..3f6ca204 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "d960f4ee",
+ "id": "464ff4d6",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "8e7c64e8",
+ "id": "692d80dc",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "edaf917a",
+ "id": "d2796272",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 9786c1a1..50d55866 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "d3a845f6",
+ "id": "df61769b",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "4a1ce68d",
+ "id": "8000975d",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "18487a98",
+ "id": "06bea6ea",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 1770b453..2e6074fb 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "da94e77a",
+ "id": "7254f878",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "6d02d478",
+ "id": "8a73d7f7",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "6af1b2f2",
+ "id": "dfca68a8",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 9b8230d0..3829624e 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "21e6cb0d",
+ "id": "5f20f66c",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "3094feb5",
+ "id": "98994110",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "fc961c73",
+ "id": "5904e43b",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 6c0afdaa..8c51f728 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "c6753bdf",
+ "id": "ebcb6af9",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "c3919d60",
+ "id": "632d6687",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "643dcd73",
+ "id": "4ec1d1f2",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 2df3366d..24a55fbc 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "d2a26e3a",
+ "id": "a0a8f638",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "58c9ba99",
+ "id": "7522171f",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "7c223db6",
+ "id": "162307b4",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index edaa2063..8497adee 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "af6ddff2",
+ "id": "41688cd3",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "0419c640",
+ "id": "e8aa8039",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "9908c8c7",
+ "id": "154b2368",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 62982090..3c57b696 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "7aecc6f1",
+ "id": "302f6cc9",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "a614d055",
+ "id": "7b043c5f",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "ed386c24",
+ "id": "8f847bf1",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index d9c45678..58fb20ef 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "83b838ad",
+ "id": "73376b75",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "c12b961a",
+ "id": "ed4c4b7f",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "9f91c30b",
+ "id": "535cf884",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 09fd218f..d1f9b90a 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "fa5310a1",
+ "id": "0eccc4bb",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "8f208659",
+ "id": "3a169579",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "918093ec",
+ "id": "cf9f2401",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 0088da2d..45dc1c1f 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "48f755d6",
+ "id": "640c346e",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "03d66f01",
+ "id": "66001d34",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "01fc4bf9",
+ "id": "0a2b0dca",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 63b9f900..a4fccb8a 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "19e64954",
+ "id": "de98e123",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "aa5b140d",
+ "id": "2e1c4700",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "080600b0",
+ "id": "107999c3",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index f30de182..2506637b 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "60a33fd2",
+ "id": "4b5ec1aa",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "b948e7fc",
+ "id": "73d3c603",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "68870fda",
+ "id": "f2625f7d",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 8ba210fd..353f9596 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "8bbfacfe",
+ "id": "482b0012",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "f1238729",
+ "id": "297a16d5",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "9e8a3b07",
+ "id": "a8db6b0f",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 96af38c6..b47e81c5 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "6519daf6",
+ "id": "83454a6d",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "e32c7386",
+ "id": "5924a22b",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "737b73f6",
+ "id": "ed3f41f4",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index e2025662..05706e09 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "941e8678",
+ "id": "0b961bfd",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "84af5a05",
+ "id": "4c0ea999",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "8bf6c121",
+ "id": "1ddea9cb",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 9969dc0a..43bf6de0 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "eabf1346",
+ "id": "56eb964f",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "961a9d93",
+ "id": "7ab860bc",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "afd3776c",
+ "id": "f9f67edb",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 0098a767..54fa8b7b 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "80cae8d8",
+ "id": "b73e116d",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "e83d1aa5",
+ "id": "9dc8dacf",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "749df472",
+ "id": "d2bd7490",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index f28d8f8e..2a328a51 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "1ce02291",
+ "id": "27187bb5",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "15bcde1a",
+ "id": "290b9a8a",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "8a7bc967",
+ "id": "92b03e55",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index db1afbdf..f0d3bba1 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "c71c6e44",
+ "id": "36f2d830",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "bfa188b8",
+ "id": "08e8dca1",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "91e731ac",
+ "id": "3c810c51",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index fd2e41cf..86e4ae5a 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "7476efc7",
+ "id": "b658b047",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "f088f497",
+ "id": "83a7cccd",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "4ca825b1",
+ "id": "3011c56a",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index da8052cc..126572c3 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "1170fb73",
+ "id": "851dfa6e",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "4fe5b319",
+ "id": "16f1846a",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "0c3c0809",
+ "id": "7bfdd1f9",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index b5bc2338..430e57e2 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "be89553f",
+ "id": "642bcf94",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "8e9a8792",
+ "id": "7dd70d34",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "49038a31",
+ "id": "62178eae",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index f9697171..530f955e 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "9cfa18ce",
+ "id": "ebdfe281",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "96c8cead",
+ "id": "38a7d02e",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "b82db9a5",
+ "id": "fd09ac79",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 318c5895..030377af 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "48672e0e",
+ "id": "b9f171e6",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "e72ebe76",
+ "id": "573f675d",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "5d03b0dd",
+ "id": "579cf76f",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 2bc35fc9..427d1add 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "5778418d",
+ "id": "a8064ebe",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "62ea6871",
+ "id": "c81006d8",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "ba0cd296",
+ "id": "2c87c403",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 1484883a..fea01b83 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "8f26e6e3",
+ "id": "12a60047",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "5f370c8a",
+ "id": "1f5f8dca",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "baa15342",
+ "id": "238e7a42",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index ac6a7083..4b64e2bc 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "f8864973",
+ "id": "1319c746",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "e170b74b",
+ "id": "6c08ebfe",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "a3905202",
+ "id": "315f023a",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 5e3540e2..f5dc3762 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "d0ca64a5",
+ "id": "76535797",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "b587d8f8",
+ "id": "3a47a171",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "b4fc27ea",
+ "id": "a987fc40",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 047af6b0..c77e6ef2 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "3b8b6560",
+ "id": "182b3eac",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "b8a06cce",
+ "id": "d5ccf917",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "ea5f7025",
+ "id": "9abb62c9",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index d39ade40..5c6d38d4 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "f946d400",
+ "id": "1db0fb28",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "0818676e",
+ "id": "31f6cd6c",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "07bcd255",
+ "id": "42aad09b",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index a347c7ec..6ef3ab0a 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "89158926",
+ "id": "e1326d07",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "2fd6a628",
+ "id": "2cc73b68",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "0d269e22",
+ "id": "d8186802",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 70bcd031..f7564a8c 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "bc160e72",
+ "id": "2d99ce20",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "8a2e3497",
+ "id": "0e952524",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "d7994104",
+ "id": "bb769a6b",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index d333baff..8f6b8a54 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "32dcd160",
+ "id": "537234cd",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "0a25e084",
+ "id": "7482a8be",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "c0aedb85",
+ "id": "9929d673",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index dd29212c..5824860d 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "48c8548f",
+ "id": "672d0ed5",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "9dadd8ba",
+ "id": "8f2a1569",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "41bc4644",
+ "id": "168aa244",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index e52c34cf..a94e1f7a 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "efe378ae",
+ "id": "5bb8ffeb",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "8f1ec82c",
+ "id": "4fe25f49",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "f83a94c5",
+ "id": "25004c1f",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index e7c89eaa..32241a1d 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "13232d32",
+ "id": "c966773a",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "022ee19a",
+ "id": "3434cde7",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "877a0602",
+ "id": "1e648441",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 65f2e522..8325f25d 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "454f96bd",
+ "id": "fe442678",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "8b1f4b8d",
+ "id": "c609d94f",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "c7845d4b",
+ "id": "5cf84a40",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 13c27793..77d9fc47 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "88644d06",
+ "id": "ebf6699b",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "4ad72301",
+ "id": "dc647f1f",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "5d1b7be3",
+ "id": "1797b00e",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index da7277d3..23f5d534 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "cd842901",
+ "id": "2746a582",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "b07c93bf",
+ "id": "796d3517",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "3d7ae873",
+ "id": "4de50018",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 0f2820ad..2dfd1db2 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "6e081039",
+ "id": "459878f9",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "344009b1",
+ "id": "ff0b70b9",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "dec9a983",
+ "id": "67675944",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 5aca0a21..c5d7f02f 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "ed432754",
+ "id": "92c6aa30",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "233434b8",
+ "id": "3ffd71b1",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "f49631bf",
+ "id": "9226d58c",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 028520f8..5aaf9253 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "196fdd80",
+ "id": "1a40e11c",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "0b9b54bd",
+ "id": "db748972",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "3cb45a67",
+ "id": "b2f4013e",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 63306036..7fd0b5e2 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "f72ed763",
+ "id": "24df1623",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "52eac5ca",
+ "id": "b5139460",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "9ba32a75",
+ "id": "55037c41",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index ae6eb31a..3d801134 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "4aaa9f49",
+ "id": "88838c79",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "22cdb556",
+ "id": "f43d3616",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "7c5b942d",
+ "id": "ee6abda9",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 56504671..3cd15a2a 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "43646025",
+ "id": "caecbe79",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "91836220",
+ "id": "1b805e34",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "b21f85e7",
+ "id": "6477f608",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 7498e3a9..8971bd6c 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "aeb707f6",
+ "id": "5e48fc78",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "02a92d0b",
+ "id": "2d6daa76",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "a6c5f083",
+ "id": "01a38eb1",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index c8158576..220b1ed1 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "e01a969e",
+ "id": "43be41a0",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "e7cbd826",
+ "id": "da640a31",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "c7a36e4e",
+ "id": "8eaa5cd6",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index e9b0c8da..974dc3dd 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "0584a0c5",
+ "id": "1862dd94",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "c345e516",
+ "id": "5f8aed62",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "dffd37c2",
+ "id": "c6ddfcdf",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index d3cda164..3c5e237b 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "3e2ae68b",
+ "id": "26a4e048",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "64db601a",
+ "id": "b6899857",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "b865a731",
+ "id": "2fa58faa",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 2dacb5b0..4afeaa8b 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "91072b78",
+ "id": "335df28a",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "8edc635a",
+ "id": "cf1711c0",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "b78e0160",
+ "id": "e5229e9a",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 7a6b252e..e04be6c8 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "b7daef2d",
+ "id": "31fdaeb9",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "e064b6ae",
+ "id": "92b12e93",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "4932bb8b",
+ "id": "2dec9827",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 2f35069a..af3f5e59 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "3ef5828e",
+ "id": "65c52622",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "58b0d5dc",
+ "id": "17c180b8",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "f8f55e26",
+ "id": "e3e08ceb",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index c37de841..078c7c71 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "2f3df10c",
+ "id": "e57fd19b",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "8808198d",
+ "id": "577608d8",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "8873ab54",
+ "id": "f990af82",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index b1985143..d602f27a 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "4cd3921c",
+ "id": "550df68c",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "6917f42b",
+ "id": "25e13929",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "7ab17d7e",
+ "id": "6d3db162",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index b3d157d6..4182273b 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "cc7f879a",
+ "id": "16e89354",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "12ff99f2",
+ "id": "bd16aa90",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "e7dbe635",
+ "id": "e3dfee75",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 692db49a..6bb4a401 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "bc6048b4",
+ "id": "5f3ea4e7",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "47b8921f",
+ "id": "54d32c9e",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "0fa2c729",
+ "id": "26d11b3e",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index e0f4cb22..20027d6c 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "253172ad",
+ "id": "02d7f075",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "350a326c",
+ "id": "fbeca10e",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "43b38895",
+ "id": "25e9553a",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index b1fb406b..0d0630f0 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "27a1ce39",
+ "id": "d5e7d049",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "b211ccac",
+ "id": "1a12f3b2",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "d2650562",
+ "id": "65649418",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 849b14b0..3f0edf2b 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "eb338337",
+ "id": "6e6a8978",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "c3e52568",
+ "id": "15c757fe",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "3259269e",
+ "id": "b7a13076",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 76dba5ed..8c6d1a61 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "414a369c",
+ "id": "99e7898b",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "c782230d",
+ "id": "c8416e5f",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "48fb8c89",
+ "id": "8dc33fd3",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index d55fbd9d..0b0e02b8 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "3fe75b16",
+ "id": "c86f72c6",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "5ccae2d4",
+ "id": "829282ec",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "b7f884db",
+ "id": "d3f95707",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 933291f5..9b8418df 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "47cf924b",
+ "id": "c7e395fe",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "5d9292e4",
+ "id": "492a9ac1",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "443327c1",
+ "id": "6be84254",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index fa815776..131e8c04 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "5e38b5c5",
+ "id": "39070242",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "01eeba67",
+ "id": "fd9d38f8",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "5debf28d",
+ "id": "2b27ec09",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index bb4fa8db..19f13b02 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "20343e3f",
+ "id": "d9fa0719",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "53efd79e",
+ "id": "1d64faf3",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "dc48f5db",
+ "id": "5320b921",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 0e99291e..cf19dd02 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "f386bf3c",
+ "id": "a48c4db6",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "3f4415db",
+ "id": "456fe6c8",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "01862cb8",
+ "id": "511a5c2e",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 120fb88a..a6823a8e 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "be28208d",
+ "id": "3e6cbcba",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "1fd4de54",
+ "id": "4863879f",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "c3d8cf84",
+ "id": "ea606d29",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index b18b812d..9fa8c7da 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "d5a1e9dd",
+ "id": "59cbe12c",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "11b4ec76",
+ "id": "fca55353",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "f7db2598",
+ "id": "ba19fdec",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 3ffb68bd..48667501 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "cb585634",
+ "id": "9543274e",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "b84ade8d",
+ "id": "23e0e6f4",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "fd9d7e34",
+ "id": "5a3ff6e8",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index d0b60472..70cd94cb 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "f7a2bbfc",
+ "id": "bcf09c01",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "cbf31546",
+ "id": "e2b8498d",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "3e9c1414",
+ "id": "e920dd30",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 2b3707e8..218b09b9 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "17869b5b",
+ "id": "54c7b14a",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "0a481f86",
+ "id": "54eeab28",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "9882d704",
+ "id": "d3cabe32",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 3c225247..a2a45302 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "8b47a19a",
+ "id": "365783ba",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "390d7725",
+ "id": "eff5c6b7",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "66cb9ff1",
+ "id": "7e14dca7",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 0ad08517..7b73811c 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "ebaaa427",
+ "id": "69d4a13e",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "9729e1e5",
+ "id": "f7ae38e3",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "1e8a027a",
+ "id": "47df7170",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index e49fa63d..760c7626 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "7255e804",
+ "id": "536820bf",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "1d475af5",
+ "id": "60c9d5b2",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "744519db",
+ "id": "952821e3",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index bf0e4cd0..6252bbd3 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "c2047395",
+ "id": "8cff822b",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "bc09bb38",
+ "id": "358caa01",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "73eb98db",
+ "id": "7d4906c8",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 00db556b..c63dd5a9 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "12f2c3b7",
+ "id": "30120462",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "93b715d9",
+ "id": "43ae2a1f",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "ca4b93ad",
+ "id": "201e4235",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index eee088b2..039dec0c 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "1c2e9034",
+ "id": "ae82367d",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "6e265ecf",
+ "id": "8b23d7b5",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "a31c5725",
+ "id": "ab0e506a",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 703a9cd5..61520002 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "8f3249ad",
+ "id": "41815f80",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "bebd4540",
+ "id": "dae3f125",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "db4a26e1",
+ "id": "7c687934",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 86f44a03..772b4683 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "a9188c85",
+ "id": "14554a7a",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "3cf29af9",
+ "id": "d12b4119",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "f79318d5",
+ "id": "7ceeb088",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 6d945bb5..73118d64 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "e0ff0e85",
+ "id": "ada074e3",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "3783e128",
+ "id": "68430965",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "6cef942a",
+ "id": "f939976c",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 8b7f389a..be89b7ee 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "f91ca325",
+ "id": "6d4840ba",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "b1c67142",
+ "id": "d364cc4b",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "7b3e0a5a",
+ "id": "486e7428",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index cc84489a..1fda6162 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "c29ab8af",
+ "id": "ec59af1a",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "177d2383",
+ "id": "2c6242f9",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "6dea6f8a",
+ "id": "22816c06",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 0eab8e58..445755e0 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "6767a2dd",
+ "id": "0a5c6d38",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "0bcde450",
+ "id": "3cfd146a",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "86a62f25",
+ "id": "c7ab360a",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 5a4e76a1..8ffbe12b 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "cd577025",
+ "id": "25d61e44",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "e0d2b28f",
+ "id": "7a9e093e",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "f38cacdf",
+ "id": "38783459",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index b1249746..3e66cf1c 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "08164922",
+ "id": "a6a4ac2c",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "0916e5b7",
+ "id": "852f69b3",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "fd2bd66b",
+ "id": "f2e58a7b",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index d6f00ca2..9a7938d5 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "a4ccdfc8",
+ "id": "7fac1e1b",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "ab5fb7ce",
+ "id": "f5ffb851",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "c86cf4c3",
+ "id": "ac393458",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index b7464702..4827a535 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "9fef9248",
+ "id": "96ec6623",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "aaaad810",
+ "id": "114e39d1",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "0cfa8352",
+ "id": "eca5878d",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index c0e4f06c..84d489ef 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "c5bc94c8",
+ "id": "1c3e03da",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "8ba581dc",
+ "id": "6a9025c7",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "01742bda",
+ "id": "bbf9e407",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 07347dac..17cf34ae 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "61385a80",
+ "id": "84823e25",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "1f6ce45e",
+ "id": "b55a9cae",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "fc100f7f",
+ "id": "82cb5e77",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 56cb7951..5cd9eb9d 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "2bbcb01d",
+ "id": "2d84d22f",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "619cb275",
+ "id": "1b1eb403",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "1a6f8b55",
+ "id": "11783f79",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 9bd34478..7572f59d 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "41733481",
+ "id": "41dc1fb6",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "34629a09",
+ "id": "4015f33f",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "716a1a54",
+ "id": "79eb90c7",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 11318147..975a1797 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "bc11e335",
+ "id": "3941becf",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "48de169b",
+ "id": "706f1f31",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "31426d55",
+ "id": "624fa961",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 63581d02..a38eb1fe 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "4c84cd63",
+ "id": "2e8f16de",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "5c0cc211",
+ "id": "6834da47",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "36112e42",
+ "id": "f2c8cf6c",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 9b1fd8d5..f2f9bb63 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "4c77f52c",
+ "id": "54ea34b8",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "a86fae3d",
+ "id": "f6d79fcc",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "5f34ac1f",
+ "id": "04f41e54",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 7a876658..7e37c97b 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "6551af39",
+ "id": "680d2df2",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "b1a956e7",
+ "id": "78b9c3bd",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "d731e55b",
+ "id": "768d727d",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index a5a516fa..c550ca34 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "56b8fc82",
+ "id": "7a5493c9",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "03c8e008",
+ "id": "49eb0e56",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "45a425ee",
+ "id": "1ffd5e3c",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index df245ad7..c5191619 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "700025f1",
+ "id": "ed988a33",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "70c768bb",
+ "id": "dbc80387",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "46dbad64",
+ "id": "aefe97fd",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 3c358e70..b3750c2e 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "c7d7447f",
+ "id": "437f9b52",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "4b164fb8",
+ "id": "51412c15",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "e5195f75",
+ "id": "d33e191c",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 54d5d2aa..0c9ec737 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "70c32f60",
+ "id": "a2c8fd1e",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "df1f3ffa",
+ "id": "af633e29",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "15c2d771",
+ "id": "de8809d3",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index d9e48d97..73e18186 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "f94cfd42",
+ "id": "cd34d000",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "d2d87e43",
+ "id": "e10a6fdc",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "5be6c506",
+ "id": "d203a1da",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index fe52b54c..8210e2f3 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "640637e4",
+ "id": "0af1d6a0",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "c119e2a5",
+ "id": "f14a8581",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "28be3672",
+ "id": "c395e029",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 375123d6..9d6655ad 100644
--- a/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "5f7023ad",
+ "id": "47bc4090",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "258e7958",
+ "id": "dbd0c9ac",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "7852dd85",
+ "id": "26c47824",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index c97f0ef2..d3fe04eb 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "ea0801cf",
+ "id": "52e75d39",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "62fe61fa",
+ "id": "447ba4f2",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "9c24c732",
+ "id": "6eca2623",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 9c3a88f5..9e0bee88 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "b92c3b29",
+ "id": "b5e69e8a",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "9a863114",
+ "id": "ad4d0597",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "ac4613a5",
+ "id": "d275865d",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 9d7ffd1b..0fc1d6ff 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "004162aa",
+ "id": "805aeba0",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "ab1b63bf",
+ "id": "6fe0343c",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "fe4b63b9",
+ "id": "cda76ef3",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 760e50fd..fc69dd46 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "8ebcdaf7",
+ "id": "5180660e",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "274c51c9",
+ "id": "55f3dff0",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "cdaa09c5",
+ "id": "cb662b25",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 1f7df440..49f479b4 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "50aa8321",
+ "id": "cb671a4e",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "55fd2158",
+ "id": "fb0469b6",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "81ae1000",
+ "id": "8eace37a",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index d30a308d..3ca1422b 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "42ef46fa",
+ "id": "a4294e76",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "af802d56",
+ "id": "e5426aa5",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "d13e3909",
+ "id": "43b29483",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index ffef711a..0b4f85fd 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "2293a8c4",
+ "id": "e3dc3f89",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "2f64630b",
+ "id": "eceea259",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "a1701c96",
+ "id": "da6d76a7",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 075dae7a..de106b74 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "9c270632",
+ "id": "625834b0",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "02c53c53",
+ "id": "d8a1e673",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "c752c2cb",
+ "id": "a7515f0c",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 3726ef58..ed6663d0 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "3e78f60e",
+ "id": "4b8d2b66",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "20d9e7bd",
+ "id": "5db21f78",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "5ff24a8b",
+ "id": "abceca46",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 1c43140c..d5a77a43 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "e978af48",
+ "id": "bb474610",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "8a204920",
+ "id": "4021f734",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "ba35ad38",
+ "id": "d8bf6702",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 84789753..a53d45b5 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "370736b8",
+ "id": "156f684c",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "c8e65c03",
+ "id": "c9174c9c",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "2d4ac3e5",
+ "id": "67760b70",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 5cdade3f..528540f4 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "22fa85c3",
+ "id": "d02e99c8",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "42303e58",
+ "id": "3cc75aca",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "db4a4dfd",
+ "id": "a0d710e8",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index f1751f2d..a331cbd3 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "157d17ea",
+ "id": "9d6f2d93",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "f3015879",
+ "id": "f0e24787",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "ff202c3d",
+ "id": "50cd7c11",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 3b3bb309..a97cf02f 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "50d16b94",
+ "id": "a39ee1f1",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "d2af17a8",
+ "id": "52494340",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "36addfbb",
+ "id": "3648b997",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 2d70f12b..4236594e 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "f8ff875f",
+ "id": "baedf8c4",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "bb9c6284",
+ "id": "778a2045",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "bcff69b6",
+ "id": "7136bae1",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 103555a8..74711f24 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "8bc84d53",
+ "id": "4e6ac9dd",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "f0432d45",
+ "id": "9722f4ed",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "633fb5f8",
+ "id": "aaf839a4",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index b192cfcf..bbd9fcfb 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "18ede5a1",
+ "id": "991a9f61",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "3a6e3d7e",
+ "id": "0e32bbba",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "31037f7d",
+ "id": "b2fbf429",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index a8c4dffb..cc757299 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "9e0dde4f",
+ "id": "789fadb6",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "8e0e43ef",
+ "id": "1836f61b",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "543c0d07",
+ "id": "fc6396ea",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index d9b25a71..aa973f36 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "0ea45979",
+ "id": "b8ba8666",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "122ffccd",
+ "id": "7b45442e",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "4c1a5129",
+ "id": "6e31fe09",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 7e567aeb..77ae48e1 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "cb42b186",
+ "id": "51345118",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "bec46bb8",
+ "id": "d3192b31",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "38602710",
+ "id": "386a73e5",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 5a010bca..9853a3af 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "0a648af5",
+ "id": "382e6964",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "c3aac01f",
+ "id": "a62f4c89",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "d195e49e",
+ "id": "a911bb0c",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index f9b0824b..4a589f7d 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "5385244a",
+ "id": "1dfac024",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "44d52c7f",
+ "id": "7cff42d6",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "d489adc5",
+ "id": "8548b122",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 6c8a1a2c..fe4503a2 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "1692a07d",
+ "id": "32c6df22",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "bdfdd0c5",
+ "id": "04dcd729",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "116a1ffa",
+ "id": "aa2115a0",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 9d55eb4b..3cb5128b 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "f366b2a0",
+ "id": "ce9a6487",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "e95bb3d9",
+ "id": "02c0bb2d",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "08221eb0",
+ "id": "016e6582",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 9332bb03..ef89e406 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "1d57b444",
+ "id": "3f01c78a",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "bdecd36b",
+ "id": "b829cd45",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "53cba977",
+ "id": "0863f99c",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index ebc27cde..73e64302 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "255b2c1c",
+ "id": "904d60a4",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "16cda3fa",
+ "id": "5bdf7c8a",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "8c61320f",
+ "id": "216b9aee",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index f975a372..0e4f9b3e 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "7375e7b6",
+ "id": "9fbbb3c1",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "beabc7d8",
+ "id": "91efd79a",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "c0011f1e",
+ "id": "28f3fed9",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 756793e5..5c629404 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "9662d2d1",
+ "id": "49d913e1",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "5d933afc",
+ "id": "4c0b2368",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "acd089e2",
+ "id": "c0cdf53a",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index f16f197d..f890deee 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "90254b23",
+ "id": "abf10d68",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "25c99b50",
+ "id": "5b53ced8",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "2b6fd851",
+ "id": "45d30be7",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 6bc091df..6558a7a5 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "491bcc5a",
+ "id": "80cb1e92",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "3476efce",
+ "id": "6b20443b",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "b0223752",
+ "id": "ed906aa8",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 55e8eebd..5c88dfe0 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "fa289c38",
+ "id": "f9513567",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "f912f11b",
+ "id": "64b28623",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "0fb48979",
+ "id": "18af8809",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index ab0da686..613bab49 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "f5ef688b",
+ "id": "2cdec25b",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "08d3caf5",
+ "id": "14fc8497",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "868d9ce4",
+ "id": "f534e539",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 278aeffb..59285967 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "3109b052",
+ "id": "01f79ae2",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "af68bd29",
+ "id": "d8bef406",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "54501fbc",
+ "id": "ede1eb89",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 26c79e6c..e2465350 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "c5a2ee73",
+ "id": "f98dc595",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "323e4b61",
+ "id": "21b89c62",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "a74d7c63",
+ "id": "660bbbdd",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 6bc263f0..8ec98f19 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "6933cd2b",
+ "id": "88c31c45",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "0f66b75d",
+ "id": "1b296310",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "c5593ac4",
+ "id": "b04e9c5d",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index a82feb0c..b2b0978e 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "151f7d97",
+ "id": "acf907cd",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "4bcca4e0",
+ "id": "ff220667",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "2b1f99c6",
+ "id": "34bcc31a",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index b847839a..5284fd04 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "8786e9e7",
+ "id": "5097038c",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "9c76a618",
+ "id": "b12b6c71",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "68dc625f",
+ "id": "dee06dac",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 24afb687..90821c43 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "73b09b41",
+ "id": "6d86c7a4",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "89b1b4b7",
+ "id": "06001d2e",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "9f9c58fb",
+ "id": "4f39f24e",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 67fefc99..3dec8ddf 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "36793fb3",
+ "id": "460a7c5e",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "1ad59c20",
+ "id": "5dd0c287",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "49c3f392",
+ "id": "6fd65fb1",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 205d5a8d..7df839b5 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "c6ecefbe",
+ "id": "9be6234b",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "213767f3",
+ "id": "d660c42e",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "c4bdb8be",
+ "id": "8ed1cea8",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 78eda7ea..5cd891f5 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "7833ff71",
+ "id": "fce7f56b",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "dfe675a7",
+ "id": "1e0e8116",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "a5876a95",
+ "id": "f29a8517",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index eb1f43c2..d3636d31 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "a7b4951b",
+ "id": "b9c9de0d",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "dd2e5afc",
+ "id": "cc651ea4",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "210b00e7",
+ "id": "67f8f33c",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 98656d48..b8780cd3 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "18494312",
+ "id": "879d8543",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "a59788df",
+ "id": "552fa7f8",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "fd69f230",
+ "id": "243d4492",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 71cb78a2..bc6aad50 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "33396f08",
+ "id": "06b600b5",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "a1c23682",
+ "id": "31d7c984",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "eb6733a8",
+ "id": "e899f70d",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 48ea396a..c41bf155 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "1bf9a15e",
+ "id": "d2745c59",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "027a0785",
+ "id": "f353d45a",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "f4a35a3b",
+ "id": "40d570fa",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index b6badb6d..27ac30ab 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "a63cc787",
+ "id": "0f2c5151",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "3ba80d40",
+ "id": "ed8749f2",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "0ddf7bd3",
+ "id": "744151f8",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index d95a83f7..41888a86 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "58bf304e",
+ "id": "8d9ef1a1",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "259a4f4d",
+ "id": "85e6157e",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "f2f24c26",
+ "id": "394c352f",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 3786e3a4..4087cc84 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "4783e95f",
+ "id": "a7ce4a8d",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "96609f11",
+ "id": "61c514e8",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "b673e7e9",
+ "id": "3dfa8101",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 9bc174d0..ac470029 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "c62175fe",
+ "id": "f833002a",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "81052213",
+ "id": "16ec7dfe",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "32bfb3bd",
+ "id": "106e1dd4",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 8f865355..79b327fb 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "b270b199",
+ "id": "e308d94c",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "4193893e",
+ "id": "28fdc82f",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "765b1479",
+ "id": "edd32508",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index c80b4a8c..1d753bed 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "ed3200af",
+ "id": "f6638d41",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "d7e96520",
+ "id": "ccc01470",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "d4ad7c9a",
+ "id": "ad304d26",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index dadceebd..d10de501 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "5dbd6b03",
+ "id": "d832bb4e",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "47703487",
+ "id": "d6405a9f",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "e0ed0c0d",
+ "id": "a1c3e3af",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 66cc5549..6f3eaa57 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "77edb263",
+ "id": "292a3e33",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "ebb728ad",
+ "id": "e7cf33fb",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "13fb4e02",
+ "id": "2f738b64",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 33a41e4d..e6d0d285 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "f999bc99",
+ "id": "cbb350ef",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "8e97defc",
+ "id": "79ecfd03",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "2d9e86ab",
+ "id": "1459a23c",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 13943216..4a9031bf 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "e6e55171",
+ "id": "358ba7d6",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "2211222b",
+ "id": "707f4441",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "66e3f346",
+ "id": "6848daf3",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 7c9d853b..2b280df1 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "718647db",
+ "id": "127bec68",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "3a73970f",
+ "id": "de62b7dd",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "7f054917",
+ "id": "c736359f",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 946c54f9..cbb94761 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "e14bd617",
+ "id": "fd1bdab6",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "cc590be9",
+ "id": "76524b3c",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "cb85002d",
+ "id": "b6f29e88",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 9d787802..0d160935 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "f0d124b3",
+ "id": "90d8c4b0",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "e5910412",
+ "id": "5c775072",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "d3d89fee",
+ "id": "757c15fc",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index b5317203..35c14905 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "1fe014eb",
+ "id": "69ecd55a",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "c1eb2e4e",
+ "id": "bbea0c60",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "fe35f486",
+ "id": "2fc44afe",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index daa99b2b..4ec644a3 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "8c30507a",
+ "id": "d54fa83d",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "44535954",
+ "id": "01b32fa3",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "6deecfb2",
+ "id": "db7e8f86",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 92bb5d7b..47a72c83 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "6120cc77",
+ "id": "e63958af",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "af12fd2d",
+ "id": "d9713276",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "cb6f6592",
+ "id": "6b90bfb8",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 32eebefc..d8382218 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "fec78109",
+ "id": "c20551b4",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "ec9884e3",
+ "id": "0de6a391",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "fde845fd",
+ "id": "f0a717a4",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 9145beb8..98940cbe 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "227d841b",
+ "id": "90c154fa",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "d6c63b31",
+ "id": "c7c05d3f",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "fc877d87",
+ "id": "05510753",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index ba665175..edad7f78 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "30b77d55",
+ "id": "b70c5576",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "e42533ea",
+ "id": "8c6115bc",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "2e2a6bcd",
+ "id": "b709293d",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 03848245..4931df0e 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "0ec47ab1",
+ "id": "9d46762e",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "67dfbc5c",
+ "id": "41245518",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "406af5e2",
+ "id": "7c33ef92",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 7400eed0..31e6c767 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "86f20a31",
+ "id": "f3b41210",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "7ce2ea5c",
+ "id": "ed2f8288",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "323cbc2e",
+ "id": "65c4b3d7",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 67f65e68..accb5070 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "1a6e2be4",
+ "id": "c187607b",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "46d1e292",
+ "id": "896e62ad",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "ec8c0d74",
+ "id": "b67ae560",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index d4fcbc67..9dc4deaa 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "c92c3718",
+ "id": "22e95034",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "59c853f8",
+ "id": "b9527ad2",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "11096079",
+ "id": "62782659",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 1f45e941..d84d6633 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "387edb67",
+ "id": "cfa40133",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "3f5351f4",
+ "id": "22828fdf",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "885d7c53",
+ "id": "0ed06424",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 1bb3d528..6c549dda 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "0cdad230",
+ "id": "f564fbe3",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "cdb5866b",
+ "id": "b7bdbb20",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "c5271626",
+ "id": "e2607ea5",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 92b7d8df..848a2969 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "0e21f819",
+ "id": "680e3457",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "031b2e00",
+ "id": "9cf35da7",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "cae9b115",
+ "id": "264228c3",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 3846713a..9ce21615 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "3e93009b",
+ "id": "47ab1fc9",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "e6b926e6",
+ "id": "8392ca92",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "edd7e7c3",
+ "id": "5139afd8",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index b28ca67b..5064cd1a 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "abdb424f",
+ "id": "a798e758",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "9ab882db",
+ "id": "aead8bf9",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "c2fb572c",
+ "id": "310b46f5",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 6dbc478c..0e51f092 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "48608013",
+ "id": "bee21131",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "84b39793",
+ "id": "94e175d2",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "3c880736",
+ "id": "11c16018",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 40436340..bb26596e 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "4a5176f8",
+ "id": "74b9b132",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "8740fbba",
+ "id": "371cf6bb",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "8ab2dd6c",
+ "id": "00c7c536",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 35319faa..9a7522cd 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "64525e55",
+ "id": "af5a475d",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "8bca1313",
+ "id": "474f71a9",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "b2a70740",
+ "id": "4bf9918a",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 45f6d63a..b713669c 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "2b094435",
+ "id": "c53d2668",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "a398d86b",
+ "id": "e64ef3f8",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "023362d9",
+ "id": "68957d9e",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 8d782d44..77055ed5 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "00a8f373",
+ "id": "af829828",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "7b12b631",
+ "id": "524d1ace",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "939b0440",
+ "id": "4be653b8",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 4581aca9..e8f381bd 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "37c83128",
+ "id": "5a5561da",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "202cbfa9",
+ "id": "a7872f4c",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "161d22f2",
+ "id": "2ffa7273",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 25a28296..6261b1a1 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "fe9857c8",
+ "id": "6804a872",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "899daa98",
+ "id": "4dd1a9f1",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "8b97e603",
+ "id": "b710c7ef",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 99d2c3d9..0a75798d 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "1284ab60",
+ "id": "58e1d987",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "ff175ea1",
+ "id": "ec2c4054",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "e7f3681d",
+ "id": "eac7fb58",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 0c2c5c3e..374b6229 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "d8ff8c81",
+ "id": "cc7e50e8",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "b83e6772",
+ "id": "9a28f70b",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "fd97f543",
+ "id": "335a2ad5",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 6cb07313..c9b1bec6 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "1b385337",
+ "id": "5cd6063e",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "b60915bb",
+ "id": "079072ee",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "a4a41d46",
+ "id": "fc70f26b",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index f16e4abf..442af835 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "8aaf7390",
+ "id": "30fd6685",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "95d7fe93",
+ "id": "b09f923c",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "9ff8175b",
+ "id": "bf0ff312",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index ba435d7f..2f11d046 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "df78e938",
+ "id": "d5796f4a",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "2882354e",
+ "id": "f35a67e7",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "fd5dd98d",
+ "id": "7eb2eee3",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 50779bd5..59b4e877 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "51df6abe",
+ "id": "ed3a592b",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "5b504870",
+ "id": "458e38be",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "8959be50",
+ "id": "713c94e6",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 7f0274d0..0dee6cbe 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "0ecef977",
+ "id": "01a909ae",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "94c2911d",
+ "id": "bed93b29",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "e56cc3a2",
+ "id": "09e786b2",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 33d5eeb2..510f8410 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "15b3a106",
+ "id": "56adb753",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "f381d7d2",
+ "id": "e4d0f66b",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "bf4ea536",
+ "id": "50986fc4",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index aadbc90a..09508d20 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "31b7276b",
+ "id": "52ae25ce",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "44b7e234",
+ "id": "14201fa7",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "a403bb67",
+ "id": "2191eaf9",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index d0dec877..b27212db 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "22d63265",
+ "id": "4ed5bc08",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "051d90c4",
+ "id": "486dd9f0",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "db16a45d",
+ "id": "0a2b7ff3",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 8a892f34..3a9ab4dd 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "aff9dc83",
+ "id": "32543b1d",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "dcffb7dd",
+ "id": "8095286f",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "4ff7bbc7",
+ "id": "dafc5ce1",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index a544072e..2a2f01d5 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "0554c2bd",
+ "id": "4d00e7d9",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "0fd57d58",
+ "id": "c6e757d9",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "1ce38651",
+ "id": "f1a4d93b",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 4ce1ec4e..8ada05bb 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "a1c4b933",
+ "id": "2629b8e3",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "a9a583b1",
+ "id": "d0ad416b",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "aed5c9ce",
+ "id": "9c34cc4c",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 6cfbf200..35e9e100 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "c5b04c53",
+ "id": "9c38c10a",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "089edc51",
+ "id": "a446081c",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "d284ccdc",
+ "id": "247cba7d",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 3693087e..6cf8881e 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "e8a8ab51",
+ "id": "2229601c",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "e47bcc98",
+ "id": "3678ff29",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "05cfba8a",
+ "id": "6b31d386",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 873b37f6..1cc6ad17 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "bfffa826",
+ "id": "33ed09af",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "49e158e7",
+ "id": "846300ed",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "2fc02ada",
+ "id": "5f8fe512",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index abf2ef84..cd95141e 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "78099151",
+ "id": "0c6859f8",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "e92d347e",
+ "id": "c5b1f0d3",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "2cc644c9",
+ "id": "7bcf702b",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 468db7e8..3c3ba8b7 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "e9e5c3ca",
+ "id": "b919d4fb",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "1b4b37e6",
+ "id": "c7419137",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "66d4f60b",
+ "id": "28dc3a0b",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 5d5f0291..6a76d272 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "35f23cea",
+ "id": "23213605",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "d9f23fbf",
+ "id": "09e561dc",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "8aadec0f",
+ "id": "fe4ae6b1",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 1ee40b7a..d6bd7002 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "14f865df",
+ "id": "d61b3341",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "6b3b2cf6",
+ "id": "65d9a1ca",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "8fe89387",
+ "id": "8394e021",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 32c4e7ac..4939eb06 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "0c9ac75c",
+ "id": "1fdad283",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "547be0ad",
+ "id": "ba213b1e",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "f9cb7448",
+ "id": "565607d9",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index a42c9540..d1624db5 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "332ed282",
+ "id": "3e40be4e",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "598d813c",
+ "id": "1ba6d0ce",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "fadb0a8d",
+ "id": "f7b2f1f2",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 152a284b..5d876cc4 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "cf83cf6d",
+ "id": "78bb5b61",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "2239258a",
+ "id": "e53c4fc5",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "3749ceff",
+ "id": "c8550492",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 4aae3c1e..194625ca 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "3c7459a4",
+ "id": "5031d5f2",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "0a4bd360",
+ "id": "0d523586",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "68bb817f",
+ "id": "a01122bc",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 16a6460f..5cb36b70 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "3766d46d",
+ "id": "bb7dc2e7",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "81a4be76",
+ "id": "3aed5f44",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "2e303ca3",
+ "id": "0f202418",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 53aa7a4e..223c0359 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "91297cf0",
+ "id": "cbc60a50",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "392aa3d5",
+ "id": "55ced1b5",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "4c91e269",
+ "id": "2f25298c",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index f999e391..13cd8a37 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "078cee7d",
+ "id": "add80c62",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "5fdea55f",
+ "id": "eadb3917",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "0ed5b1f6",
+ "id": "eb133991",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index e6f5c376..7b452fcd 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "c70ddbe1",
+ "id": "2505d6cc",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "5789749b",
+ "id": "8730e2aa",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "ddee1eb0",
+ "id": "f7dbe862",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 23d470e2..ae24640d 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "e5ac4213",
+ "id": "bfa989bd",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "2c58760d",
+ "id": "14eea260",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "39f0e440",
+ "id": "4396255d",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index ea29b239..201bf696 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "ed29699a",
+ "id": "1e1baa64",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "01066bf2",
+ "id": "d46d8324",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "487e357b",
+ "id": "086f3809",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 5b6f11ee..bdc2ef4e 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "9e61702f",
+ "id": "db3cabf5",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "db6f8527",
+ "id": "0c262dca",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "ca5903a5",
+ "id": "5ff4cde5",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 100740ef..b240d692 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "1e295ee9",
+ "id": "15c24f8c",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "735f2a83",
+ "id": "7fbb38b3",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "75df7e46",
+ "id": "29e69760",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index fb7bbeb1..1c7d2161 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "7b717a18",
+ "id": "e23cf1e9",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "150ec9ab",
+ "id": "d140f717",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "ff89109b",
+ "id": "186684a4",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 8065d603..0a6aa4c8 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "e1821068",
+ "id": "c5149e3d",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "bd8eb7e5",
+ "id": "22bf6027",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "86e82b6c",
+ "id": "5902a9e1",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 9f3161cc..87bfc668 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "d83d7af4",
+ "id": "09d9b4a8",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "22c57942",
+ "id": "46902208",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "02e4650d",
+ "id": "f28246e3",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 27c6eb23..68673bb1 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "3ab8da22",
+ "id": "fd9e8e62",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "d08325d1",
+ "id": "7216f079",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "0b31da63",
+ "id": "8a35cfca",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 7d452139..9dddb08d 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "2c021f61",
+ "id": "46b040fd",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "d888b65f",
+ "id": "223f7fbc",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "833a861e",
+ "id": "e8d7e3ea",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 8c85cfd0..2f63b722 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "294a207a",
+ "id": "fab9b529",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "90f967c5",
+ "id": "bea1d803",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "7289eb3f",
+ "id": "b0ecf2b5",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index e767df1b..cbba44c3 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "c3d0e820",
+ "id": "3125a357",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "4386ed81",
+ "id": "75717478",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "a22b0a2c",
+ "id": "ba303fc7",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 1e15e08b..16d779b7 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "41f42dfe",
+ "id": "55470c3b",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "dae50a6c",
+ "id": "86229b25",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "9072f8f6",
+ "id": "6887fafe",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index 17b3f7fb..15ddd15b 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "919255f8",
+ "id": "4b6aa725",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "900f7e9e",
+ "id": "d6a9cd36",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "d51d1aa7",
+ "id": "53eebdfc",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 54cdfd06..4810b311 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "8e4d6bd2",
+ "id": "67596cde",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "a3cd1144",
+ "id": "cec0f686",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "3a1e0094",
+ "id": "0636cf6b",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index 52cdd700..b14cd726 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "1df0de84",
+ "id": "25d391d3",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "9434bc36",
+ "id": "bd4e42cf",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "83bfa5bd",
+ "id": "86f0475e",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
index 1e6fa057..23286896 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "1d40c06f",
+ "id": "fc1d8b16",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "991a58f5",
+ "id": "e2b7bd69",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "8710a116",
+ "id": "f81f6c55",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
index d8daaecd..9910a061 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "2c5adb85",
+ "id": "d097b5e4",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "ae57faa9",
+ "id": "d96ba17c",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "3e7d4a34",
+ "id": "ad05fdf4",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
index 83e32a04..9b61579a 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "ddc38c98",
+ "id": "e0c72e92",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "582084ea",
+ "id": "1ea9e803",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "ec9fefbd",
+ "id": "0bf6981b",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
index bfa3d564..95bb2c2c 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "1f6345e2",
+ "id": "478819be",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "87136e48",
+ "id": "437d2807",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "ea97e04b",
+ "id": "48db425c",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
index c76e8267..850c82e4 100644
--- a/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
+++ b/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb
@@ -2,16 +2,16 @@
"cells": [
{
"cell_type": "markdown",
- "id": "a2ec64b8",
+ "id": "9324c22d",
"metadata": {},
"source": [
- "
"
+ "
"
]
},
{
"cell_type": "code",
"execution_count": null,
- "id": "819c04f5",
+ "id": "0c7f03a0",
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "cd965c4d",
+ "id": "b423fb9c",
"metadata": {},
"outputs": [],
"source": [
diff --git a/docs/honegumi.html b/docs/honegumi.html
index 62b3214c..f54c09dc 100644
--- a/docs/honegumi.html
+++ b/docs/honegumi.html
@@ -67,7 +67,7 @@
// "B,E,G": "BEG"
// };
- var preambleLookup = {"multi,FULLYBAYESIAN,False,False,False,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,False,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,False,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,False,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,False,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,False,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,False,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,False,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,False,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,True,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,True,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,True,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,True,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,True,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,True,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,True,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,True,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,False,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,False,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,False,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,False,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,False,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,False,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,False,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,False,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,True,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,True,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,True,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,True,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,True,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,True,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,True,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,True,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,False,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,False,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,False,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,False,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,False,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,False,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,False,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,False,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,True,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,True,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,True,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,True,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,True,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,True,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,True,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,True,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,False,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,False,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,False,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,False,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,False,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,False,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,False,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,False,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,True,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,True,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,True,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,True,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,True,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,True,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,True,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,True,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,False,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,False,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,False,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,False,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,False,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,False,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,False,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,False,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,True,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,True,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,True,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,True,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,True,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,True,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,True,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,True,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,False,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,False,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,False,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,False,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,False,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,False,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,False,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,False,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,True,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,True,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,True,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,True,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,True,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,True,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,True,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,True,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,False,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,False,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,False,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,False,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,False,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,False,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,False,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,False,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,True,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,True,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,True,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,True,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,True,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,True,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,True,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,True,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,False,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,False,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,False,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,False,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,False,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,False,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,False,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,False,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,True,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,True,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,True,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,True,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,True,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,True,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,True,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,True,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,False,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,False,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,False,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,False,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,False,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,False,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,False,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,False,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,True,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,True,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,True,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,True,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,True,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,True,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,True,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,True,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,False,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,False,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,False,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,False,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,False,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,False,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,False,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,False,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,True,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,True,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,True,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,True,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,True,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,True,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,True,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,True,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,False,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,False,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,False,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,False,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,False,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,False,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,False,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,False,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,True,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,True,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,True,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,True,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,True,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,True,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,True,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,True,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,False,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,False,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,False,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,False,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,False,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,False,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,False,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,False,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,True,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,True,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,True,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,True,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,True,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,True,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,True,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,True,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,False,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,False,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,False,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,False,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,False,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,False,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,False,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,False,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,True,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,True,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,True,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,True,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,True,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,True,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,True,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,True,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,False,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,False,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,False,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,False,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,False,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,False,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,False,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,False,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,True,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,True,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,True,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,True,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,True,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,True,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,True,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,True,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,False,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,False,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,False,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,False,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,False,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,False,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,False,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,False,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,True,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,True,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,True,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,True,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,True,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,True,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,True,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,True,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,False,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,False,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,False,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,False,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,False,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,False,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,False,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,False,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,True,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,True,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,True,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,True,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,True,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,True,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,True,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,True,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,False,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,False,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,False,False,False,False,True,batch": "\n", "single,FULLYBAYESIAN,False,False,False,False,False,False,True,single": "\n", "single,FULLYBAYESIAN,False,False,False,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,False,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,False,False,False,True,True,batch": "\n", "single,FULLYBAYESIAN,False,False,False,False,False,True,True,single": "\n", "single,FULLYBAYESIAN,False,False,False,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,False,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,False,False,True,False,True,batch": "\n", "single,FULLYBAYESIAN,False,False,False,False,True,False,True,single": "\n", "single,FULLYBAYESIAN,False,False,False,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,False,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,False,False,True,True,True,batch": "\n", "single,FULLYBAYESIAN,False,False,False,False,True,True,True,single": "\n", "single,FULLYBAYESIAN,False,False,False,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,False,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,False,True,False,False,True,batch": "\n", "single,FULLYBAYESIAN,False,False,False,True,False,False,True,single": "\n", "single,FULLYBAYESIAN,False,False,False,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,False,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,False,True,False,True,True,batch": "\n", "single,FULLYBAYESIAN,False,False,False,True,False,True,True,single": "\n", "single,FULLYBAYESIAN,False,False,False,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,False,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,False,True,True,False,True,batch": "\n", "single,FULLYBAYESIAN,False,False,False,True,True,False,True,single": "\n", "single,FULLYBAYESIAN,False,False,False,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,False,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,False,True,True,True,True,batch": "\n", "single,FULLYBAYESIAN,False,False,False,True,True,True,True,single": "\n", "single,FULLYBAYESIAN,False,False,True,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,True,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,True,False,False,False,True,batch": "\n", "single,FULLYBAYESIAN,False,False,True,False,False,False,True,single": "\n", "single,FULLYBAYESIAN,False,False,True,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,True,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,True,False,False,True,True,batch": "\n", "single,FULLYBAYESIAN,False,False,True,False,False,True,True,single": "\n", "single,FULLYBAYESIAN,False,False,True,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,True,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,True,False,True,False,True,batch": "\n", "single,FULLYBAYESIAN,False,False,True,False,True,False,True,single": "\n", "single,FULLYBAYESIAN,False,False,True,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,True,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,True,False,True,True,True,batch": "\n", "single,FULLYBAYESIAN,False,False,True,False,True,True,True,single": "\n", "single,FULLYBAYESIAN,False,False,True,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,True,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,True,True,False,False,True,batch": "\n", "single,FULLYBAYESIAN,False,False,True,True,False,False,True,single": "\n", "single,FULLYBAYESIAN,False,False,True,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,True,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,True,True,False,True,True,batch": "\n", "single,FULLYBAYESIAN,False,False,True,True,False,True,True,single": "\n", "single,FULLYBAYESIAN,False,False,True,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,True,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,True,True,True,False,True,batch": "\n", "single,FULLYBAYESIAN,False,False,True,True,True,False,True,single": "\n", "single,FULLYBAYESIAN,False,False,True,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,True,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,True,True,True,True,True,batch": "\n", "single,FULLYBAYESIAN,False,False,True,True,True,True,True,single": "\n", "single,FULLYBAYESIAN,False,True,False,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,False,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,False,False,False,False,True,batch": "\n", "single,FULLYBAYESIAN,False,True,False,False,False,False,True,single": "\n", "single,FULLYBAYESIAN,False,True,False,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,False,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,False,False,False,True,True,batch": "\n", "single,FULLYBAYESIAN,False,True,False,False,False,True,True,single": "\n", "single,FULLYBAYESIAN,False,True,False,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,False,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,False,False,True,False,True,batch": "\n", "single,FULLYBAYESIAN,False,True,False,False,True,False,True,single": "\n", "single,FULLYBAYESIAN,False,True,False,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,False,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,False,False,True,True,True,batch": "\n", "single,FULLYBAYESIAN,False,True,False,False,True,True,True,single": "\n", "single,FULLYBAYESIAN,False,True,False,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,False,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,False,True,False,False,True,batch": "\n", "single,FULLYBAYESIAN,False,True,False,True,False,False,True,single": "\n", "single,FULLYBAYESIAN,False,True,False,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,False,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,False,True,False,True,True,batch": "\n", "single,FULLYBAYESIAN,False,True,False,True,False,True,True,single": "\n", "single,FULLYBAYESIAN,False,True,False,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,False,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,False,True,True,False,True,batch": "\n", "single,FULLYBAYESIAN,False,True,False,True,True,False,True,single": "\n", "single,FULLYBAYESIAN,False,True,False,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,False,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,False,True,True,True,True,batch": "\n", "single,FULLYBAYESIAN,False,True,False,True,True,True,True,single": "\n", "single,FULLYBAYESIAN,False,True,True,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,True,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,True,False,False,False,True,batch": "\n", "single,FULLYBAYESIAN,False,True,True,False,False,False,True,single": "\n", "single,FULLYBAYESIAN,False,True,True,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,True,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,True,False,False,True,True,batch": "\n", "single,FULLYBAYESIAN,False,True,True,False,False,True,True,single": "\n", "single,FULLYBAYESIAN,False,True,True,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,True,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,True,False,True,False,True,batch": "\n", "single,FULLYBAYESIAN,False,True,True,False,True,False,True,single": "\n", "single,FULLYBAYESIAN,False,True,True,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,True,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,True,False,True,True,True,batch": "\n", "single,FULLYBAYESIAN,False,True,True,False,True,True,True,single": "\n", "single,FULLYBAYESIAN,False,True,True,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,True,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,True,True,False,False,True,batch": "\n", "single,FULLYBAYESIAN,False,True,True,True,False,False,True,single": "\n", "single,FULLYBAYESIAN,False,True,True,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,True,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,True,True,False,True,True,batch": "\n", "single,FULLYBAYESIAN,False,True,True,True,False,True,True,single": "\n", "single,FULLYBAYESIAN,False,True,True,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,True,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,True,True,True,False,True,batch": "\n", "single,FULLYBAYESIAN,False,True,True,True,True,False,True,single": "\n", "single,FULLYBAYESIAN,False,True,True,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,True,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,True,True,True,True,True,batch": "\n", "single,FULLYBAYESIAN,False,True,True,True,True,True,True,single": "\n", "single,FULLYBAYESIAN,True,False,False,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,False,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,False,False,False,False,True,batch": "\n", "single,FULLYBAYESIAN,True,False,False,False,False,False,True,single": "\n", "single,FULLYBAYESIAN,True,False,False,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,False,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,False,False,False,True,True,batch": "\n", "single,FULLYBAYESIAN,True,False,False,False,False,True,True,single": "\n", "single,FULLYBAYESIAN,True,False,False,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,False,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,False,False,True,False,True,batch": "\n", "single,FULLYBAYESIAN,True,False,False,False,True,False,True,single": "\n", "single,FULLYBAYESIAN,True,False,False,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,False,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,False,False,True,True,True,batch": "\n", "single,FULLYBAYESIAN,True,False,False,False,True,True,True,single": "\n", "single,FULLYBAYESIAN,True,False,False,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,False,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,False,True,False,False,True,batch": "\n", "single,FULLYBAYESIAN,True,False,False,True,False,False,True,single": "\n", "single,FULLYBAYESIAN,True,False,False,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,False,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,False,True,False,True,True,batch": "\n", "single,FULLYBAYESIAN,True,False,False,True,False,True,True,single": "\n", "single,FULLYBAYESIAN,True,False,False,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,False,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,False,True,True,False,True,batch": "\n", "single,FULLYBAYESIAN,True,False,False,True,True,False,True,single": "\n", "single,FULLYBAYESIAN,True,False,False,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,False,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,False,True,True,True,True,batch": "\n", "single,FULLYBAYESIAN,True,False,False,True,True,True,True,single": "\n", "single,FULLYBAYESIAN,True,False,True,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,True,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,True,False,False,False,True,batch": "\n", "single,FULLYBAYESIAN,True,False,True,False,False,False,True,single": "\n", "single,FULLYBAYESIAN,True,False,True,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,True,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,True,False,False,True,True,batch": "\n", "single,FULLYBAYESIAN,True,False,True,False,False,True,True,single": "\n", "single,FULLYBAYESIAN,True,False,True,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,True,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,True,False,True,False,True,batch": "\n", "single,FULLYBAYESIAN,True,False,True,False,True,False,True,single": "\n", "single,FULLYBAYESIAN,True,False,True,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,True,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,True,False,True,True,True,batch": "\n", "single,FULLYBAYESIAN,True,False,True,False,True,True,True,single": "\n", "single,FULLYBAYESIAN,True,False,True,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,True,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,True,True,False,False,True,batch": "\n", "single,FULLYBAYESIAN,True,False,True,True,False,False,True,single": "\n", "single,FULLYBAYESIAN,True,False,True,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,True,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,True,True,False,True,True,batch": "\n", "single,FULLYBAYESIAN,True,False,True,True,False,True,True,single": "\n", "single,FULLYBAYESIAN,True,False,True,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,True,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,True,True,True,False,True,batch": "\n", "single,FULLYBAYESIAN,True,False,True,True,True,False,True,single": "\n", "single,FULLYBAYESIAN,True,False,True,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,True,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,True,True,True,True,True,batch": "\n", "single,FULLYBAYESIAN,True,False,True,True,True,True,True,single": "\n", "single,FULLYBAYESIAN,True,True,False,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,False,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,False,False,False,False,True,batch": "\n", "single,FULLYBAYESIAN,True,True,False,False,False,False,True,single": "\n", "single,FULLYBAYESIAN,True,True,False,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,False,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,False,False,False,True,True,batch": "\n", "single,FULLYBAYESIAN,True,True,False,False,False,True,True,single": "\n", "single,FULLYBAYESIAN,True,True,False,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,False,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,False,False,True,False,True,batch": "\n", "single,FULLYBAYESIAN,True,True,False,False,True,False,True,single": "\n", "single,FULLYBAYESIAN,True,True,False,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,False,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,False,False,True,True,True,batch": "\n", "single,FULLYBAYESIAN,True,True,False,False,True,True,True,single": "\n", "single,FULLYBAYESIAN,True,True,False,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,False,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,False,True,False,False,True,batch": "\n", "single,FULLYBAYESIAN,True,True,False,True,False,False,True,single": "\n", "single,FULLYBAYESIAN,True,True,False,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,False,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,False,True,False,True,True,batch": "\n", "single,FULLYBAYESIAN,True,True,False,True,False,True,True,single": "\n", "single,FULLYBAYESIAN,True,True,False,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,False,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,False,True,True,False,True,batch": "\n", "single,FULLYBAYESIAN,True,True,False,True,True,False,True,single": "\n", "single,FULLYBAYESIAN,True,True,False,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,False,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,False,True,True,True,True,batch": "\n", "single,FULLYBAYESIAN,True,True,False,True,True,True,True,single": "\n", "single,FULLYBAYESIAN,True,True,True,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,True,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,True,False,False,False,True,batch": "\n", "single,FULLYBAYESIAN,True,True,True,False,False,False,True,single": "\n", "single,FULLYBAYESIAN,True,True,True,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,True,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,True,False,False,True,True,batch": "\n", "single,FULLYBAYESIAN,True,True,True,False,False,True,True,single": "\n", "single,FULLYBAYESIAN,True,True,True,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,True,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,True,False,True,False,True,batch": "\n", "single,FULLYBAYESIAN,True,True,True,False,True,False,True,single": "\n", "single,FULLYBAYESIAN,True,True,True,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,True,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,True,False,True,True,True,batch": "\n", "single,FULLYBAYESIAN,True,True,True,False,True,True,True,single": "\n", "single,FULLYBAYESIAN,True,True,True,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,True,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,True,True,False,False,True,batch": "\n", "single,FULLYBAYESIAN,True,True,True,True,False,False,True,single": "\n", "single,FULLYBAYESIAN,True,True,True,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,True,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,True,True,False,True,True,batch": "\n", "single,FULLYBAYESIAN,True,True,True,True,False,True,True,single": "\n", "single,FULLYBAYESIAN,True,True,True,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,True,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,True,True,True,False,True,batch": "\n", "single,FULLYBAYESIAN,True,True,True,True,True,False,True,single": "\n", "single,FULLYBAYESIAN,True,True,True,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,True,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,True,True,True,True,True,batch": "\n", "single,FULLYBAYESIAN,True,True,True,True,True,True,True,single": "\n", "single,GPEI,False,False,False,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,False,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,False,False,False,False,True,batch": "\n", "single,GPEI,False,False,False,False,False,False,True,single": "\n", "single,GPEI,False,False,False,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,False,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,False,False,False,True,True,batch": "\n", "single,GPEI,False,False,False,False,False,True,True,single": "\n", "single,GPEI,False,False,False,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,False,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,False,False,True,False,True,batch": "\n", "single,GPEI,False,False,False,False,True,False,True,single": "\n", "single,GPEI,False,False,False,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,False,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,False,False,True,True,True,batch": "\n", "single,GPEI,False,False,False,False,True,True,True,single": "\n", "single,GPEI,False,False,False,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,False,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,False,True,False,False,True,batch": "\n", "single,GPEI,False,False,False,True,False,False,True,single": "\n", "single,GPEI,False,False,False,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,False,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,False,True,False,True,True,batch": "\n", "single,GPEI,False,False,False,True,False,True,True,single": "\n", "single,GPEI,False,False,False,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,False,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,False,True,True,False,True,batch": "\n", "single,GPEI,False,False,False,True,True,False,True,single": "\n", "single,GPEI,False,False,False,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,False,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,False,True,True,True,True,batch": "\n", "single,GPEI,False,False,False,True,True,True,True,single": "\n", "single,GPEI,False,False,True,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,True,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,True,False,False,False,True,batch": "\n", "single,GPEI,False,False,True,False,False,False,True,single": "\n", "single,GPEI,False,False,True,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,True,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,True,False,False,True,True,batch": "\n", "single,GPEI,False,False,True,False,False,True,True,single": "\n", "single,GPEI,False,False,True,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,True,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,True,False,True,False,True,batch": "\n", "single,GPEI,False,False,True,False,True,False,True,single": "\n", "single,GPEI,False,False,True,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,True,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,True,False,True,True,True,batch": "\n", "single,GPEI,False,False,True,False,True,True,True,single": "\n", "single,GPEI,False,False,True,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,True,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,True,True,False,False,True,batch": "\n", "single,GPEI,False,False,True,True,False,False,True,single": "\n", "single,GPEI,False,False,True,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,True,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,True,True,False,True,True,batch": "\n", "single,GPEI,False,False,True,True,False,True,True,single": "\n", "single,GPEI,False,False,True,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,True,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,True,True,True,False,True,batch": "\n", "single,GPEI,False,False,True,True,True,False,True,single": "\n", "single,GPEI,False,False,True,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,True,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,True,True,True,True,True,batch": "\n", "single,GPEI,False,False,True,True,True,True,True,single": "\n", "single,GPEI,False,True,False,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,False,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,False,False,False,False,True,batch": "\n", "single,GPEI,False,True,False,False,False,False,True,single": "\n", "single,GPEI,False,True,False,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,False,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,False,False,False,True,True,batch": "\n", "single,GPEI,False,True,False,False,False,True,True,single": "\n", "single,GPEI,False,True,False,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,False,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,False,False,True,False,True,batch": "\n", "single,GPEI,False,True,False,False,True,False,True,single": "\n", "single,GPEI,False,True,False,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,False,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,False,False,True,True,True,batch": "\n", "single,GPEI,False,True,False,False,True,True,True,single": "\n", "single,GPEI,False,True,False,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,False,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,False,True,False,False,True,batch": "\n", "single,GPEI,False,True,False,True,False,False,True,single": "\n", "single,GPEI,False,True,False,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,False,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,False,True,False,True,True,batch": "\n", "single,GPEI,False,True,False,True,False,True,True,single": "\n", "single,GPEI,False,True,False,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,False,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,False,True,True,False,True,batch": "\n", "single,GPEI,False,True,False,True,True,False,True,single": "\n", "single,GPEI,False,True,False,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,False,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,False,True,True,True,True,batch": "\n", "single,GPEI,False,True,False,True,True,True,True,single": "\n", "single,GPEI,False,True,True,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,True,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,True,False,False,False,True,batch": "\n", "single,GPEI,False,True,True,False,False,False,True,single": "\n", "single,GPEI,False,True,True,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,True,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,True,False,False,True,True,batch": "\n", "single,GPEI,False,True,True,False,False,True,True,single": "\n", "single,GPEI,False,True,True,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,True,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,True,False,True,False,True,batch": "\n", "single,GPEI,False,True,True,False,True,False,True,single": "\n", "single,GPEI,False,True,True,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,True,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,True,False,True,True,True,batch": "\n", "single,GPEI,False,True,True,False,True,True,True,single": "\n", "single,GPEI,False,True,True,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,True,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,True,True,False,False,True,batch": "\n", "single,GPEI,False,True,True,True,False,False,True,single": "\n", "single,GPEI,False,True,True,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,True,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,True,True,False,True,True,batch": "\n", "single,GPEI,False,True,True,True,False,True,True,single": "\n", "single,GPEI,False,True,True,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,True,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,True,True,True,False,True,batch": "\n", "single,GPEI,False,True,True,True,True,False,True,single": "\n", "single,GPEI,False,True,True,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,True,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,True,True,True,True,True,batch": "\n", "single,GPEI,False,True,True,True,True,True,True,single": "\n", "single,GPEI,True,False,False,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,False,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,False,False,False,False,True,batch": "\n", "single,GPEI,True,False,False,False,False,False,True,single": "\n", "single,GPEI,True,False,False,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,False,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,False,False,False,True,True,batch": "\n", "single,GPEI,True,False,False,False,False,True,True,single": "\n", "single,GPEI,True,False,False,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,False,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,False,False,True,False,True,batch": "\n", "single,GPEI,True,False,False,False,True,False,True,single": "\n", "single,GPEI,True,False,False,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,False,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,False,False,True,True,True,batch": "\n", "single,GPEI,True,False,False,False,True,True,True,single": "\n", "single,GPEI,True,False,False,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,False,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,False,True,False,False,True,batch": "\n", "single,GPEI,True,False,False,True,False,False,True,single": "\n", "single,GPEI,True,False,False,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,False,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,False,True,False,True,True,batch": "\n", "single,GPEI,True,False,False,True,False,True,True,single": "\n", "single,GPEI,True,False,False,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,False,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,False,True,True,False,True,batch": "\n", "single,GPEI,True,False,False,True,True,False,True,single": "\n", "single,GPEI,True,False,False,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,False,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,False,True,True,True,True,batch": "\n", "single,GPEI,True,False,False,True,True,True,True,single": "\n", "single,GPEI,True,False,True,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,True,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,True,False,False,False,True,batch": "\n", "single,GPEI,True,False,True,False,False,False,True,single": "\n", "single,GPEI,True,False,True,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,True,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,True,False,False,True,True,batch": "\n", "single,GPEI,True,False,True,False,False,True,True,single": "\n", "single,GPEI,True,False,True,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,True,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,True,False,True,False,True,batch": "\n", "single,GPEI,True,False,True,False,True,False,True,single": "\n", "single,GPEI,True,False,True,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,True,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,True,False,True,True,True,batch": "\n", "single,GPEI,True,False,True,False,True,True,True,single": "\n", "single,GPEI,True,False,True,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,True,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,True,True,False,False,True,batch": "\n", "single,GPEI,True,False,True,True,False,False,True,single": "\n", "single,GPEI,True,False,True,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,True,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,True,True,False,True,True,batch": "\n", "single,GPEI,True,False,True,True,False,True,True,single": "\n", "single,GPEI,True,False,True,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,True,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,True,True,True,False,True,batch": "\n", "single,GPEI,True,False,True,True,True,False,True,single": "\n", "single,GPEI,True,False,True,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,True,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,True,True,True,True,True,batch": "\n", "single,GPEI,True,False,True,True,True,True,True,single": "\n", "single,GPEI,True,True,False,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,False,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,False,False,False,False,True,batch": "\n", "single,GPEI,True,True,False,False,False,False,True,single": "\n", "single,GPEI,True,True,False,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,False,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,False,False,False,True,True,batch": "\n", "single,GPEI,True,True,False,False,False,True,True,single": "\n", "single,GPEI,True,True,False,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,False,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,False,False,True,False,True,batch": "\n", "single,GPEI,True,True,False,False,True,False,True,single": "\n", "single,GPEI,True,True,False,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,False,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,False,False,True,True,True,batch": "\n", "single,GPEI,True,True,False,False,True,True,True,single": "\n", "single,GPEI,True,True,False,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,False,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,False,True,False,False,True,batch": "\n", "single,GPEI,True,True,False,True,False,False,True,single": "\n", "single,GPEI,True,True,False,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,False,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,False,True,False,True,True,batch": "\n", "single,GPEI,True,True,False,True,False,True,True,single": "\n", "single,GPEI,True,True,False,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,False,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,False,True,True,False,True,batch": "\n", "single,GPEI,True,True,False,True,True,False,True,single": "\n", "single,GPEI,True,True,False,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,False,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,False,True,True,True,True,batch": "\n", "single,GPEI,True,True,False,True,True,True,True,single": "\n", "single,GPEI,True,True,True,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,True,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,True,False,False,False,True,batch": "\n", "single,GPEI,True,True,True,False,False,False,True,single": "\n", "single,GPEI,True,True,True,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,True,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,True,False,False,True,True,batch": "\n", "single,GPEI,True,True,True,False,False,True,True,single": "\n", "single,GPEI,True,True,True,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,True,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,True,False,True,False,True,batch": "\n", "single,GPEI,True,True,True,False,True,False,True,single": "\n", "single,GPEI,True,True,True,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,True,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,True,False,True,True,True,batch": "\n", "single,GPEI,True,True,True,False,True,True,True,single": "\n", "single,GPEI,True,True,True,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,True,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,True,True,False,False,True,batch": "\n", "single,GPEI,True,True,True,True,False,False,True,single": "\n", "single,GPEI,True,True,True,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,True,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,True,True,False,True,True,batch": "\n", "single,GPEI,True,True,True,True,False,True,True,single": "\n", "single,GPEI,True,True,True,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,True,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,True,True,True,False,True,batch": "\n", "single,GPEI,True,True,True,True,True,False,True,single": "\n", "single,GPEI,True,True,True,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,True,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,True,True,True,True,True,batch": "\n", "single,GPEI,True,True,True,True,True,True,True,single": "\n"};
+ var preambleLookup = {"multi,FULLYBAYESIAN,False,False,False,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,False,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,False,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,False,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,False,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,False,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,False,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,False,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,False,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,True,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,True,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,True,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,True,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,True,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,True,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,True,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,False,True,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,False,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,False,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,False,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,False,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,False,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,False,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,False,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,False,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,True,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,True,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,True,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,True,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,True,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,True,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,True,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,False,True,True,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,False,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,False,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,False,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,False,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,False,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,False,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,False,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,False,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,True,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,True,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,True,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,True,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,True,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,True,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,True,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,False,True,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,False,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,False,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,False,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,False,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,False,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,False,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,False,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,False,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,True,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,True,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,True,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,True,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,True,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,True,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,True,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,False,True,True,True,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,False,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,False,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,False,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,False,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,False,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,False,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,False,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,False,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,True,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,True,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,True,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,True,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,True,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,True,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,True,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,False,True,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,False,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,False,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,False,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,False,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,False,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,False,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,False,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,False,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,True,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,True,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,True,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,True,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,True,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,True,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,True,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,False,True,True,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,False,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,False,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,False,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,False,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,False,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,False,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,False,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,False,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,True,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,True,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,True,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,True,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,True,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,True,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,True,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,False,True,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,False,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,False,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,False,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,False,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,False,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,False,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,False,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,False,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,True,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,True,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,True,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,True,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,True,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,True,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,True,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,FULLYBAYESIAN,True,True,True,True,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,False,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,False,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,False,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,False,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,False,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,False,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,False,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,False,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,True,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,True,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,True,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,True,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,True,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,True,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,True,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,False,True,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,False,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,False,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,False,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,False,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,False,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,False,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,False,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,False,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,True,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,True,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,True,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,True,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,True,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,True,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,True,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,False,True,True,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,False,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,False,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,False,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,False,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,False,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,False,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,False,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,False,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,True,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,True,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,True,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,True,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,True,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,True,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,True,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,False,True,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,False,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,False,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,False,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,False,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,False,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,False,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,False,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,False,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,True,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,True,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,True,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,True,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,True,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,True,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,True,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,False,True,True,True,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,False,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,False,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,False,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,False,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,False,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,False,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,False,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,False,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,True,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,True,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,True,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,True,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,True,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,True,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,True,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,False,True,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,False,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,False,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,False,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,False,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,False,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,False,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,False,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,False,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,True,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,True,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,True,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,True,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,True,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,True,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,True,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,False,True,True,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,False,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,False,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,False,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,False,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,False,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,False,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,False,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,False,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,True,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,True,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,True,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,True,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,True,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,True,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,True,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,False,True,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,False,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,False,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,False,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,False,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,False,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,False,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,False,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,False,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,True,False,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,True,False,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,True,False,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,True,False,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,True,True,False,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,True,True,False,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,True,True,True,True,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "multi,GPEI,True,True,True,True,True,True,True,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-multi%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-True%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-multi+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-True+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,False,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,False,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,False,False,False,False,True,batch": "\n", "single,FULLYBAYESIAN,False,False,False,False,False,False,True,single": "\n", "single,FULLYBAYESIAN,False,False,False,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,False,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,False,False,False,True,True,batch": "\n", "single,FULLYBAYESIAN,False,False,False,False,False,True,True,single": "\n", "single,FULLYBAYESIAN,False,False,False,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,False,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,False,False,True,False,True,batch": "\n", "single,FULLYBAYESIAN,False,False,False,False,True,False,True,single": "\n", "single,FULLYBAYESIAN,False,False,False,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,False,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,False,False,True,True,True,batch": "\n", "single,FULLYBAYESIAN,False,False,False,False,True,True,True,single": "\n", "single,FULLYBAYESIAN,False,False,False,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,False,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,False,True,False,False,True,batch": "\n", "single,FULLYBAYESIAN,False,False,False,True,False,False,True,single": "\n", "single,FULLYBAYESIAN,False,False,False,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,False,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,False,True,False,True,True,batch": "\n", "single,FULLYBAYESIAN,False,False,False,True,False,True,True,single": "\n", "single,FULLYBAYESIAN,False,False,False,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,False,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,False,True,True,False,True,batch": "\n", "single,FULLYBAYESIAN,False,False,False,True,True,False,True,single": "\n", "single,FULLYBAYESIAN,False,False,False,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,False,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,False,True,True,True,True,batch": "\n", "single,FULLYBAYESIAN,False,False,False,True,True,True,True,single": "\n", "single,FULLYBAYESIAN,False,False,True,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,True,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,True,False,False,False,True,batch": "\n", "single,FULLYBAYESIAN,False,False,True,False,False,False,True,single": "\n", "single,FULLYBAYESIAN,False,False,True,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,True,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,True,False,False,True,True,batch": "\n", "single,FULLYBAYESIAN,False,False,True,False,False,True,True,single": "\n", "single,FULLYBAYESIAN,False,False,True,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,True,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,True,False,True,False,True,batch": "\n", "single,FULLYBAYESIAN,False,False,True,False,True,False,True,single": "\n", "single,FULLYBAYESIAN,False,False,True,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,True,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,True,False,True,True,True,batch": "\n", "single,FULLYBAYESIAN,False,False,True,False,True,True,True,single": "\n", "single,FULLYBAYESIAN,False,False,True,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,True,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,True,True,False,False,True,batch": "\n", "single,FULLYBAYESIAN,False,False,True,True,False,False,True,single": "\n", "single,FULLYBAYESIAN,False,False,True,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,True,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,True,True,False,True,True,batch": "\n", "single,FULLYBAYESIAN,False,False,True,True,False,True,True,single": "\n", "single,FULLYBAYESIAN,False,False,True,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,True,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,True,True,True,False,True,batch": "\n", "single,FULLYBAYESIAN,False,False,True,True,True,False,True,single": "\n", "single,FULLYBAYESIAN,False,False,True,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,True,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,False,True,True,True,True,True,batch": "\n", "single,FULLYBAYESIAN,False,False,True,True,True,True,True,single": "\n", "single,FULLYBAYESIAN,False,True,False,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,False,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,False,False,False,False,True,batch": "\n", "single,FULLYBAYESIAN,False,True,False,False,False,False,True,single": "\n", "single,FULLYBAYESIAN,False,True,False,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,False,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,False,False,False,True,True,batch": "\n", "single,FULLYBAYESIAN,False,True,False,False,False,True,True,single": "\n", "single,FULLYBAYESIAN,False,True,False,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,False,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,False,False,True,False,True,batch": "\n", "single,FULLYBAYESIAN,False,True,False,False,True,False,True,single": "\n", "single,FULLYBAYESIAN,False,True,False,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,False,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,False,False,True,True,True,batch": "\n", "single,FULLYBAYESIAN,False,True,False,False,True,True,True,single": "\n", "single,FULLYBAYESIAN,False,True,False,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,False,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,False,True,False,False,True,batch": "\n", "single,FULLYBAYESIAN,False,True,False,True,False,False,True,single": "\n", "single,FULLYBAYESIAN,False,True,False,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,False,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,False,True,False,True,True,batch": "\n", "single,FULLYBAYESIAN,False,True,False,True,False,True,True,single": "\n", "single,FULLYBAYESIAN,False,True,False,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,False,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,False,True,True,False,True,batch": "\n", "single,FULLYBAYESIAN,False,True,False,True,True,False,True,single": "\n", "single,FULLYBAYESIAN,False,True,False,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,False,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,False,True,True,True,True,batch": "\n", "single,FULLYBAYESIAN,False,True,False,True,True,True,True,single": "\n", "single,FULLYBAYESIAN,False,True,True,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,True,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,True,False,False,False,True,batch": "\n", "single,FULLYBAYESIAN,False,True,True,False,False,False,True,single": "\n", "single,FULLYBAYESIAN,False,True,True,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,True,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,True,False,False,True,True,batch": "\n", "single,FULLYBAYESIAN,False,True,True,False,False,True,True,single": "\n", "single,FULLYBAYESIAN,False,True,True,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,True,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,True,False,True,False,True,batch": "\n", "single,FULLYBAYESIAN,False,True,True,False,True,False,True,single": "\n", "single,FULLYBAYESIAN,False,True,True,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,True,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,True,False,True,True,True,batch": "\n", "single,FULLYBAYESIAN,False,True,True,False,True,True,True,single": "\n", "single,FULLYBAYESIAN,False,True,True,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,True,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,True,True,False,False,True,batch": "\n", "single,FULLYBAYESIAN,False,True,True,True,False,False,True,single": "\n", "single,FULLYBAYESIAN,False,True,True,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,True,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,True,True,False,True,True,batch": "\n", "single,FULLYBAYESIAN,False,True,True,True,False,True,True,single": "\n", "single,FULLYBAYESIAN,False,True,True,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,True,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,True,True,True,False,True,batch": "\n", "single,FULLYBAYESIAN,False,True,True,True,True,False,True,single": "\n", "single,FULLYBAYESIAN,False,True,True,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,True,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,False,True,True,True,True,True,True,batch": "\n", "single,FULLYBAYESIAN,False,True,True,True,True,True,True,single": "\n", "single,FULLYBAYESIAN,True,False,False,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,False,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,False,False,False,False,True,batch": "\n", "single,FULLYBAYESIAN,True,False,False,False,False,False,True,single": "\n", "single,FULLYBAYESIAN,True,False,False,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,False,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,False,False,False,True,True,batch": "\n", "single,FULLYBAYESIAN,True,False,False,False,False,True,True,single": "\n", "single,FULLYBAYESIAN,True,False,False,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,False,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,False,False,True,False,True,batch": "\n", "single,FULLYBAYESIAN,True,False,False,False,True,False,True,single": "\n", "single,FULLYBAYESIAN,True,False,False,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,False,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,False,False,True,True,True,batch": "\n", "single,FULLYBAYESIAN,True,False,False,False,True,True,True,single": "\n", "single,FULLYBAYESIAN,True,False,False,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,False,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,False,True,False,False,True,batch": "\n", "single,FULLYBAYESIAN,True,False,False,True,False,False,True,single": "\n", "single,FULLYBAYESIAN,True,False,False,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,False,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,False,True,False,True,True,batch": "\n", "single,FULLYBAYESIAN,True,False,False,True,False,True,True,single": "\n", "single,FULLYBAYESIAN,True,False,False,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,False,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,False,True,True,False,True,batch": "\n", "single,FULLYBAYESIAN,True,False,False,True,True,False,True,single": "\n", "single,FULLYBAYESIAN,True,False,False,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,False,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,False,True,True,True,True,batch": "\n", "single,FULLYBAYESIAN,True,False,False,True,True,True,True,single": "\n", "single,FULLYBAYESIAN,True,False,True,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,True,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,True,False,False,False,True,batch": "\n", "single,FULLYBAYESIAN,True,False,True,False,False,False,True,single": "\n", "single,FULLYBAYESIAN,True,False,True,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,True,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,True,False,False,True,True,batch": "\n", "single,FULLYBAYESIAN,True,False,True,False,False,True,True,single": "\n", "single,FULLYBAYESIAN,True,False,True,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,True,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,True,False,True,False,True,batch": "\n", "single,FULLYBAYESIAN,True,False,True,False,True,False,True,single": "\n", "single,FULLYBAYESIAN,True,False,True,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,True,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,True,False,True,True,True,batch": "\n", "single,FULLYBAYESIAN,True,False,True,False,True,True,True,single": "\n", "single,FULLYBAYESIAN,True,False,True,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,True,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,True,True,False,False,True,batch": "\n", "single,FULLYBAYESIAN,True,False,True,True,False,False,True,single": "\n", "single,FULLYBAYESIAN,True,False,True,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,True,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,True,True,False,True,True,batch": "\n", "single,FULLYBAYESIAN,True,False,True,True,False,True,True,single": "\n", "single,FULLYBAYESIAN,True,False,True,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,True,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,True,True,True,False,True,batch": "\n", "single,FULLYBAYESIAN,True,False,True,True,True,False,True,single": "\n", "single,FULLYBAYESIAN,True,False,True,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,True,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,False,True,True,True,True,True,batch": "\n", "single,FULLYBAYESIAN,True,False,True,True,True,True,True,single": "\n", "single,FULLYBAYESIAN,True,True,False,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,False,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,False,False,False,False,True,batch": "\n", "single,FULLYBAYESIAN,True,True,False,False,False,False,True,single": "\n", "single,FULLYBAYESIAN,True,True,False,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,False,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,False,False,False,True,True,batch": "\n", "single,FULLYBAYESIAN,True,True,False,False,False,True,True,single": "\n", "single,FULLYBAYESIAN,True,True,False,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,False,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,False,False,True,False,True,batch": "\n", "single,FULLYBAYESIAN,True,True,False,False,True,False,True,single": "\n", "single,FULLYBAYESIAN,True,True,False,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,False,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,False,False,True,True,True,batch": "\n", "single,FULLYBAYESIAN,True,True,False,False,True,True,True,single": "\n", "single,FULLYBAYESIAN,True,True,False,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,False,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,False,True,False,False,True,batch": "\n", "single,FULLYBAYESIAN,True,True,False,True,False,False,True,single": "\n", "single,FULLYBAYESIAN,True,True,False,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,False,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,False,True,False,True,True,batch": "\n", "single,FULLYBAYESIAN,True,True,False,True,False,True,True,single": "\n", "single,FULLYBAYESIAN,True,True,False,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,False,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,False,True,True,False,True,batch": "\n", "single,FULLYBAYESIAN,True,True,False,True,True,False,True,single": "\n", "single,FULLYBAYESIAN,True,True,False,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,False,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,False,True,True,True,True,batch": "\n", "single,FULLYBAYESIAN,True,True,False,True,True,True,True,single": "\n", "single,FULLYBAYESIAN,True,True,True,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,True,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,True,False,False,False,True,batch": "\n", "single,FULLYBAYESIAN,True,True,True,False,False,False,True,single": "\n", "single,FULLYBAYESIAN,True,True,True,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,True,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,True,False,False,True,True,batch": "\n", "single,FULLYBAYESIAN,True,True,True,False,False,True,True,single": "\n", "single,FULLYBAYESIAN,True,True,True,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,True,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,True,False,True,False,True,batch": "\n", "single,FULLYBAYESIAN,True,True,True,False,True,False,True,single": "\n", "single,FULLYBAYESIAN,True,True,True,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,True,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,True,False,True,True,True,batch": "\n", "single,FULLYBAYESIAN,True,True,True,False,True,True,True,single": "\n", "single,FULLYBAYESIAN,True,True,True,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,True,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,True,True,False,False,True,batch": "\n", "single,FULLYBAYESIAN,True,True,True,True,False,False,True,single": "\n", "single,FULLYBAYESIAN,True,True,True,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,True,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,True,True,False,True,True,batch": "\n", "single,FULLYBAYESIAN,True,True,True,True,False,True,True,single": "\n", "single,FULLYBAYESIAN,True,True,True,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,True,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,True,True,True,False,True,batch": "\n", "single,FULLYBAYESIAN,True,True,True,True,True,False,True,single": "\n", "single,FULLYBAYESIAN,True,True,True,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,True,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-FULLYBAYESIAN%2Bcustom_gen-True%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,FULLYBAYESIAN,True,True,True,True,True,True,True,batch": "\n", "single,FULLYBAYESIAN,True,True,True,True,True,True,True,single": "\n", "single,GPEI,False,False,False,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,False,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,False,False,False,False,True,batch": "\n", "single,GPEI,False,False,False,False,False,False,True,single": "\n", "single,GPEI,False,False,False,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,False,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,False,False,False,True,True,batch": "\n", "single,GPEI,False,False,False,False,False,True,True,single": "\n", "single,GPEI,False,False,False,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,False,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,False,False,True,False,True,batch": "\n", "single,GPEI,False,False,False,False,True,False,True,single": "\n", "single,GPEI,False,False,False,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,False,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,False,False,True,True,True,batch": "\n", "single,GPEI,False,False,False,False,True,True,True,single": "\n", "single,GPEI,False,False,False,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,False,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,False,True,False,False,True,batch": "\n", "single,GPEI,False,False,False,True,False,False,True,single": "\n", "single,GPEI,False,False,False,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,False,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,False,True,False,True,True,batch": "\n", "single,GPEI,False,False,False,True,False,True,True,single": "\n", "single,GPEI,False,False,False,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,False,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,False,True,True,False,True,batch": "\n", "single,GPEI,False,False,False,True,True,False,True,single": "\n", "single,GPEI,False,False,False,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,False,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,False,True,True,True,True,batch": "\n", "single,GPEI,False,False,False,True,True,True,True,single": "\n", "single,GPEI,False,False,True,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,True,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,True,False,False,False,True,batch": "\n", "single,GPEI,False,False,True,False,False,False,True,single": "\n", "single,GPEI,False,False,True,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,True,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,True,False,False,True,True,batch": "\n", "single,GPEI,False,False,True,False,False,True,True,single": "\n", "single,GPEI,False,False,True,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,True,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,True,False,True,False,True,batch": "\n", "single,GPEI,False,False,True,False,True,False,True,single": "\n", "single,GPEI,False,False,True,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,True,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,True,False,True,True,True,batch": "\n", "single,GPEI,False,False,True,False,True,True,True,single": "\n", "single,GPEI,False,False,True,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,True,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,True,True,False,False,True,batch": "\n", "single,GPEI,False,False,True,True,False,False,True,single": "\n", "single,GPEI,False,False,True,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,True,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,True,True,False,True,True,batch": "\n", "single,GPEI,False,False,True,True,False,True,True,single": "\n", "single,GPEI,False,False,True,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,True,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,True,True,True,False,True,batch": "\n", "single,GPEI,False,False,True,True,True,False,True,single": "\n", "single,GPEI,False,False,True,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,True,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,False,True,True,True,True,True,batch": "\n", "single,GPEI,False,False,True,True,True,True,True,single": "\n", "single,GPEI,False,True,False,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,False,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,False,False,False,False,True,batch": "\n", "single,GPEI,False,True,False,False,False,False,True,single": "\n", "single,GPEI,False,True,False,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,False,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,False,False,False,True,True,batch": "\n", "single,GPEI,False,True,False,False,False,True,True,single": "\n", "single,GPEI,False,True,False,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,False,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,False,False,True,False,True,batch": "\n", "single,GPEI,False,True,False,False,True,False,True,single": "\n", "single,GPEI,False,True,False,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,False,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,False,False,True,True,True,batch": "\n", "single,GPEI,False,True,False,False,True,True,True,single": "\n", "single,GPEI,False,True,False,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,False,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,False,True,False,False,True,batch": "\n", "single,GPEI,False,True,False,True,False,False,True,single": "\n", "single,GPEI,False,True,False,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,False,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,False,True,False,True,True,batch": "\n", "single,GPEI,False,True,False,True,False,True,True,single": "\n", "single,GPEI,False,True,False,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,False,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,False,True,True,False,True,batch": "\n", "single,GPEI,False,True,False,True,True,False,True,single": "\n", "single,GPEI,False,True,False,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,False,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,False,True,True,True,True,batch": "\n", "single,GPEI,False,True,False,True,True,True,True,single": "\n", "single,GPEI,False,True,True,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,True,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,True,False,False,False,True,batch": "\n", "single,GPEI,False,True,True,False,False,False,True,single": "\n", "single,GPEI,False,True,True,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,True,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,True,False,False,True,True,batch": "\n", "single,GPEI,False,True,True,False,False,True,True,single": "\n", "single,GPEI,False,True,True,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,True,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,True,False,True,False,True,batch": "\n", "single,GPEI,False,True,True,False,True,False,True,single": "\n", "single,GPEI,False,True,True,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,True,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,True,False,True,True,True,batch": "\n", "single,GPEI,False,True,True,False,True,True,True,single": "\n", "single,GPEI,False,True,True,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,True,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,True,True,False,False,True,batch": "\n", "single,GPEI,False,True,True,True,False,False,True,single": "\n", "single,GPEI,False,True,True,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,True,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,True,True,False,True,True,batch": "\n", "single,GPEI,False,True,True,True,False,True,True,single": "\n", "single,GPEI,False,True,True,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,True,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,True,True,True,False,True,batch": "\n", "single,GPEI,False,True,True,True,True,False,True,single": "\n", "single,GPEI,False,True,True,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,True,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-False%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-False+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,False,True,True,True,True,True,True,batch": "\n", "single,GPEI,False,True,True,True,True,True,True,single": "\n", "single,GPEI,True,False,False,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,False,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,False,False,False,False,True,batch": "\n", "single,GPEI,True,False,False,False,False,False,True,single": "\n", "single,GPEI,True,False,False,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,False,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,False,False,False,True,True,batch": "\n", "single,GPEI,True,False,False,False,False,True,True,single": "\n", "single,GPEI,True,False,False,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,False,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,False,False,True,False,True,batch": "\n", "single,GPEI,True,False,False,False,True,False,True,single": "\n", "single,GPEI,True,False,False,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,False,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,False,False,True,True,True,batch": "\n", "single,GPEI,True,False,False,False,True,True,True,single": "\n", "single,GPEI,True,False,False,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,False,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,False,True,False,False,True,batch": "\n", "single,GPEI,True,False,False,True,False,False,True,single": "\n", "single,GPEI,True,False,False,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,False,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,False,True,False,True,True,batch": "\n", "single,GPEI,True,False,False,True,False,True,True,single": "\n", "single,GPEI,True,False,False,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,False,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,False,True,True,False,True,batch": "\n", "single,GPEI,True,False,False,True,True,False,True,single": "\n", "single,GPEI,True,False,False,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,False,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,False,True,True,True,True,batch": "\n", "single,GPEI,True,False,False,True,True,True,True,single": "\n", "single,GPEI,True,False,True,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,True,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,True,False,False,False,True,batch": "\n", "single,GPEI,True,False,True,False,False,False,True,single": "\n", "single,GPEI,True,False,True,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,True,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,True,False,False,True,True,batch": "\n", "single,GPEI,True,False,True,False,False,True,True,single": "\n", "single,GPEI,True,False,True,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,True,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,True,False,True,False,True,batch": "\n", "single,GPEI,True,False,True,False,True,False,True,single": "\n", "single,GPEI,True,False,True,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,True,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,True,False,True,True,True,batch": "\n", "single,GPEI,True,False,True,False,True,True,True,single": "\n", "single,GPEI,True,False,True,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,True,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,True,True,False,False,True,batch": "\n", "single,GPEI,True,False,True,True,False,False,True,single": "\n", "single,GPEI,True,False,True,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,True,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,True,True,False,True,True,batch": "\n", "single,GPEI,True,False,True,True,False,True,True,single": "\n", "single,GPEI,True,False,True,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,True,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,True,True,True,False,True,batch": "\n", "single,GPEI,True,False,True,True,True,False,True,single": "\n", "single,GPEI,True,False,True,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,True,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-False%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-False+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,False,True,True,True,True,True,batch": "\n", "single,GPEI,True,False,True,True,True,True,True,single": "\n", "single,GPEI,True,True,False,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,False,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,False,False,False,False,True,batch": "\n", "single,GPEI,True,True,False,False,False,False,True,single": "\n", "single,GPEI,True,True,False,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,False,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,False,False,False,True,True,batch": "\n", "single,GPEI,True,True,False,False,False,True,True,single": "\n", "single,GPEI,True,True,False,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,False,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,False,False,True,False,True,batch": "\n", "single,GPEI,True,True,False,False,True,False,True,single": "\n", "single,GPEI,True,True,False,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,False,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,False,False,True,True,True,batch": "\n", "single,GPEI,True,True,False,False,True,True,True,single": "\n", "single,GPEI,True,True,False,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,False,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,False,True,False,False,True,batch": "\n", "single,GPEI,True,True,False,True,False,False,True,single": "\n", "single,GPEI,True,True,False,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,False,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,False,True,False,True,True,batch": "\n", "single,GPEI,True,True,False,True,False,True,True,single": "\n", "single,GPEI,True,True,False,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,False,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,False,True,True,False,True,batch": "\n", "single,GPEI,True,True,False,True,True,False,True,single": "\n", "single,GPEI,True,True,False,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,False,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-False%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,False,True,True,True,True,batch": "\n", "single,GPEI,True,True,False,True,True,True,True,single": "\n", "single,GPEI,True,True,True,False,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,True,False,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,True,False,False,False,True,batch": "\n", "single,GPEI,True,True,True,False,False,False,True,single": "\n", "single,GPEI,True,True,True,False,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,True,False,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,True,False,False,True,True,batch": "\n", "single,GPEI,True,True,True,False,False,True,True,single": "\n", "single,GPEI,True,True,True,False,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,True,False,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,True,False,True,False,True,batch": "\n", "single,GPEI,True,True,True,False,True,False,True,single": "\n", "single,GPEI,True,True,True,False,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,True,False,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-False%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-False+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,True,False,True,True,True,batch": "\n", "single,GPEI,True,True,True,False,True,True,True,single": "\n", "single,GPEI,True,True,True,True,False,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,True,True,False,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,True,True,False,False,True,batch": "\n", "single,GPEI,True,True,True,True,False,False,True,single": "\n", "single,GPEI,True,True,True,True,False,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,True,True,False,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-False%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,True,True,False,True,True,batch": "\n", "single,GPEI,True,True,True,True,False,True,True,single": "\n", "single,GPEI,True,True,True,True,True,False,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,True,True,True,False,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-False%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-False+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,True,True,True,False,True,batch": "\n", "single,GPEI,True,True,True,True,True,False,True,single": "\n", "single,GPEI,True,True,True,True,True,True,False,batch": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-batch.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-batch.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,True,True,True,True,False,single": "\u003ca href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs/generated_notebooks/ax/objective-single%2Bmodel-GPEI%2Bcustom_gen-False%2Bexisting_data-True%2Bsum_constraint-True%2Border_constraint-True%2Blinear_constraint-True%2Bcomposition_constraint-True%2Bcategorical-True%2Bcustom_threshold-False%2Bsynchrony-single.ipynb\"\u003e\u003cimg alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgbaird/honegumi/tree/main/docs\\generated_scripts\\ax\\objective-single+model-GPEI+custom_gen-False+existing_data-True+sum_constraint-True+order_constraint-True+linear_constraint-True+composition_constraint-True+categorical-True+custom_threshold-False+synchrony-single.py\"\u003e\u003cimg alt=\"Open in GitHub\" src=\"https://img.shields.io/badge/Open%20in%20GitHub-blue?logo=github\u0026labelColor=grey\"\u003e\u003c/a\u003e", "single,GPEI,True,True,True,True,True,True,True,batch": "\n", "single,GPEI,True,True,True,True,True,True,True,single": "\n"};
var invalidConfigs = [["single", "FULLYBAYESIAN", "False", "False", "False", "False", "False", "False", "True", "batch"], ["single", "FULLYBAYESIAN", "False", "False", "False", "False", "False", "False", "True", "single"], ["single", "FULLYBAYESIAN", "False", "False", "False", "False", "False", "True", "True", "batch"], ["single", "FULLYBAYESIAN", "False", "False", "False", "False", "False", "True", "True", "single"], ["single", "FULLYBAYESIAN", "False", "False", "False", "False", "True", "False", "True", "batch"], ["single", "FULLYBAYESIAN", "False", "False", "False", "False", "True", "False", "True", "single"], ["single", "FULLYBAYESIAN", "False", "False", "False", "False", "True", "True", "True", "batch"], ["single", "FULLYBAYESIAN", "False", "False", "False", "False", "True", "True", "True", "single"], ["single", "FULLYBAYESIAN", "False", "False", "False", "True", "False", "False", "True", "batch"], ["single", "FULLYBAYESIAN", "False", "False", "False", "True", "False", "False", "True", "single"], ["single", "FULLYBAYESIAN", "False", "False", "False", "True", "False", "True", "True", "batch"], ["single", "FULLYBAYESIAN", "False", "False", "False", "True", "False", "True", "True", "single"], ["single", "FULLYBAYESIAN", "False", "False", "False", "True", "True", "False", "True", "batch"], ["single", "FULLYBAYESIAN", "False", "False", "False", "True", "True", "False", "True", "single"], ["single", "FULLYBAYESIAN", "False", "False", "False", "True", "True", "True", "True", "batch"], ["single", "FULLYBAYESIAN", "False", "False", "False", "True", "True", "True", "True", "single"], ["single", "FULLYBAYESIAN", "False", "False", "True", "False", "False", "False", "True", "batch"], ["single", "FULLYBAYESIAN", "False", "False", "True", "False", "False", "False", "True", "single"], ["single", "FULLYBAYESIAN", "False", "False", "True", "False", "False", "True", "True", "batch"], ["single", "FULLYBAYESIAN", "False", "False", "True", "False", "False", "True", "True", "single"], ["single", "FULLYBAYESIAN", "False", "False", "True", "False", "True", "False", "True", "batch"], ["single", "FULLYBAYESIAN", "False", "False", "True", "False", "True", "False", "True", "single"], ["single", "FULLYBAYESIAN", "False", "False", "True", "False", "True", "True", "True", "batch"], ["single", "FULLYBAYESIAN", "False", "False", "True", "False", "True", "True", "True", "single"], ["single", "FULLYBAYESIAN", "False", "False", "True", "True", "False", "False", "True", "batch"], ["single", "FULLYBAYESIAN", "False", "False", "True", "True", "False", "False", "True", "single"], ["single", "FULLYBAYESIAN", "False", "False", "True", "True", "False", "True", "True", "batch"], ["single", "FULLYBAYESIAN", "False", "False", "True", "True", "False", "True", "True", "single"], ["single", "FULLYBAYESIAN", "False", "False", "True", "True", "True", "False", "True", "batch"], ["single", "FULLYBAYESIAN", "False", "False", "True", "True", "True", "False", "True", "single"], ["single", "FULLYBAYESIAN", "False", "False", "True", "True", "True", "True", "True", "batch"], ["single", "FULLYBAYESIAN", "False", "False", "True", "True", "True", "True", "True", "single"], ["single", "FULLYBAYESIAN", "False", "True", "False", "False", "False", "False", "True", "batch"], ["single", "FULLYBAYESIAN", "False", "True", "False", "False", "False", "False", "True", "single"], ["single", "FULLYBAYESIAN", "False", "True", "False", "False", "False", "True", "True", "batch"], ["single", "FULLYBAYESIAN", "False", "True", "False", "False", "False", "True", "True", "single"], ["single", "FULLYBAYESIAN", "False", "True", "False", "False", "True", "False", "True", "batch"], ["single", "FULLYBAYESIAN", "False", "True", "False", "False", "True", "False", "True", "single"], ["single", "FULLYBAYESIAN", "False", "True", "False", "False", "True", "True", "True", "batch"], ["single", "FULLYBAYESIAN", "False", "True", "False", "False", "True", "True", "True", "single"], ["single", "FULLYBAYESIAN", "False", "True", "False", "True", "False", "False", "True", "batch"], ["single", "FULLYBAYESIAN", "False", "True", "False", "True", "False", "False", "True", "single"], ["single", "FULLYBAYESIAN", "False", "True", "False", "True", "False", "True", "True", "batch"], ["single", "FULLYBAYESIAN", "False", "True", "False", "True", "False", "True", "True", "single"], ["single", "FULLYBAYESIAN", "False", "True", "False", "True", "True", "False", "True", "batch"], ["single", "FULLYBAYESIAN", "False", "True", "False", "True", "True", "False", "True", "single"], ["single", "FULLYBAYESIAN", "False", "True", "False", "True", "True", "True", "True", "batch"], ["single", "FULLYBAYESIAN", "False", "True", "False", "True", "True", "True", "True", "single"], ["single", "FULLYBAYESIAN", "False", "True", "True", "False", "False", "False", "True", "batch"], ["single", "FULLYBAYESIAN", "False", "True", "True", "False", "False", "False", "True", "single"], ["single", "FULLYBAYESIAN", "False", "True", "True", "False", "False", "True", "True", "batch"], ["single", "FULLYBAYESIAN", "False", "True", "True", "False", "False", "True", "True", "single"], ["single", "FULLYBAYESIAN", "False", "True", "True", "False", "True", "False", "True", "batch"], ["single", "FULLYBAYESIAN", "False", "True", "True", "False", "True", "False", "True", "single"], ["single", "FULLYBAYESIAN", "False", "True", "True", "False", "True", "True", "True", "batch"], ["single", "FULLYBAYESIAN", "False", "True", "True", "False", "True", "True", "True", "single"], ["single", "FULLYBAYESIAN", "False", "True", "True", "True", "False", "False", "True", "batch"], ["single", "FULLYBAYESIAN", "False", "True", "True", "True", "False", "False", "True", "single"], ["single", "FULLYBAYESIAN", "False", "True", "True", "True", "False", "True", "True", "batch"], ["single", "FULLYBAYESIAN", "False", "True", "True", "True", "False", "True", "True", "single"], ["single", "FULLYBAYESIAN", "False", "True", "True", "True", "True", "False", "True", "batch"], ["single", "FULLYBAYESIAN", "False", "True", "True", "True", "True", "False", "True", "single"], ["single", "FULLYBAYESIAN", "False", "True", "True", "True", "True", "True", "True", "batch"], ["single", "FULLYBAYESIAN", "False", "True", "True", "True", "True", "True", "True", "single"], ["single", "FULLYBAYESIAN", "True", "False", "False", "False", "False", "False", "True", "batch"], ["single", "FULLYBAYESIAN", "True", "False", "False", "False", "False", "False", "True", "single"], ["single", "FULLYBAYESIAN", "True", "False", "False", "False", "False", "True", "True", "batch"], ["single", "FULLYBAYESIAN", "True", "False", "False", "False", "False", "True", "True", "single"], ["single", "FULLYBAYESIAN", "True", "False", "False", "False", "True", "False", "True", "batch"], ["single", "FULLYBAYESIAN", "True", "False", "False", "False", "True", "False", "True", "single"], ["single", "FULLYBAYESIAN", "True", "False", "False", "False", "True", "True", "True", "batch"], ["single", "FULLYBAYESIAN", "True", "False", "False", "False", "True", "True", "True", "single"], ["single", "FULLYBAYESIAN", "True", "False", "False", "True", "False", "False", "True", "batch"], ["single", "FULLYBAYESIAN", "True", "False", "False", "True", "False", "False", "True", "single"], ["single", "FULLYBAYESIAN", "True", "False", "False", "True", "False", "True", "True", "batch"], ["single", "FULLYBAYESIAN", "True", "False", "False", "True", "False", "True", "True", "single"], ["single", "FULLYBAYESIAN", "True", "False", "False", "True", "True", "False", "True", "batch"], ["single", "FULLYBAYESIAN", "True", "False", "False", "True", "True", "False", "True", "single"], ["single", "FULLYBAYESIAN", "True", "False", "False", "True", "True", "True", "True", "batch"], ["single", "FULLYBAYESIAN", "True", "False", "False", "True", "True", "True", "True", "single"], ["single", "FULLYBAYESIAN", "True", "False", "True", "False", "False", "False", "True", "batch"], ["single", "FULLYBAYESIAN", "True", "False", "True", "False", "False", "False", "True", "single"], ["single", "FULLYBAYESIAN", "True", "False", "True", "False", "False", "True", "True", "batch"], ["single", "FULLYBAYESIAN", "True", "False", "True", "False", "False", "True", "True", "single"], ["single", "FULLYBAYESIAN", "True", "False", "True", "False", "True", "False", "True", "batch"], ["single", "FULLYBAYESIAN", "True", "False", "True", "False", "True", "False", "True", "single"], ["single", "FULLYBAYESIAN", "True", "False", "True", "False", "True", "True", "True", "batch"], ["single", "FULLYBAYESIAN", "True", "False", "True", "False", "True", "True", "True", "single"], ["single", "FULLYBAYESIAN", "True", "False", "True", "True", "False", "False", "True", "batch"], ["single", "FULLYBAYESIAN", "True", "False", "True", "True", "False", "False", "True", "single"], ["single", "FULLYBAYESIAN", "True", "False", "True", "True", "False", "True", "True", "batch"], ["single", "FULLYBAYESIAN", "True", "False", "True", "True", "False", "True", "True", "single"], ["single", "FULLYBAYESIAN", "True", "False", "True", "True", "True", "False", "True", "batch"], ["single", "FULLYBAYESIAN", "True", "False", "True", "True", "True", "False", "True", "single"], ["single", "FULLYBAYESIAN", "True", "False", "True", "True", "True", "True", "True", "batch"], ["single", "FULLYBAYESIAN", "True", "False", "True", "True", "True", "True", "True", "single"], ["single", "FULLYBAYESIAN", "True", "True", "False", "False", "False", "False", "True", "batch"], ["single", "FULLYBAYESIAN", "True", "True", "False", "False", "False", "False", "True", "single"], ["single", "FULLYBAYESIAN", "True", "True", "False", "False", "False", "True", "True", "batch"], ["single", "FULLYBAYESIAN", "True", "True", "False", "False", "False", "True", "True", "single"], ["single", "FULLYBAYESIAN", "True", "True", "False", "False", "True", "False", "True", "batch"], ["single", "FULLYBAYESIAN", "True", "True", "False", "False", "True", "False", "True", "single"], ["single", "FULLYBAYESIAN", "True", "True", "False", "False", "True", "True", "True", "batch"], ["single", "FULLYBAYESIAN", "True", "True", "False", "False", "True", "True", "True", "single"], ["single", "FULLYBAYESIAN", "True", "True", "False", "True", "False", "False", "True", "batch"], ["single", "FULLYBAYESIAN", "True", "True", "False", "True", "False", "False", "True", "single"], ["single", "FULLYBAYESIAN", "True", "True", "False", "True", "False", "True", "True", "batch"], ["single", "FULLYBAYESIAN", "True", "True", "False", "True", "False", "True", "True", "single"], ["single", "FULLYBAYESIAN", "True", "True", "False", "True", "True", "False", "True", "batch"], ["single", "FULLYBAYESIAN", "True", "True", "False", "True", "True", "False", "True", "single"], ["single", "FULLYBAYESIAN", "True", "True", "False", "True", "True", "True", "True", "batch"], ["single", "FULLYBAYESIAN", "True", "True", "False", "True", "True", "True", "True", "single"], ["single", "FULLYBAYESIAN", "True", "True", "True", "False", "False", "False", "True", "batch"], ["single", "FULLYBAYESIAN", "True", "True", "True", "False", "False", "False", "True", "single"], ["single", "FULLYBAYESIAN", "True", "True", "True", "False", "False", "True", "True", "batch"], ["single", "FULLYBAYESIAN", "True", "True", "True", "False", "False", "True", "True", "single"], ["single", "FULLYBAYESIAN", "True", "True", "True", "False", "True", "False", "True", "batch"], ["single", "FULLYBAYESIAN", "True", "True", "True", "False", "True", "False", "True", "single"], ["single", "FULLYBAYESIAN", "True", "True", "True", "False", "True", "True", "True", "batch"], ["single", "FULLYBAYESIAN", "True", "True", "True", "False", "True", "True", "True", "single"], ["single", "FULLYBAYESIAN", "True", "True", "True", "True", "False", "False", "True", "batch"], ["single", "FULLYBAYESIAN", "True", "True", "True", "True", "False", "False", "True", "single"], ["single", "FULLYBAYESIAN", "True", "True", "True", "True", "False", "True", "True", "batch"], ["single", "FULLYBAYESIAN", "True", "True", "True", "True", "False", "True", "True", "single"], ["single", "FULLYBAYESIAN", "True", "True", "True", "True", "True", "False", "True", "batch"], ["single", "FULLYBAYESIAN", "True", "True", "True", "True", "True", "False", "True", "single"], ["single", "FULLYBAYESIAN", "True", "True", "True", "True", "True", "True", "True", "batch"], ["single", "FULLYBAYESIAN", "True", "True", "True", "True", "True", "True", "True", "single"], ["single", "GPEI", "False", "False", "False", "False", "False", "False", "True", "batch"], ["single", "GPEI", "False", "False", "False", "False", "False", "False", "True", "single"], ["single", "GPEI", "False", "False", "False", "False", "False", "True", "True", "batch"], ["single", "GPEI", "False", "False", "False", "False", "False", "True", "True", "single"], ["single", "GPEI", "False", "False", "False", "False", "True", "False", "True", "batch"], ["single", "GPEI", "False", "False", "False", "False", "True", "False", "True", "single"], ["single", "GPEI", "False", "False", "False", "False", "True", "True", "True", "batch"], ["single", "GPEI", "False", "False", "False", "False", "True", "True", "True", "single"], ["single", "GPEI", "False", "False", "False", "True", "False", "False", "True", "batch"], ["single", "GPEI", "False", "False", "False", "True", "False", "False", "True", "single"], ["single", "GPEI", "False", "False", "False", "True", "False", "True", "True", "batch"], ["single", "GPEI", "False", "False", "False", "True", "False", "True", "True", "single"], ["single", "GPEI", "False", "False", "False", "True", "True", "False", "True", "batch"], ["single", "GPEI", "False", "False", "False", "True", "True", "False", "True", "single"], ["single", "GPEI", "False", "False", "False", "True", "True", "True", "True", "batch"], ["single", "GPEI", "False", "False", "False", "True", "True", "True", "True", "single"], ["single", "GPEI", "False", "False", "True", "False", "False", "False", "True", "batch"], ["single", "GPEI", "False", "False", "True", "False", "False", "False", "True", "single"], ["single", "GPEI", "False", "False", "True", "False", "False", "True", "True", "batch"], ["single", "GPEI", "False", "False", "True", "False", "False", "True", "True", "single"], ["single", "GPEI", "False", "False", "True", "False", "True", "False", "True", "batch"], ["single", "GPEI", "False", "False", "True", "False", "True", "False", "True", "single"], ["single", "GPEI", "False", "False", "True", "False", "True", "True", "True", "batch"], ["single", "GPEI", "False", "False", "True", "False", "True", "True", "True", "single"], ["single", "GPEI", "False", "False", "True", "True", "False", "False", "True", "batch"], ["single", "GPEI", "False", "False", "True", "True", "False", "False", "True", "single"], ["single", "GPEI", "False", "False", "True", "True", "False", "True", "True", "batch"], ["single", "GPEI", "False", "False", "True", "True", "False", "True", "True", "single"], ["single", "GPEI", "False", "False", "True", "True", "True", "False", "True", "batch"], ["single", "GPEI", "False", "False", "True", "True", "True", "False", "True", "single"], ["single", "GPEI", "False", "False", "True", "True", "True", "True", "True", "batch"], ["single", "GPEI", "False", "False", "True", "True", "True", "True", "True", "single"], ["single", "GPEI", "False", "True", "False", "False", "False", "False", "True", "batch"], ["single", "GPEI", "False", "True", "False", "False", "False", "False", "True", "single"], ["single", "GPEI", "False", "True", "False", "False", "False", "True", "True", "batch"], ["single", "GPEI", "False", "True", "False", "False", "False", "True", "True", "single"], ["single", "GPEI", "False", "True", "False", "False", "True", "False", "True", "batch"], ["single", "GPEI", "False", "True", "False", "False", "True", "False", "True", "single"], ["single", "GPEI", "False", "True", "False", "False", "True", "True", "True", "batch"], ["single", "GPEI", "False", "True", "False", "False", "True", "True", "True", "single"], ["single", "GPEI", "False", "True", "False", "True", "False", "False", "True", "batch"], ["single", "GPEI", "False", "True", "False", "True", "False", "False", "True", "single"], ["single", "GPEI", "False", "True", "False", "True", "False", "True", "True", "batch"], ["single", "GPEI", "False", "True", "False", "True", "False", "True", "True", "single"], ["single", "GPEI", "False", "True", "False", "True", "True", "False", "True", "batch"], ["single", "GPEI", "False", "True", "False", "True", "True", "False", "True", "single"], ["single", "GPEI", "False", "True", "False", "True", "True", "True", "True", "batch"], ["single", "GPEI", "False", "True", "False", "True", "True", "True", "True", "single"], ["single", "GPEI", "False", "True", "True", "False", "False", "False", "True", "batch"], ["single", "GPEI", "False", "True", "True", "False", "False", "False", "True", "single"], ["single", "GPEI", "False", "True", "True", "False", "False", "True", "True", "batch"], ["single", "GPEI", "False", "True", "True", "False", "False", "True", "True", "single"], ["single", "GPEI", "False", "True", "True", "False", "True", "False", "True", "batch"], ["single", "GPEI", "False", "True", "True", "False", "True", "False", "True", "single"], ["single", "GPEI", "False", "True", "True", "False", "True", "True", "True", "batch"], ["single", "GPEI", "False", "True", "True", "False", "True", "True", "True", "single"], ["single", "GPEI", "False", "True", "True", "True", "False", "False", "True", "batch"], ["single", "GPEI", "False", "True", "True", "True", "False", "False", "True", "single"], ["single", "GPEI", "False", "True", "True", "True", "False", "True", "True", "batch"], ["single", "GPEI", "False", "True", "True", "True", "False", "True", "True", "single"], ["single", "GPEI", "False", "True", "True", "True", "True", "False", "True", "batch"], ["single", "GPEI", "False", "True", "True", "True", "True", "False", "True", "single"], ["single", "GPEI", "False", "True", "True", "True", "True", "True", "True", "batch"], ["single", "GPEI", "False", "True", "True", "True", "True", "True", "True", "single"], ["single", "GPEI", "True", "False", "False", "False", "False", "False", "True", "batch"], ["single", "GPEI", "True", "False", "False", "False", "False", "False", "True", "single"], ["single", "GPEI", "True", "False", "False", "False", "False", "True", "True", "batch"], ["single", "GPEI", "True", "False", "False", "False", "False", "True", "True", "single"], ["single", "GPEI", "True", "False", "False", "False", "True", "False", "True", "batch"], ["single", "GPEI", "True", "False", "False", "False", "True", "False", "True", "single"], ["single", "GPEI", "True", "False", "False", "False", "True", "True", "True", "batch"], ["single", "GPEI", "True", "False", "False", "False", "True", "True", "True", "single"], ["single", "GPEI", "True", "False", "False", "True", "False", "False", "True", "batch"], ["single", "GPEI", "True", "False", "False", "True", "False", "False", "True", "single"], ["single", "GPEI", "True", "False", "False", "True", "False", "True", "True", "batch"], ["single", "GPEI", "True", "False", "False", "True", "False", "True", "True", "single"], ["single", "GPEI", "True", "False", "False", "True", "True", "False", "True", "batch"], ["single", "GPEI", "True", "False", "False", "True", "True", "False", "True", "single"], ["single", "GPEI", "True", "False", "False", "True", "True", "True", "True", "batch"], ["single", "GPEI", "True", "False", "False", "True", "True", "True", "True", "single"], ["single", "GPEI", "True", "False", "True", "False", "False", "False", "True", "batch"], ["single", "GPEI", "True", "False", "True", "False", "False", "False", "True", "single"], ["single", "GPEI", "True", "False", "True", "False", "False", "True", "True", "batch"], ["single", "GPEI", "True", "False", "True", "False", "False", "True", "True", "single"], ["single", "GPEI", "True", "False", "True", "False", "True", "False", "True", "batch"], ["single", "GPEI", "True", "False", "True", "False", "True", "False", "True", "single"], ["single", "GPEI", "True", "False", "True", "False", "True", "True", "True", "batch"], ["single", "GPEI", "True", "False", "True", "False", "True", "True", "True", "single"], ["single", "GPEI", "True", "False", "True", "True", "False", "False", "True", "batch"], ["single", "GPEI", "True", "False", "True", "True", "False", "False", "True", "single"], ["single", "GPEI", "True", "False", "True", "True", "False", "True", "True", "batch"], ["single", "GPEI", "True", "False", "True", "True", "False", "True", "True", "single"], ["single", "GPEI", "True", "False", "True", "True", "True", "False", "True", "batch"], ["single", "GPEI", "True", "False", "True", "True", "True", "False", "True", "single"], ["single", "GPEI", "True", "False", "True", "True", "True", "True", "True", "batch"], ["single", "GPEI", "True", "False", "True", "True", "True", "True", "True", "single"], ["single", "GPEI", "True", "True", "False", "False", "False", "False", "True", "batch"], ["single", "GPEI", "True", "True", "False", "False", "False", "False", "True", "single"], ["single", "GPEI", "True", "True", "False", "False", "False", "True", "True", "batch"], ["single", "GPEI", "True", "True", "False", "False", "False", "True", "True", "single"], ["single", "GPEI", "True", "True", "False", "False", "True", "False", "True", "batch"], ["single", "GPEI", "True", "True", "False", "False", "True", "False", "True", "single"], ["single", "GPEI", "True", "True", "False", "False", "True", "True", "True", "batch"], ["single", "GPEI", "True", "True", "False", "False", "True", "True", "True", "single"], ["single", "GPEI", "True", "True", "False", "True", "False", "False", "True", "batch"], ["single", "GPEI", "True", "True", "False", "True", "False", "False", "True", "single"], ["single", "GPEI", "True", "True", "False", "True", "False", "True", "True", "batch"], ["single", "GPEI", "True", "True", "False", "True", "False", "True", "True", "single"], ["single", "GPEI", "True", "True", "False", "True", "True", "False", "True", "batch"], ["single", "GPEI", "True", "True", "False", "True", "True", "False", "True", "single"], ["single", "GPEI", "True", "True", "False", "True", "True", "True", "True", "batch"], ["single", "GPEI", "True", "True", "False", "True", "True", "True", "True", "single"], ["single", "GPEI", "True", "True", "True", "False", "False", "False", "True", "batch"], ["single", "GPEI", "True", "True", "True", "False", "False", "False", "True", "single"], ["single", "GPEI", "True", "True", "True", "False", "False", "True", "True", "batch"], ["single", "GPEI", "True", "True", "True", "False", "False", "True", "True", "single"], ["single", "GPEI", "True", "True", "True", "False", "True", "False", "True", "batch"], ["single", "GPEI", "True", "True", "True", "False", "True", "False", "True", "single"], ["single", "GPEI", "True", "True", "True", "False", "True", "True", "True", "batch"], ["single", "GPEI", "True", "True", "True", "False", "True", "True", "True", "single"], ["single", "GPEI", "True", "True", "True", "True", "False", "False", "True", "batch"], ["single", "GPEI", "True", "True", "True", "True", "False", "False", "True", "single"], ["single", "GPEI", "True", "True", "True", "True", "False", "True", "True", "batch"], ["single", "GPEI", "True", "True", "True", "True", "False", "True", "True", "single"], ["single", "GPEI", "True", "True", "True", "True", "True", "False", "True", "batch"], ["single", "GPEI", "True", "True", "True", "True", "True", "False", "True", "single"], ["single", "GPEI", "True", "True", "True", "True", "True", "True", "True", "batch"], ["single", "GPEI", "True", "True", "True", "True", "True", "True", "True", "single"]];
// E.g.,
diff --git a/scripts/generate_scripts.py b/scripts/generate_scripts.py
index c90879ac..34f8164a 100644
--- a/scripts/generate_scripts.py
+++ b/scripts/generate_scripts.py
@@ -3,7 +3,7 @@
from itertools import product
from os import path
from pathlib import Path
-from urllib.parse import urljoin
+from urllib.parse import quote, urljoin
import jupytext
import pandas as pd
@@ -88,7 +88,8 @@
"options": ["single", "batch"], # TODO: add "asynchronous"
"hidden": False,
},
- # TODO: Single vs. Batch vs. Asynchronous Optimization, e.g., get_next_trial() vs. get_next_trials() # noqa E501 # NOTE: AC Microcourses
+ # TODO: Single vs. Batch vs. Asynchronous Optimization, e.g., get_next_trial() vs. get_next_trials() # NOTE: AC Microcourses # noqa E501
+ # TODO: Consider adding "human-in-the-loop" toggle, or something else related to start/stop or blocking to wait for human input # noqa E501 # NOTE: AC Microcourses
]
# E.g.,
@@ -283,10 +284,11 @@ def is_incompatible(opt):
notebook_fname = f"{rendered_template_stem}.ipynb"
notebook_path = path.join(GEN_NOTEBOOK_DIR, notebook_fname)
- # HACK: issue with + encoding becoming %20 instead of %2B due to use of \\
- # instead of / Alternative is using:
- # `encoded_notebook_fname = quote(notebook_fname)`
- colab_link = urljoin(colab_prefix, notebook_path).replace("\\", "/")
+ # HACK: issue with + encoding becoming %20 instead of %2B due to use of \\,
+ # and maybe other issues (hence both quote fn and replace line)
+ encoded_notebook_fname = quote(notebook_fname)
+ encoded_notebook_path = path.join(GEN_NOTEBOOK_DIR, encoded_notebook_fname)
+ colab_link = urljoin(colab_prefix, encoded_notebook_path).replace("\\", "/")
colab_badge = f'
' # noqa E501
preamble = f"{colab_badge} {github_badge}"