lin constraint

Author: sgbaird

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

@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "35ef20e8",
+   "id": "f4a6d8d6",
    "metadata": {},
    "source": [
     "<a 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\"><img alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"></a>"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "3c78d545",
+   "id": "3ac9c75f",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -21,7 +21,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "857e6396",
+   "id": "32a25028",
    "metadata": {},
    "outputs": [],
    "source": [

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

@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "3fb26d31",
+   "id": "e7b694d8",
    "metadata": {},
    "source": [
     "<a 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\"><img alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"></a>"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "31bc3af8",
+   "id": "645dd0b7",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -21,7 +21,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "15484534",
+   "id": "6304ca74",
    "metadata": {},
    "outputs": [],
    "source": [

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

@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "fdb11cda",
+   "id": "54aad771",
    "metadata": {},
    "source": [
     "<a 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\"><img alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"></a>"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "654d18f0",
+   "id": "c20b507a",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -21,7 +21,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "03cabc87",
+   "id": "acec263d",
    "metadata": {},
    "outputs": [],
    "source": [

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

@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "54d55c12",
+   "id": "28a6f3ee",
    "metadata": {},
    "source": [
     "<a 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\"><img alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"></a>"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "434bc6a1",
+   "id": "6c98dfdf",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -21,7 +21,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "4dcb0c7a",
+   "id": "3a83ebba",
    "metadata": {},
    "outputs": [],
    "source": [

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

@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "6bce9a86",
+   "id": "6cb9a73f",
    "metadata": {},
    "source": [
     "<a 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\"><img alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"></a>"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "187c9b1f",
+   "id": "21e02669",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -21,7 +21,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "d2d354ee",
+   "id": "c40be4ac",
    "metadata": {},
    "outputs": [],
    "source": [

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

@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "47c08e19",
+   "id": "1febc12d",
    "metadata": {},
    "source": [
     "<a 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\"><img alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"></a>"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "365840c0",
+   "id": "bc9b5456",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -21,7 +21,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "58dd5711",
+   "id": "41c09a21",
    "metadata": {},
    "outputs": [],
    "source": [

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

@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "d56b9a8e",
+   "id": "ee341877",
    "metadata": {},
    "source": [
     "<a 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\"><img alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"></a>"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "c18f7783",
+   "id": "84d47fcd",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -21,7 +21,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "4867d8ab",
+   "id": "ab30b40d",
    "metadata": {},
    "outputs": [],
    "source": [

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

@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "676baeb8",
+   "id": "d1c01366",
    "metadata": {},
    "source": [
     "<a 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\"><img alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"></a>"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "f4ad0475",
+   "id": "88c87965",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -21,7 +21,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "2af8bce0",
+   "id": "ecfec695",
    "metadata": {},
    "outputs": [],
    "source": [

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

@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "b145ae99",
+   "id": "bcc1306e",
    "metadata": {},
    "source": [
     "<a 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\"><img alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"></a>"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "3b07cc72",
+   "id": "213a7354",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -21,7 +21,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "479ed80e",
+   "id": "0055fea5",
    "metadata": {},
    "outputs": [],
    "source": [

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

@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "d3af9599",
+   "id": "b7425a89",
    "metadata": {},
    "source": [
     "<a 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\"><img alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"></a>"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "0620669a",
+   "id": "0fcb3a4d",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -21,7 +21,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "138aa107",
+   "id": "e9e94a3c",
    "metadata": {},
    "outputs": [],
    "source": [

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

@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "5f260db4",
+   "id": "4df1bc8e",
    "metadata": {},
    "source": [
     "<a 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\"><img alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"></a>"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "71236203",
+   "id": "c882b478",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -21,7 +21,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "7f04e5b5",
+   "id": "b13bdde0",
    "metadata": {},
    "outputs": [],
    "source": [

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

@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "17b1cd39",
+   "id": "b8644b00",
    "metadata": {},
    "source": [
     "<a 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\"><img alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"></a>"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "578754f1",
+   "id": "0f559565",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -21,7 +21,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "fe725b74",
+   "id": "003154c2",
    "metadata": {},
    "outputs": [],
    "source": [

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

@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "3b9a412d",
+   "id": "ed3a4517",
    "metadata": {},
    "source": [
     "<a 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\"><img alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"></a>"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "ea11d2cf",
+   "id": "d5059e77",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -21,7 +21,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "bf53e425",
+   "id": "2baa53d8",
    "metadata": {},
    "outputs": [],
    "source": [

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

@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "4a31d098",
+   "id": "ed67c02e",
    "metadata": {},
    "source": [
     "<a 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\"><img alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"></a>"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "9c92f10c",
+   "id": "2f879388",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -21,7 +21,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "d4409b8d",
+   "id": "d592bc54",
    "metadata": {},
    "outputs": [],
    "source": [