diff --git a/docs/_static/freq-vs-bayes-thumbnail.jpg b/docs/_static/freq-vs-bayes-thumbnail.jpg new file mode 100644 index 00000000..112beba1 Binary files /dev/null and b/docs/_static/freq-vs-bayes-thumbnail.jpg differ diff --git a/docs/_static/mobo-tutorial-thumbnail.jpg b/docs/_static/mobo-tutorial-thumbnail.jpg new file mode 100644 index 00000000..912d28fc Binary files /dev/null and b/docs/_static/mobo-tutorial-thumbnail.jpg differ diff --git a/docs/_static/sobo-tutorial-thumbnail.jpg b/docs/_static/sobo-tutorial-thumbnail.jpg new file mode 100644 index 00000000..9351de70 Binary files /dev/null and b/docs/_static/sobo-tutorial-thumbnail.jpg differ diff --git a/docs/_static/sobo-vs-mobo-thumbnail.png b/docs/_static/sobo-vs-mobo-thumbnail.png new file mode 100644 index 00000000..2c5e9b69 Binary files /dev/null and b/docs/_static/sobo-vs-mobo-thumbnail.png differ diff --git a/docs/docs.md b/docs/concepts.md similarity index 76% rename from docs/docs.md rename to docs/concepts.md index 71283278..b490c673 100644 --- a/docs/docs.md +++ b/docs/concepts.md @@ -1,6 +1,8 @@ # Docs -```{toctree} +```{nbgallery} +:maxdepth: 1 + tutorials/sobo-vs-mobo/sobo-vs-mobo.md tutorials/freq-vs-bayes/freq-vs-bayes.md ``` diff --git a/docs/conf.py b/docs/conf.py index 82847e41..e2e3283c 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -217,6 +217,13 @@ # so a file named "default.css" will overwrite the builtin "default.css". html_static_path = ["_static"] +nbsphinx_thumbnails = { + "tutorials/sobo-tutorial": "_static/sobo-tutorial-thumbnail.jpg", + "tutorials/mobo-tutorial": "_static/mobo-tutorial-thumbnail.jpg", + "tutorials/sobo-vs-mobo/sobo-vs-mobo": "_static/sobo-vs-mobo-thumbnail.png", + "tutorials/freq-vs-bayes/freq-vs-bayes": "_static/freq-vs-bayes-thumbnail.jpg", +} + # If not '', a 'Last updated on:' timestamp is inserted at every page bottom, # using the given strftime format. # html_last_updated_fmt = '%b %d, %Y' 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 a9c76a6d..5b6c46de 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "e1ef5215", + "id": "3c72aff2", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c788e0b6", + "id": "6631e8e4", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "748e6dd2", + "id": "4514e203", "metadata": {}, "outputs": [], "source": [ @@ -67,7 +67,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 6966d41f..1da44771 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "8a726861", + "id": "91a5cb5c", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "9e8904fa", + "id": "df46df73", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c73576d7", + "id": "9cfe45c8", "metadata": {}, "outputs": [], "source": [ @@ -67,7 +67,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 aa0983e8..ad7579f8 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "01163a12", + "id": "26753923", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "32409e12", + "id": "6897e593", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0109f7ee", + "id": "adad3bb9", "metadata": {}, "outputs": [], "source": [ @@ -67,7 +67,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 fada6660..334749a5 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "f78a8144", + "id": "688e3d20", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a1af47b2", + "id": "10bd679d", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "55b41f3f", + "id": "9bc48b22", "metadata": {}, "outputs": [], "source": [ @@ -67,7 +67,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 939c8c0d..53d93065 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "f4679ed8", + "id": "4c194001", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ee099c5a", + "id": "c9dfc950", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f5206987", + "id": "8dccee59", "metadata": {}, "outputs": [], "source": [ @@ -75,7 +75,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 2f1cb726..9a67f7b9 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "fef05336", + "id": "d29b3ff6", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "39ddad51", + "id": "bcad2de8", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "05964b52", + "id": "5ffd7775", "metadata": {}, "outputs": [], "source": [ @@ -75,7 +75,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 cdf529e1..f43ec0e4 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "e87a6015", + "id": "ea53ec54", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "dbb128be", + "id": "bb0026e6", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "286284a1", + "id": "199a22e9", "metadata": {}, "outputs": [], "source": [ @@ -75,7 +75,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 47ae15a2..aac7751d 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "9fbef3a0", + "id": "28b4b609", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "61ad52b6", + "id": "d03988eb", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0a2a6ee3", + "id": "2bad020e", "metadata": {}, "outputs": [], "source": [ @@ -75,7 +75,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 484a5f4e..531a8ee0 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "de9aa73f", + "id": "420602e1", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "988c2396", + "id": "7d43ee5a", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "bde45f7c", + "id": "eb13b1f7", "metadata": {}, "outputs": [], "source": [ @@ -76,7 +76,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 857db128..15616632 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "6b89aff8", + "id": "7cdc6995", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "99c9525c", + "id": "1c5b2968", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0bd6f4af", + "id": "e30fd0c3", "metadata": {}, "outputs": [], "source": [ @@ -76,7 +76,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 f592b4bf..064e5141 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "5edfbcc0", + "id": "ff9c2b6e", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5e830d8d", + "id": "40607b37", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "6c75e623", + "id": "3f3ac62a", "metadata": {}, "outputs": [], "source": [ @@ -76,7 +76,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 f4f35ad4..d8befe20 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "5bf876ac", + "id": "d57bab03", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "52ef0547", + "id": "5fb918b9", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1c5fd795", + "id": "d83f889e", "metadata": {}, "outputs": [], "source": [ @@ -76,7 +76,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 ae2a6d02..e4a30665 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "925bf767", + "id": "3ae3fbe9", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "3a475baf", + "id": "751014c8", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b38e0e76", + "id": "ded75669", "metadata": {}, "outputs": [], "source": [ @@ -84,7 +84,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 2564ea8b..db07159a 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "832fa1c2", + "id": "e59eca32", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "8d6267c3", + "id": "4856b9ad", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a041efdf", + "id": "5195bb27", "metadata": {}, "outputs": [], "source": [ @@ -84,7 +84,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 fe535c71..63f75c56 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "11686cec", + "id": "104e4b2a", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "3164f51c", + "id": "4dc998d4", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "6f243124", + "id": "fdfdb3b9", "metadata": {}, "outputs": [], "source": [ @@ -84,7 +84,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 c12bda6f..0ae5b625 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "6c3320cc", + "id": "fbb86e3e", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "339a4268", + "id": "033ac7b7", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "2a46a826", + "id": "a4a09332", "metadata": {}, "outputs": [], "source": [ @@ -84,7 +84,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 f1dfc7fd..67f70600 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "bace0043", + "id": "d94cac35", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b5738132", + "id": "4572bd24", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b4afb559", + "id": "418f207d", "metadata": {}, "outputs": [], "source": [ @@ -67,7 +67,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 d5970564..e007190f 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "98a35974", + "id": "9552f5a8", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "05b56a4d", + "id": "818db26c", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "69460652", + "id": "09c2a39b", "metadata": {}, "outputs": [], "source": [ @@ -67,7 +67,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 4b6fe55c..a33fa58e 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "0309771f", + "id": "f879acbb", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "76b9076b", + "id": "821db2e6", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "fd258642", + "id": "43f7d98c", "metadata": {}, "outputs": [], "source": [ @@ -67,7 +67,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 2bc4a140..00d5782b 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "7cd15507", + "id": "13226cbb", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a470c694", + "id": "1b342fd6", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "9c913f72", + "id": "0e54d4c8", "metadata": {}, "outputs": [], "source": [ @@ -67,7 +67,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 770a6d03..2846805d 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "1f34eefc", + "id": "0af1b160", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f509459f", + "id": "df53e43f", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ced9b6f7", + "id": "c9e5f774", "metadata": {}, "outputs": [], "source": [ @@ -75,7 +75,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 ac66448b..500fd98c 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "063c5634", + "id": "119ad12f", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "97f9fb20", + "id": "a5a87550", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ee9005c4", + "id": "8ced822b", "metadata": {}, "outputs": [], "source": [ @@ -75,7 +75,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 43c94ca4..eef17ee5 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "8d12913c", + "id": "bdef28f8", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "317bdc59", + "id": "935d6981", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "972a3aa1", + "id": "886efbaf", "metadata": {}, "outputs": [], "source": [ @@ -75,7 +75,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 f8b4c1b3..b964c664 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "e01eaf59", + "id": "79441368", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "9033a02f", + "id": "7a09e948", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5c47ba29", + "id": "de8d9f00", "metadata": {}, "outputs": [], "source": [ @@ -75,7 +75,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 ade86885..ddd7d9d8 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "b3eb1701", + "id": "fcbb9b34", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b2f37796", + "id": "2d7ab89b", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a441b16a", + "id": "0aa1684a", "metadata": {}, "outputs": [], "source": [ @@ -76,7 +76,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 40f9da51..db7867d6 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "6094161b", + "id": "87862220", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "7cc88fe2", + "id": "ffec31d7", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c72d0716", + "id": "8794c5a3", "metadata": {}, "outputs": [], "source": [ @@ -76,7 +76,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 b9a7d1c0..d7eb12a4 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "a4305038", + "id": "d419d107", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "006b8f18", + "id": "5561097e", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "8381dd76", + "id": "6db0d9a7", "metadata": {}, "outputs": [], "source": [ @@ -76,7 +76,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 62cf4736..f0fec98e 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "fdcc3936", + "id": "73aec1d7", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5a9b7831", + "id": "f61ead08", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "778140be", + "id": "5653c311", "metadata": {}, "outputs": [], "source": [ @@ -76,7 +76,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 2885b761..61632eac 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "463d3e0a", + "id": "7008a25c", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "64abfb52", + "id": "fe69ec87", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "43813a0a", + "id": "db13ecca", "metadata": {}, "outputs": [], "source": [ @@ -84,7 +84,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 7829a962..9d4f1251 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "4f87956c", + "id": "68c4ec9c", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "fa2e8add", + "id": "c578c2b1", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "46ff2d9c", + "id": "c8933bf1", "metadata": {}, "outputs": [], "source": [ @@ -84,7 +84,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 e96d16c8..37e6b073 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "588581cf", + "id": "f4660294", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "731e9063", + "id": "020544b8", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f1ba2abb", + "id": "3da0923a", "metadata": {}, "outputs": [], "source": [ @@ -84,7 +84,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 545f5bdf..edfe0b23 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "eadc7424", + "id": "766ffcac", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4f1b1145", + "id": "e49de922", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "be43f1aa", + "id": "206b3972", "metadata": {}, "outputs": [], "source": [ @@ -84,7 +84,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 9434cbd6..30d2b716 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "0bc1f36a", + "id": "dd89deea", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b9f11ef1", + "id": "2dcfecd0", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "3f4849e8", + "id": "e078093d", "metadata": {}, "outputs": [], "source": [ @@ -67,7 +67,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 411e393b..b274e99f 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "1a550dfa", + "id": "5e76aa36", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "8a8b3fa9", + "id": "d4b742ee", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "85fe4721", + "id": "b00a1625", "metadata": {}, "outputs": [], "source": [ @@ -67,7 +67,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 faa5fef3..fe8def89 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "f771c587", + "id": "5ba92640", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c5cbcd3f", + "id": "7997362a", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "2b567ce3", + "id": "effa8349", "metadata": {}, "outputs": [], "source": [ @@ -67,7 +67,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 a89ef446..a063fe77 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "4d76b9d6", + "id": "5f2757a3", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "8a07fa68", + "id": "aacb2469", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "26fa93f3", + "id": "3d54a089", "metadata": {}, "outputs": [], "source": [ @@ -67,7 +67,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 8c0c0e03..98516173 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "1805ce17", + "id": "9a2995f5", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0702bca4", + "id": "daff01b7", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "8990cfa7", + "id": "439e8345", "metadata": {}, "outputs": [], "source": [ @@ -75,7 +75,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 5e5ca75a..92b4a426 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "38f1e534", + "id": "e7ba1a24", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "2b092d59", + "id": "33d32699", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "cbec62de", + "id": "4bff8516", "metadata": {}, "outputs": [], "source": [ @@ -75,7 +75,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 a613b0c2..9eb31b30 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "f2987fb0", + "id": "f567dceb", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "8ba6dd37", + "id": "83226df0", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a0ad653c", + "id": "f21e1577", "metadata": {}, "outputs": [], "source": [ @@ -75,7 +75,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 1e34ccc8..e3a7706b 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "6d753e0d", + "id": "eadd61c9", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "7e3163a8", + "id": "b74e2b3d", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4512c94d", + "id": "9a85382e", "metadata": {}, "outputs": [], "source": [ @@ -75,7 +75,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 2c007f56..21e80df3 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "fc766589", + "id": "877e3bb8", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e605044f", + "id": "c56c7a56", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e2ae0aa1", + "id": "27034f7d", "metadata": {}, "outputs": [], "source": [ @@ -76,7 +76,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 29454cb0..2cea3b4b 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "fb638df1", + "id": "08af8078", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b41384fc", + "id": "2b15f0fc", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "99237d66", + "id": "ed7b80dd", "metadata": {}, "outputs": [], "source": [ @@ -76,7 +76,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 c2a91bf9..48977091 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "5df05036", + "id": "c8bc2483", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "acec7fa3", + "id": "45cb4883", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4b92c9b5", + "id": "2918c13f", "metadata": {}, "outputs": [], "source": [ @@ -76,7 +76,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 89d2543b..37af84be 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "8efc3ea6", + "id": "961f4139", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d5d16b68", + "id": "30318a0b", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a2155563", + "id": "bf5a9818", "metadata": {}, "outputs": [], "source": [ @@ -76,7 +76,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 cf5af693..2491f82f 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "29228377", + "id": "dcd3f477", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4a9f500e", + "id": "e27bc48a", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "816df962", + "id": "578fd066", "metadata": {}, "outputs": [], "source": [ @@ -84,7 +84,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 b7ced610..3402c464 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "a29da79b", + "id": "c7d3323d", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ed8aa8dd", + "id": "4e234466", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "3800bcd0", + "id": "8f835985", "metadata": {}, "outputs": [], "source": [ @@ -84,7 +84,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 ef67759b..d2ff5c7e 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "3b7e8596", + "id": "b536ae5a", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ca1f12b3", + "id": "dab1c268", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e964030f", + "id": "e354b853", "metadata": {}, "outputs": [], "source": [ @@ -84,7 +84,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 416dca94..b6de1717 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "cad5614d", + "id": "e022924a", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "19f04ac9", + "id": "f4056d43", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "cc352f67", + "id": "4385e7c0", "metadata": {}, "outputs": [], "source": [ @@ -84,7 +84,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 06f3ee5a..deda4bd0 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "308d8782", + "id": "ba9edf5e", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d38ef8e9", + "id": "e75b3ff4", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "51653e27", + "id": "89c79a70", "metadata": {}, "outputs": [], "source": [ @@ -67,7 +67,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 257c0c0a..981da239 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "6d49d74a", + "id": "e9c73043", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "69475389", + "id": "cb7bc0f4", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "85bbf3f6", + "id": "1992dd0b", "metadata": {}, "outputs": [], "source": [ @@ -67,7 +67,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 e96a39df..1433bdf7 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "ae8d8eca", + "id": "8f76b98a", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4757ce68", + "id": "4a0b65f1", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "77621883", + "id": "99be348e", "metadata": {}, "outputs": [], "source": [ @@ -67,7 +67,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 5f789b27..d30e9638 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "2000a5d6", + "id": "6a726770", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "737d4538", + "id": "da8fb3b7", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "31cc1d55", + "id": "66ac82a2", "metadata": {}, "outputs": [], "source": [ @@ -67,7 +67,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 86817439..844d7c75 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "aa0173d0", + "id": "3ac546fd", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "43aa540a", + "id": "c90c7c72", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "6559507c", + "id": "1abf6003", "metadata": {}, "outputs": [], "source": [ @@ -75,7 +75,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 e0b7d440..399e7bb2 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "debee3a7", + "id": "ee5b7f81", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "23285382", + "id": "9671e3f1", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "8c92aec2", + "id": "476e7c68", "metadata": {}, "outputs": [], "source": [ @@ -75,7 +75,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 0415a20a..7f40932f 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "3f10734d", + "id": "82387b97", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "90939167", + "id": "89d38c47", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "9e0c7f4e", + "id": "4abd37ff", "metadata": {}, "outputs": [], "source": [ @@ -75,7 +75,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 76c1ed6a..97266212 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "e8ea7725", + "id": "415a3148", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "943de2a3", + "id": "386cd3d9", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "8c7d0e79", + "id": "cddb5572", "metadata": {}, "outputs": [], "source": [ @@ -75,7 +75,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 4a2207c0..62c0bcc9 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "4ffb6971", + "id": "24e194dc", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4d92de7c", + "id": "2cfd9f89", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "313cd601", + "id": "0aaba0d5", "metadata": {}, "outputs": [], "source": [ @@ -76,7 +76,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 c0b3f670..bf2101f0 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "cda7d22a", + "id": "aa0d7fc9", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "af1d0822", + "id": "870ac89f", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "322a4b99", + "id": "7c870f0e", "metadata": {}, "outputs": [], "source": [ @@ -76,7 +76,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 860ceeed..c2ec9867 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "7782e018", + "id": "54765b86", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c6ea8674", + "id": "402bcaec", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "21142747", + "id": "801aef52", "metadata": {}, "outputs": [], "source": [ @@ -76,7 +76,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 79fc67f7..3c04d416 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "3e4de994", + "id": "58738197", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "9abe72cd", + "id": "979a5a7b", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "fb3d8da1", + "id": "54d62090", "metadata": {}, "outputs": [], "source": [ @@ -76,7 +76,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 49016e04..cfe93d49 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "5aa71ed9", + "id": "b6717029", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4bdd5219", + "id": "bea2f48c", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "33bf4cb3", + "id": "0a063aaf", "metadata": {}, "outputs": [], "source": [ @@ -84,7 +84,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 55441d40..4aef487a 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "0dc56395", + "id": "991ca15d", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5e8afeb5", + "id": "95b46d60", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "91639db2", + "id": "1b39a104", "metadata": {}, "outputs": [], "source": [ @@ -84,7 +84,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 ef72f678..f838fde4 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "73e97fd0", + "id": "b7775a42", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "72255021", + "id": "453c39df", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "84988a41", + "id": "2f71e974", "metadata": {}, "outputs": [], "source": [ @@ -84,7 +84,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 67f21069..39a79fef 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "bddf3aac", + "id": "b1568b7b", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "aeee228d", + "id": "03e70dd2", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f5762fd5", + "id": "e227222f", "metadata": {}, "outputs": [], "source": [ @@ -84,7 +84,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 4d80f1c7..a922a083 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "e9b3d4e6", + "id": "715b3cb2", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c42d587d", + "id": "d499f14d", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a0b904e9", + "id": "6b1f3e7f", "metadata": {}, "outputs": [], "source": [ @@ -67,7 +67,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 3ed44a75..34735d43 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "1f288820", + "id": "ec8308e2", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c8cf5066", + "id": "7b364422", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f4134c3f", + "id": "d4369c9a", "metadata": {}, "outputs": [], "source": [ @@ -67,7 +67,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 3d439fa4..ad8f8e4a 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "05d0a022", + "id": "93e0a20e", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "422b0b58", + "id": "95bbac69", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "60b5d0e5", + "id": "b81fd4af", "metadata": {}, "outputs": [], "source": [ @@ -67,7 +67,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 5fb9c5d7..ea346126 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "22896244", + "id": "67d8f5b7", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "827c3522", + "id": "e4a85faf", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0794821b", + "id": "25484fc7", "metadata": {}, "outputs": [], "source": [ @@ -67,7 +67,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 29c6c5da..f3bb688f 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "31ca5ad4", + "id": "f2c1d2ff", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a7ca4d55", + "id": "8dc862a8", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b1937bba", + "id": "72f63dbf", "metadata": {}, "outputs": [], "source": [ @@ -75,7 +75,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 f3874cd1..e2a4a6c4 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "1b2daa4a", + "id": "b9641930", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "841a0892", + "id": "8e654185", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "8e0e7eda", + "id": "086cc35c", "metadata": {}, "outputs": [], "source": [ @@ -75,7 +75,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 4807a703..a8fa4268 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "db663080", + "id": "8ad6526b", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d472a331", + "id": "15b26fa2", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "50581785", + "id": "40c504f9", "metadata": {}, "outputs": [], "source": [ @@ -75,7 +75,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 475c91cf..8b8a27c8 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "2f494fd3", + "id": "c4516172", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "78c0c3b7", + "id": "560eafc8", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ac6ad51a", + "id": "10d34b84", "metadata": {}, "outputs": [], "source": [ @@ -75,7 +75,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 f53e225d..72de8521 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "729d40fd", + "id": "9ceaae93", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b72f7989", + "id": "6483c1d6", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "6142bfbb", + "id": "9692457e", "metadata": {}, "outputs": [], "source": [ @@ -76,7 +76,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 5da346fc..31a17778 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "06e9247c", + "id": "d45f3cff", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "67845c73", + "id": "480994b7", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "3cc85a19", + "id": "c4668e93", "metadata": {}, "outputs": [], "source": [ @@ -76,7 +76,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 a8ffed98..1f3168f6 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "dec6026d", + "id": "1eb2f7da", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5b2fd0f7", + "id": "bae78e13", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ce91a666", + "id": "dc26a640", "metadata": {}, "outputs": [], "source": [ @@ -76,7 +76,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 dd098f80..6f6ebb0d 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "598994d6", + "id": "54feaec0", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "41ce5c17", + "id": "2afb42b7", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f60ab7b9", + "id": "f6031713", "metadata": {}, "outputs": [], "source": [ @@ -76,7 +76,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 c544aea6..be6c4742 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "af142300", + "id": "90385307", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "75c0acfb", + "id": "9fb9033b", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f00ef955", + "id": "46113ec6", "metadata": {}, "outputs": [], "source": [ @@ -84,7 +84,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 7239b7fb..cc39d462 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "9bd6691c", + "id": "bdb65d26", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "af6d5b51", + "id": "454f44f0", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "844a8b74", + "id": "5cdfbb9d", "metadata": {}, "outputs": [], "source": [ @@ -84,7 +84,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 e6f8f421..ae7e1573 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "fd5e3895", + "id": "8c046c46", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0af348b5", + "id": "61686e75", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "68bf68b8", + "id": "cbfbecf4", "metadata": {}, "outputs": [], "source": [ @@ -84,7 +84,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 115461dc..15c3d1be 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "77482089", + "id": "2d3706e4", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "85c103dd", + "id": "df8b2d6f", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "fc693430", + "id": "fddaef32", "metadata": {}, "outputs": [], "source": [ @@ -84,7 +84,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 3d8a8f27..8af37170 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "bdc1d380", + "id": "ac69b461", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "610c693f", + "id": "d9c25c8c", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c2edf01b", + "id": "65c4e17a", "metadata": {}, "outputs": [], "source": [ @@ -67,7 +67,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 5af9144c..17cc7dee 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "540094d5", + "id": "cfab83c5", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "3eed7cb6", + "id": "4b677afe", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5d6f4c0d", + "id": "33c18ca7", "metadata": {}, "outputs": [], "source": [ @@ -67,7 +67,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 96200920..8f83fdc2 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "f27b5bf6", + "id": "38242bf5", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d9d2005a", + "id": "1e134e53", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1b9bee0d", + "id": "33b1ae03", "metadata": {}, "outputs": [], "source": [ @@ -67,7 +67,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 941c1a99..b9cd4472 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "f88523a3", + "id": "b8ebd7d4", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "8b580ece", + "id": "48e4b4db", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1658e4d7", + "id": "a5ac52eb", "metadata": {}, "outputs": [], "source": [ @@ -67,7 +67,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 2fe2790e..7e6203d5 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "de3ee0e6", + "id": "8a931100", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a04e8213", + "id": "4fc2b358", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "042b87fe", + "id": "7e1b4ec1", "metadata": {}, "outputs": [], "source": [ @@ -75,7 +75,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 747cf7f7..b7970437 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "783059c3", + "id": "26996dcc", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "05f9792b", + "id": "110e17b3", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "2637eb8b", + "id": "69b37ef5", "metadata": {}, "outputs": [], "source": [ @@ -75,7 +75,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 39f1de05..9a2d3606 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "5de5120b", + "id": "452ef899", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "7dc31759", + "id": "02ec23c4", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "8b9924aa", + "id": "6a979fb4", "metadata": {}, "outputs": [], "source": [ @@ -75,7 +75,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 06632088..52cc06eb 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "4161df7f", + "id": "c6080140", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "bccdbb6e", + "id": "40b60e22", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "3630b8da", + "id": "fc98e417", "metadata": {}, "outputs": [], "source": [ @@ -75,7 +75,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 edfde44a..13648ba6 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "3a988036", + "id": "49a15777", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e1dafc54", + "id": "e6623b2c", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "becf0f14", + "id": "20e31e95", "metadata": {}, "outputs": [], "source": [ @@ -76,7 +76,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 d0369592..ec0f40b5 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "8c482389", + "id": "70de055e", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "09166ce1", + "id": "61351022", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e7e7f5b0", + "id": "edd09f22", "metadata": {}, "outputs": [], "source": [ @@ -76,7 +76,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 e1030bbb..42229584 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "60e3235d", + "id": "3eb490ff", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1ea3d1d8", + "id": "2aa88de0", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d297e7db", + "id": "1fd2fe85", "metadata": {}, "outputs": [], "source": [ @@ -76,7 +76,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 ce330d44..b2da127c 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "aaae2869", + "id": "ba3eb2f6", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "21d0d940", + "id": "e6e54b48", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "15d2a570", + "id": "1db482f7", "metadata": {}, "outputs": [], "source": [ @@ -76,7 +76,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 33a39900..a9a7b16d 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "41444715", + "id": "63b53a7c", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e4c8d7db", + "id": "51e5438a", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "8e59d17d", + "id": "8224678c", "metadata": {}, "outputs": [], "source": [ @@ -84,7 +84,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 4c482bbb..deaaf678 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "ae1b2a13", + "id": "9a9ce710", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "9ea11c45", + "id": "b507a1a1", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "00562e60", + "id": "1abb6a24", "metadata": {}, "outputs": [], "source": [ @@ -84,7 +84,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 ae977fd1..7baf5115 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "74b46ccf", + "id": "84788d6e", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b77ecf8d", + "id": "beedaa07", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "458cb1d1", + "id": "6bafdd92", "metadata": {}, "outputs": [], "source": [ @@ -84,7 +84,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 cf202e06..455a5ce1 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "147dca33", + "id": "a8e94eb0", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "66fbde11", + "id": "e121d3f3", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "6394f38a", + "id": "3e4b14de", "metadata": {}, "outputs": [], "source": [ @@ -84,7 +84,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 6693132c..37663ad5 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "5942f570", + "id": "46f78f06", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b4968481", + "id": "70939b2a", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d9117af9", + "id": "b27c43c7", "metadata": {}, "outputs": [], "source": [ @@ -67,7 +67,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 587ffc01..5b1c08f4 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "028fcb28", + "id": "4d2f67c8", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "3d630929", + "id": "21ef1d91", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "02bd9708", + "id": "679f2809", "metadata": {}, "outputs": [], "source": [ @@ -67,7 +67,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 5fe1c55c..e1a9cd13 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "a323a55b", + "id": "be9b6be1", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b2b14639", + "id": "7221e02c", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "53a330e4", + "id": "243084bf", "metadata": {}, "outputs": [], "source": [ @@ -67,7 +67,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 5a22f085..ea1d758d 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "c5f3f805", + "id": "0ed5d25e", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "575d35b5", + "id": "da6ff6eb", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "698c35e4", + "id": "56476404", "metadata": {}, "outputs": [], "source": [ @@ -67,7 +67,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 ada1697b..548fd835 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "5ee06a05", + "id": "ce112e72", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "aa9bb216", + "id": "c2ad0a46", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5502cf5d", + "id": "1fe2ebde", "metadata": {}, "outputs": [], "source": [ @@ -75,7 +75,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 930d0fcd..c179f012 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "5c712240", + "id": "de943999", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "7253b8a4", + "id": "18e33465", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a0115de2", + "id": "6eaee22a", "metadata": {}, "outputs": [], "source": [ @@ -75,7 +75,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 e46da44f..d6a4c7ec 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "566fbfdd", + "id": "e451810c", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "3f74df8c", + "id": "01b77c72", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d2ad9062", + "id": "c254e624", "metadata": {}, "outputs": [], "source": [ @@ -75,7 +75,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 a90e8ad2..47078522 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "cdd2f157", + "id": "46b9ae50", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "701e31b1", + "id": "0e248b2e", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e58534bc", + "id": "8210f025", "metadata": {}, "outputs": [], "source": [ @@ -75,7 +75,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 d086f518..224fbf1f 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "a28cb441", + "id": "7e00d4c3", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "9b007330", + "id": "2bd04ad3", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "785eba9b", + "id": "0e136ee0", "metadata": {}, "outputs": [], "source": [ @@ -76,7 +76,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 4cf86889..c30b80f7 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "4d475a01", + "id": "d1cc31cf", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b5c552a1", + "id": "c7a7493f", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1e17484c", + "id": "45450df2", "metadata": {}, "outputs": [], "source": [ @@ -76,7 +76,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 7d051b85..55bb9dd5 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "d8e13205", + "id": "1520433f", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "46407832", + "id": "f94cd200", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b60202bb", + "id": "64a2293a", "metadata": {}, "outputs": [], "source": [ @@ -76,7 +76,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 a1977d3f..384ba456 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "2b7296b3", + "id": "f4db6770", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e20067a8", + "id": "08d19d2e", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "9292203b", + "id": "c9c56f62", "metadata": {}, "outputs": [], "source": [ @@ -76,7 +76,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 93d7a13b..21210962 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "650a30c4", + "id": "7b6bc560", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "628312e1", + "id": "a32cd349", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "374325b5", + "id": "37b356c1", "metadata": {}, "outputs": [], "source": [ @@ -84,7 +84,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 34f198f5..a87cb3a0 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "3c7679a5", + "id": "6224e479", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1d7a0418", + "id": "e8c2ee21", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "fd494132", + "id": "0487f8d7", "metadata": {}, "outputs": [], "source": [ @@ -84,7 +84,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 a89f6a77..c6cecf3f 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "fd98a974", + "id": "0b077a97", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "3003d1e8", + "id": "8e65a801", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c02bb1c7", + "id": "2cd69b68", "metadata": {}, "outputs": [], "source": [ @@ -84,7 +84,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 d12e39ce..74a38860 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "0c696f9d", + "id": "39774651", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "3bc870a6", + "id": "89e8dd7e", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "aa514d6a", + "id": "7e1dc774", "metadata": {}, "outputs": [], "source": [ @@ -84,7 +84,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 81b5b2d8..77aa67b6 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "fe3e4de0", + "id": "2f57c642", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ec9df69d", + "id": "1592f87e", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "10ef5685", + "id": "fbf64bd1", "metadata": {}, "outputs": [], "source": [ @@ -67,7 +67,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 0f8112a2..66865a2b 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "81efd795", + "id": "d054213d", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "53b3b5bc", + "id": "ddd79e5d", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "346240da", + "id": "b6511f24", "metadata": {}, "outputs": [], "source": [ @@ -67,7 +67,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 f0acb3bd..65023887 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "e360002f", + "id": "e7020e68", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "045f221c", + "id": "4082ab21", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a6a824ee", + "id": "e6bd6df0", "metadata": {}, "outputs": [], "source": [ @@ -67,7 +67,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 ee1fcea1..58abac47 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "624366f6", + "id": "104705f2", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e9854ec7", + "id": "f7a1530a", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "3a8042c3", + "id": "a856efdc", "metadata": {}, "outputs": [], "source": [ @@ -67,7 +67,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 016addfb..43d9240b 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "db38c5e5", + "id": "27b0da3c", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c0d99a93", + "id": "0ce1109f", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d33b97a9", + "id": "7758bbd3", "metadata": {}, "outputs": [], "source": [ @@ -75,7 +75,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 cfadf09d..04ce8035 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "cc2ec09a", + "id": "2eb2457d", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4e22ffc3", + "id": "ef3a4efc", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a216ee84", + "id": "5380a873", "metadata": {}, "outputs": [], "source": [ @@ -75,7 +75,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 05935123..f5c96ac1 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "f0f176e8", + "id": "afa81bca", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "cdca1856", + "id": "757a1b59", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "bcddfc8f", + "id": "3e6ca5e1", "metadata": {}, "outputs": [], "source": [ @@ -75,7 +75,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 50c3abbd..2448e87c 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "ad75e3be", + "id": "e4fd0acc", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e29c1e0c", + "id": "bf2349f2", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "59e0dc7b", + "id": "432d27d6", "metadata": {}, "outputs": [], "source": [ @@ -75,7 +75,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 f269cbb0..d434b665 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "8cb38d92", + "id": "70dbf46b", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "6ed29bbb", + "id": "fe7c7124", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f4551045", + "id": "e562eddd", "metadata": {}, "outputs": [], "source": [ @@ -76,7 +76,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 d78d9ddc..bf627190 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "db34e737", + "id": "ba2311c9", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "bdcb3bac", + "id": "d95e9af6", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "866b92a2", + "id": "340787ad", "metadata": {}, "outputs": [], "source": [ @@ -76,7 +76,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 f61b7067..56572737 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "7cbc54d7", + "id": "0bcbe1b2", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "52c1f7e2", + "id": "d96774db", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "cb3a3539", + "id": "dae34bf9", "metadata": {}, "outputs": [], "source": [ @@ -76,7 +76,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 2165ef67..934f4d6e 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "b061a608", + "id": "34f64061", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a0676364", + "id": "116af055", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "7010c877", + "id": "4d70b152", "metadata": {}, "outputs": [], "source": [ @@ -76,7 +76,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 765d8e6b..d65d01d0 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "7f3ced62", + "id": "a2e5816f", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "bbc5b5cd", + "id": "93fda3a4", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "cfe2bfbc", + "id": "49c4a289", "metadata": {}, "outputs": [], "source": [ @@ -84,7 +84,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 dddb5ec8..b4e3dd33 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "dfb83c58", + "id": "4acc30da", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "276b8e6c", + "id": "818bd239", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "680be054", + "id": "432b8d48", "metadata": {}, "outputs": [], "source": [ @@ -84,7 +84,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 2a0198fa..37511ef8 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "b2a319e2", + "id": "b1038d08", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "dbcace6d", + "id": "9e9ec2bc", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "7f5e0ee1", + "id": "e198a03a", "metadata": {}, "outputs": [], "source": [ @@ -84,7 +84,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 5d837127..d7c4006e 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "381d57b9", + "id": "4bd4c72f", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1b744fba", + "id": "9abc3142", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "3767c3d4", + "id": "756deb0f", "metadata": {}, "outputs": [], "source": [ @@ -84,7 +84,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 fde59bfa..84adbe15 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "18d37f42", + "id": "957dcabb", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d1dd0ecc", + "id": "e4f21627", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "49e50e60", + "id": "1b7c56c5", "metadata": {}, "outputs": [], "source": [ @@ -88,7 +88,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 93a902a8..b54d3c7e 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "e16313ee", + "id": "ac0ea6b7", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "acb6ddc5", + "id": "9f269f2d", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c5cec17b", + "id": "43e45c5b", "metadata": {}, "outputs": [], "source": [ @@ -88,7 +88,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 49d8242f..0ce4c9ce 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "b8c9ffce", + "id": "2fb0c94e", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "fb0248b4", + "id": "0423297c", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ef2c14f3", + "id": "cab488a4", "metadata": {}, "outputs": [], "source": [ @@ -88,7 +88,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 9d08bce8..43dfb2f3 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "29b741d8", + "id": "3c6bbc0f", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "acbf8b1f", + "id": "ed20205a", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "924ec251", + "id": "b4eb3561", "metadata": {}, "outputs": [], "source": [ @@ -88,7 +88,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 9be1d665..6c447472 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "227d7b5e", + "id": "11bd1c10", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c28e20a3", + "id": "28e5383f", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "bcda4a00", + "id": "a02b38c7", "metadata": {}, "outputs": [], "source": [ @@ -96,7 +96,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 4442398d..d4b9062b 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "aa292d4d", + "id": "d7f36fe9", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "7f4d223d", + "id": "139b43b1", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "cfd761f9", + "id": "eff092cb", "metadata": {}, "outputs": [], "source": [ @@ -96,7 +96,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 8f3c98d6..2abcf67d 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "4741bf23", + "id": "0ffe05a7", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "dc3e6de9", + "id": "80cc0e2b", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "aab3f4c6", + "id": "3047261d", "metadata": {}, "outputs": [], "source": [ @@ -96,7 +96,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 7e5baf02..288e4918 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "29519868", + "id": "31f91bb7", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "86f606a0", + "id": "642fd671", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "02fefd3c", + "id": "9644fd05", "metadata": {}, "outputs": [], "source": [ @@ -96,7 +96,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 4f9316e4..76d37304 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "c5983eac", + "id": "18b001a9", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ad622ca6", + "id": "7cdc8664", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4f0e4f0d", + "id": "3e11c9ab", "metadata": {}, "outputs": [], "source": [ @@ -101,7 +101,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 22507dee..60b2d6bb 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "5cb5a717", + "id": "75afa164", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "824be3d2", + "id": "2043d304", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e4b86ce1", + "id": "3b06305b", "metadata": {}, "outputs": [], "source": [ @@ -101,7 +101,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 0dda9039..ea3b8811 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "fafb0308", + "id": "c51045d8", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "81432033", + "id": "e59207d7", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "311d87dc", + "id": "da4b90cf", "metadata": {}, "outputs": [], "source": [ @@ -101,7 +101,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 ca54e551..9aca2aed 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "aebbc36d", + "id": "cbe3b5a5", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b16f7c84", + "id": "5e8e8f30", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "dfb5bfd6", + "id": "8f199b91", "metadata": {}, "outputs": [], "source": [ @@ -101,7 +101,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 731eeded..4d0e4912 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "44cbcb92", + "id": "f8e5ebe4", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "53e1a7cf", + "id": "11c0f580", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "2ed873c9", + "id": "6f28a804", "metadata": {}, "outputs": [], "source": [ @@ -110,7 +110,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 4bf6b3c8..c68719c0 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "b9cb1de5", + "id": "5966ed11", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "61e5db5a", + "id": "a3a729f3", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "df616db0", + "id": "64218131", "metadata": {}, "outputs": [], "source": [ @@ -110,7 +110,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 842c00d0..8c23fd2e 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "212c8442", + "id": "b842330d", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "13a6c5a8", + "id": "ace08468", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0f2ea3e1", + "id": "9c249e82", "metadata": {}, "outputs": [], "source": [ @@ -110,7 +110,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 1ddfcd05..4d9d4507 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "4756df63", + "id": "7127302a", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0d9b9dbf", + "id": "ef44ef56", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "497d55e1", + "id": "6389a38e", "metadata": {}, "outputs": [], "source": [ @@ -110,7 +110,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 2ce5bb49..c8019b02 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "698e9314", + "id": "1ddf62ca", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f6be75dd", + "id": "40bbec6a", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "82dfc976", + "id": "acbb3687", "metadata": {}, "outputs": [], "source": [ @@ -88,7 +88,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 486b45f7..8d069be7 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "986e366a", + "id": "1f6aa826", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e866dfe1", + "id": "118c58a0", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "417f83b1", + "id": "ec774d13", "metadata": {}, "outputs": [], "source": [ @@ -88,7 +88,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 79dace9b..60993a38 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "e7ca6531", + "id": "dba67a85", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5b982c9a", + "id": "94092bf2", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "51068280", + "id": "23b58907", "metadata": {}, "outputs": [], "source": [ @@ -88,7 +88,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 4d4b2c7c..34fe50a8 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "64348864", + "id": "0b35b944", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "9727c5ce", + "id": "29680359", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "971d065c", + "id": "fc256ca0", "metadata": {}, "outputs": [], "source": [ @@ -88,7 +88,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 0ee8a685..b0cbaba8 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "6eddf2b4", + "id": "55760923", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f9d51a40", + "id": "4a32aa9e", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "7f1fbc04", + "id": "f97d50d0", "metadata": {}, "outputs": [], "source": [ @@ -96,7 +96,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 66d1b50b..11808e2f 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "483d10f9", + "id": "4df8f45e", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "9676ab65", + "id": "67b99f35", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "63e93f97", + "id": "b5430410", "metadata": {}, "outputs": [], "source": [ @@ -96,7 +96,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 12b758ad..4bb345a1 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "d065cad0", + "id": "7a2a1370", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e37f4bd4", + "id": "2fd172c4", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "9c82fd19", + "id": "cda0eaa1", "metadata": {}, "outputs": [], "source": [ @@ -96,7 +96,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 59e708ab..788640c6 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "ce405495", + "id": "e812c86f", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "13144a3f", + "id": "d0f6af9b", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "49a61563", + "id": "0adf71f5", "metadata": {}, "outputs": [], "source": [ @@ -96,7 +96,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 dbc6f923..e68012f6 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "ecfd021a", + "id": "e7cb26ed", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "dc72df71", + "id": "e793914e", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "58093441", + "id": "c195bd7a", "metadata": {}, "outputs": [], "source": [ @@ -101,7 +101,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 fd9b1c4c..6af4ae15 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "15957377", + "id": "e8b7d6ed", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "885fc3d2", + "id": "2bf488d1", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "896f63df", + "id": "365efccf", "metadata": {}, "outputs": [], "source": [ @@ -101,7 +101,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 b7aed2d5..4c3ce0a0 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "d6d11478", + "id": "79cd14f3", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f2f1431e", + "id": "d1a6d921", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0cf2af2a", + "id": "bb5dcb0c", "metadata": {}, "outputs": [], "source": [ @@ -101,7 +101,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 efaf3523..4955320b 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "de6ff3ec", + "id": "4f521809", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "417eeeef", + "id": "2708d3f3", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ca0cae5b", + "id": "ea44d52f", "metadata": {}, "outputs": [], "source": [ @@ -101,7 +101,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 dd706951..d837eae9 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "15cb65e5", + "id": "0424b988", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "53cd1f32", + "id": "c3f57eec", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e86a08a1", + "id": "55a15498", "metadata": {}, "outputs": [], "source": [ @@ -110,7 +110,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 82111fa6..fc1059cf 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "6e76c1eb", + "id": "ac02d024", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "bf52c7d8", + "id": "2d623925", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f437a8ab", + "id": "1f8f50e9", "metadata": {}, "outputs": [], "source": [ @@ -110,7 +110,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 7e463089..c130e848 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "7d6ec5b2", + "id": "9152da76", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ee02c25f", + "id": "25cf18d0", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "88405d24", + "id": "d020bc66", "metadata": {}, "outputs": [], "source": [ @@ -110,7 +110,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 df21f797..5dcce68b 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "2485a132", + "id": "2ef939bd", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "8baa634b", + "id": "692679f6", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "36ccfa74", + "id": "f987f61b", "metadata": {}, "outputs": [], "source": [ @@ -110,7 +110,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 46d8ae99..f5a686ef 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "0abe6a13", + "id": "4f34a0bb", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e2a3275b", + "id": "93016563", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b561368e", + "id": "a1a3e64e", "metadata": {}, "outputs": [], "source": [ @@ -91,7 +91,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 0ebb75dd..f155ab6b 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "794a1a1d", + "id": "ed0b2b0c", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a007d517", + "id": "d2699a2c", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "aec3ff5d", + "id": "6b27e7cb", "metadata": {}, "outputs": [], "source": [ @@ -91,7 +91,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 0cab0d89..322d2083 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "14216bda", + "id": "4f8d8339", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "45cc7642", + "id": "2ce1f589", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4fc7cfb7", + "id": "8278d9d0", "metadata": {}, "outputs": [], "source": [ @@ -91,7 +91,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 f4ed61b8..173f876d 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "db654722", + "id": "01b028e2", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "fd6660cc", + "id": "b9b06718", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "992fa347", + "id": "e4882174", "metadata": {}, "outputs": [], "source": [ @@ -91,7 +91,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 8a2739c1..9083e937 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "1df418e1", + "id": "01b82a6e", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c8a8035d", + "id": "bc9bbe08", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "258409d2", + "id": "f1293294", "metadata": {}, "outputs": [], "source": [ @@ -99,7 +99,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 9d78702f..9b620840 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "c847d8f1", + "id": "032bcad3", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c76a64b9", + "id": "35ad585b", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "2df80b01", + "id": "79acd4c4", "metadata": {}, "outputs": [], "source": [ @@ -99,7 +99,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 b2bd06db..cad66098 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "7166d08f", + "id": "c12c8608", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "53250c44", + "id": "8a36342c", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f2e3b767", + "id": "7b8049cf", "metadata": {}, "outputs": [], "source": [ @@ -99,7 +99,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 000434b7..9e58628b 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "98c89ce6", + "id": "beecd470", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "77a07dfd", + "id": "ac64fc0e", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "6fe97fd9", + "id": "baac1275", "metadata": {}, "outputs": [], "source": [ @@ -99,7 +99,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 2d79d473..da38d31f 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "e68481ac", + "id": "564b267f", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c519fee9", + "id": "be18905a", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "2376b635", + "id": "584cf86d", "metadata": {}, "outputs": [], "source": [ @@ -104,7 +104,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 e2e67849..5442587d 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "8a183a27", + "id": "35f7ee76", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ccb70fdf", + "id": "54ab58ab", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f988f793", + "id": "420ee452", "metadata": {}, "outputs": [], "source": [ @@ -104,7 +104,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 e970f452..f05eda67 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "0b8c1763", + "id": "db58acee", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0e10754a", + "id": "8486dd91", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e98ea612", + "id": "a842accd", "metadata": {}, "outputs": [], "source": [ @@ -104,7 +104,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 dc774b18..3bb71f8a 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "ee0a7507", + "id": "a30ee9b5", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a09165a6", + "id": "c273d9c7", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "835943f6", + "id": "faa5e4fa", "metadata": {}, "outputs": [], "source": [ @@ -104,7 +104,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 3fec501f..22ecdd1e 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "76168760", + "id": "d4538f9d", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1e8d0f56", + "id": "bff8ed5a", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "28fd0be1", + "id": "d1c477bd", "metadata": {}, "outputs": [], "source": [ @@ -113,7 +113,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 7c0aad4a..2bd0a522 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "556a7340", + "id": "ab0b5260", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "54813189", + "id": "6b90e116", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "74f57a44", + "id": "ca036472", "metadata": {}, "outputs": [], "source": [ @@ -113,7 +113,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 23d125c4..60fa8ce4 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "a1ecbacb", + "id": "5271c30c", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "889176b8", + "id": "3a44fb1e", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "8253e018", + "id": "f69b3d45", "metadata": {}, "outputs": [], "source": [ @@ -113,7 +113,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 32efead1..85eb4601 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "1ca5ee1c", + "id": "7a821fd5", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b159ce8a", + "id": "42d25e36", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c8e4aea2", + "id": "93ef697a", "metadata": {}, "outputs": [], "source": [ @@ -113,7 +113,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 11cbc3a1..d4de5dc8 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "8c301ea0", + "id": "e8689c2d", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1f05c93c", + "id": "a1c127f2", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "08a92331", + "id": "46fec5ce", "metadata": {}, "outputs": [], "source": [ @@ -91,7 +91,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 f58982e6..27c314f8 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "483bb8a9", + "id": "99d1d453", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "6465e8c2", + "id": "c63d0a48", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "06270192", + "id": "b9729894", "metadata": {}, "outputs": [], "source": [ @@ -91,7 +91,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 78b039aa..ea9c9c8c 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "c97fa7c3", + "id": "d1c55db5", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ca6e65f2", + "id": "a814545c", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "db57cf90", + "id": "021784db", "metadata": {}, "outputs": [], "source": [ @@ -91,7 +91,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 c3686735..eacbe79c 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "5f138d2b", + "id": "cb73273a", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a529128c", + "id": "91a3cb0b", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "344a0ddb", + "id": "4cf79235", "metadata": {}, "outputs": [], "source": [ @@ -91,7 +91,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 adc3aa5d..5b25712f 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "81bb467b", + "id": "aac57b06", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "9f2106e1", + "id": "caef3cdc", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "53017985", + "id": "8233b23e", "metadata": {}, "outputs": [], "source": [ @@ -99,7 +99,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 bd1fc431..7d9bf50d 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "cbc4e83d", + "id": "8b2384fa", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "904e76cb", + "id": "d00ce284", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "46514c85", + "id": "2ee339bc", "metadata": {}, "outputs": [], "source": [ @@ -99,7 +99,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 cf6f1962..28cbfc8d 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "7f3f7af5", + "id": "66d8da36", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5740ccb2", + "id": "ae5bde0f", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0e7ea107", + "id": "c88fc81a", "metadata": {}, "outputs": [], "source": [ @@ -99,7 +99,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 d1a392cf..4b51d94c 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "d804f5d5", + "id": "2bbd01b5", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "017c9ef5", + "id": "83e1e689", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0b10cf49", + "id": "a899d188", "metadata": {}, "outputs": [], "source": [ @@ -99,7 +99,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 9ef514db..007976f4 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "5505a029", + "id": "48848d6f", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c07fa98a", + "id": "af47faad", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1e3af43b", + "id": "740f2e12", "metadata": {}, "outputs": [], "source": [ @@ -104,7 +104,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 ee40d166..d60ba86a 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "585befbf", + "id": "d08c36db", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c3dfe70b", + "id": "0bc0d2d0", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "fd8d9dcb", + "id": "c6f30c01", "metadata": {}, "outputs": [], "source": [ @@ -104,7 +104,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 df966623..f4706bc9 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "7bee08a2", + "id": "1bd9df8d", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "85d4b0e1", + "id": "3922d3fa", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "62181162", + "id": "492f61b3", "metadata": {}, "outputs": [], "source": [ @@ -104,7 +104,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 bf7acc4d..d84e5cc0 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "fd0e557b", + "id": "1c19e2c4", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4b70a4a7", + "id": "5bf6c074", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "28c954bc", + "id": "bd053e6e", "metadata": {}, "outputs": [], "source": [ @@ -104,7 +104,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 e5eea935..365d71ee 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "66974322", + "id": "27d0f5e7", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f63a06aa", + "id": "5549a197", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "205a13b4", + "id": "042a046d", "metadata": {}, "outputs": [], "source": [ @@ -113,7 +113,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 2acaafdd..444cb3a9 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "bba75920", + "id": "4165abb2", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e381ab48", + "id": "760f611e", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c5b8ad41", + "id": "682a4ff9", "metadata": {}, "outputs": [], "source": [ @@ -113,7 +113,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 5564353f..db978f9f 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "9be1efc5", + "id": "894c43f8", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f7144595", + "id": "3a32ceff", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4fbae740", + "id": "bcabdb1c", "metadata": {}, "outputs": [], "source": [ @@ -113,7 +113,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 c08aa075..9c680f6f 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "0bba8718", + "id": "7a4cae12", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c7169d2d", + "id": "d5ec03d0", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "7fe08926", + "id": "a33480af", "metadata": {}, "outputs": [], "source": [ @@ -113,7 +113,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 e4fb7356..e055b45f 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "06196560", + "id": "fb0d681a", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "8c15668a", + "id": "bd757100", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "96c51440", + "id": "0b5e872d", "metadata": {}, "outputs": [], "source": [ @@ -88,7 +88,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 93221b51..f86b5ead 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "b5b04d37", + "id": "1b659b77", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c9cfd99b", + "id": "c05447bd", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f8af6b42", + "id": "33c6fa1e", "metadata": {}, "outputs": [], "source": [ @@ -88,7 +88,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 787bc13d..bf845afd 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "c927f78d", + "id": "e9d3c2c4", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "866fcdfc", + "id": "55744f81", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "7ba1feef", + "id": "9f60497a", "metadata": {}, "outputs": [], "source": [ @@ -88,7 +88,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 87d936f1..2fa1b787 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "7503d662", + "id": "ab0b9dd3", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1ee6657e", + "id": "a34875c3", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "dca25e1e", + "id": "290dd02d", "metadata": {}, "outputs": [], "source": [ @@ -88,7 +88,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 10e553af..f4d7c38f 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "7eb39dc3", + "id": "03170d29", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "2394904c", + "id": "ecc584a9", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d2bff280", + "id": "950ec2f1", "metadata": {}, "outputs": [], "source": [ @@ -96,7 +96,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 0b36c075..21d0350a 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "b3a07643", + "id": "e9ed8726", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0c852715", + "id": "cf22acde", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "18654843", + "id": "f80a6507", "metadata": {}, "outputs": [], "source": [ @@ -96,7 +96,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 49588c33..d82f198b 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "a93a512d", + "id": "e17c0a64", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "fe6ef939", + "id": "6a345215", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "db4f433c", + "id": "4f30fbb3", "metadata": {}, "outputs": [], "source": [ @@ -96,7 +96,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 097a1432..b06523a8 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "570d7a4f", + "id": "ad6e3b66", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "42077840", + "id": "e7e2c60b", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "60d4bd17", + "id": "c06f9b4e", "metadata": {}, "outputs": [], "source": [ @@ -96,7 +96,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 41b6e645..f1ff1f3c 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "61e04649", + "id": "537a3837", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5f695467", + "id": "3a27c662", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1f6f04d7", + "id": "56ada987", "metadata": {}, "outputs": [], "source": [ @@ -101,7 +101,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 5dbc9fe4..50db0ffa 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "0b4efb21", + "id": "8a87b590", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d3d630de", + "id": "cca8da46", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "7983ca24", + "id": "3ad993e5", "metadata": {}, "outputs": [], "source": [ @@ -101,7 +101,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 c1ca64a2..c8418c49 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "035bccc9", + "id": "76437655", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d9174a91", + "id": "92c5abcb", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "47f0db62", + "id": "ac7a7896", "metadata": {}, "outputs": [], "source": [ @@ -101,7 +101,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 8a7f37b4..c643070e 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "fee87b84", + "id": "ef80a896", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "de7fffbf", + "id": "34c9784b", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "dcda93a1", + "id": "d5dffbbe", "metadata": {}, "outputs": [], "source": [ @@ -101,7 +101,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 3b8c6665..a8438efe 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "a4dc8401", + "id": "98e35885", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "8a909e4a", + "id": "556c9c14", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "70b20535", + "id": "b26f7c81", "metadata": {}, "outputs": [], "source": [ @@ -110,7 +110,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 869c09c9..84f133d1 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "aedf7498", + "id": "a7e8c15b", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "28f3b7bb", + "id": "8d5d292f", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "899386a0", + "id": "494faee3", "metadata": {}, "outputs": [], "source": [ @@ -110,7 +110,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 67f66f10..57b6969c 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "08163dae", + "id": "4b956abc", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "10b4aea1", + "id": "7e1996c5", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "beed653f", + "id": "88af34b1", "metadata": {}, "outputs": [], "source": [ @@ -110,7 +110,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 b95d432b..cc8c4f80 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "f9717064", + "id": "8266a27f", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "19a9e262", + "id": "1ea12a97", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "3b55a083", + "id": "857e66ba", "metadata": {}, "outputs": [], "source": [ @@ -110,7 +110,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 798be757..b2ce7bfa 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "5f883e28", + "id": "c3e90a79", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "95b22617", + "id": "350660d6", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "8e10215f", + "id": "f9baf005", "metadata": {}, "outputs": [], "source": [ @@ -88,7 +88,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 8385c229..91bc900d 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "de7d60f6", + "id": "88c09317", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "66f592fe", + "id": "a00ffc0a", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c44aca04", + "id": "8b6ade1d", "metadata": {}, "outputs": [], "source": [ @@ -88,7 +88,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 4acec4a1..5cbda727 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "c8786657", + "id": "10eabab4", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a9f933d7", + "id": "c46bc6b0", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e27d6a86", + "id": "bf99e4d4", "metadata": {}, "outputs": [], "source": [ @@ -88,7 +88,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 60fcd278..05d48b6c 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "4f8bc3bb", + "id": "88394ebb", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "62bcd964", + "id": "dc402aab", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "defcb937", + "id": "fd1b31a6", "metadata": {}, "outputs": [], "source": [ @@ -88,7 +88,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 6dbed201..936eb490 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "7bc8af47", + "id": "363d79bd", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "18648655", + "id": "99749769", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "6c26f6f9", + "id": "09cc18d4", "metadata": {}, "outputs": [], "source": [ @@ -96,7 +96,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 f243e0f4..d5ce9a40 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "7bb6483c", + "id": "750f9408", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "2cb9d5f8", + "id": "ead79667", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f2269f8a", + "id": "4fdbf010", "metadata": {}, "outputs": [], "source": [ @@ -96,7 +96,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 6105c206..87307ce3 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "4a8e783c", + "id": "2e6ac0e1", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d69cd32b", + "id": "421e1084", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b7926b93", + "id": "dee3074b", "metadata": {}, "outputs": [], "source": [ @@ -96,7 +96,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 911cf7ed..f152b25c 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "88572407", + "id": "47320cfd", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "90697771", + "id": "53477271", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "2fa2ee7f", + "id": "9fe7927a", "metadata": {}, "outputs": [], "source": [ @@ -96,7 +96,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 d2f73ba1..8854e1f6 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "9416080e", + "id": "a544a1eb", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "352cd827", + "id": "8f559884", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "9625df6e", + "id": "3c96a1d2", "metadata": {}, "outputs": [], "source": [ @@ -101,7 +101,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 23749c91..e60eecd8 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "78bc0ab9", + "id": "bca976bc", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "385de27e", + "id": "8ba5053f", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d67c6793", + "id": "0047fad1", "metadata": {}, "outputs": [], "source": [ @@ -101,7 +101,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 180231ad..b412da89 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "7df1ff62", + "id": "974e2332", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "09dcceb3", + "id": "5b087d2f", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1d7ecf63", + "id": "d44b3452", "metadata": {}, "outputs": [], "source": [ @@ -101,7 +101,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 ede36255..97363ddf 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "1f865567", + "id": "e663dcc2", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d0d39ad8", + "id": "6e5f6721", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "249f12ae", + "id": "7362000e", "metadata": {}, "outputs": [], "source": [ @@ -101,7 +101,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 109abdd2..dd53cfe0 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "ec225493", + "id": "e86b40f7", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e067fd25", + "id": "b5021e27", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "2d053aa3", + "id": "81f00e5e", "metadata": {}, "outputs": [], "source": [ @@ -110,7 +110,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 d3ca5906..564db607 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "33dde906", + "id": "a1a38410", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "2b37f03e", + "id": "22bffe5a", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "3f192e28", + "id": "3aa7ad75", "metadata": {}, "outputs": [], "source": [ @@ -110,7 +110,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 3e5d2f80..8d7b7f2d 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "fddc2e00", + "id": "a6ba7f8e", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5b0beb81", + "id": "aabdc063", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "44b46b90", + "id": "a48c8444", "metadata": {}, "outputs": [], "source": [ @@ -110,7 +110,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 ac426231..a4bb10db 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "dce6dcb3", + "id": "18d37d61", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a9076ea5", + "id": "829e0708", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5d656bfa", + "id": "1fa35911", "metadata": {}, "outputs": [], "source": [ @@ -110,7 +110,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 71534884..9ea63708 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "9ce0963c", + "id": "f531276c", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "828a000e", + "id": "2e7bdb4e", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1b4b6d5d", + "id": "1ecf4bea", "metadata": {}, "outputs": [], "source": [ @@ -91,7 +91,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 e0cc7ec8..82fddc0d 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "48b219db", + "id": "753940d0", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "48931b67", + "id": "73cfe2ef", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a56eb0e1", + "id": "a4f487e4", "metadata": {}, "outputs": [], "source": [ @@ -91,7 +91,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 4c8da6e4..f96e360e 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "89c8cbe7", + "id": "241afc3e", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a24467c5", + "id": "0eaa5d9e", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c9a4d744", + "id": "d44737e9", "metadata": {}, "outputs": [], "source": [ @@ -91,7 +91,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 cb37fbb9..1ada392c 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "ccc2abe5", + "id": "9b8e4cbd", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "2061a729", + "id": "9d7af2cc", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5f3cde77", + "id": "04216b6c", "metadata": {}, "outputs": [], "source": [ @@ -91,7 +91,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 d9877115..62e7a108 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "f3830a5a", + "id": "90cfa28e", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f5176021", + "id": "086366cd", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ec20e32a", + "id": "bf451783", "metadata": {}, "outputs": [], "source": [ @@ -99,7 +99,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 e0107aec..53f05eef 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "0b115d08", + "id": "32ed1f45", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "63d84422", + "id": "95aa5e0b", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "76155efd", + "id": "aafa134a", "metadata": {}, "outputs": [], "source": [ @@ -99,7 +99,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 d1de842e..ac47be34 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "9d688797", + "id": "9b951497", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ceb4761e", + "id": "ce416adf", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f70301ed", + "id": "e33db031", "metadata": {}, "outputs": [], "source": [ @@ -99,7 +99,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 d585f273..d436cb97 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "23aeb714", + "id": "86c2a6e1", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f9c97bc9", + "id": "9775fae8", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f508066c", + "id": "442413c8", "metadata": {}, "outputs": [], "source": [ @@ -99,7 +99,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 60896657..7b9e4851 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "78e24824", + "id": "e991ee52", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "880a96d2", + "id": "a7f98a32", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5146b3c5", + "id": "5c3cc8a6", "metadata": {}, "outputs": [], "source": [ @@ -104,7 +104,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 d93e0da7..0bacde49 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "919d57b1", + "id": "846ed55c", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "2180b3b4", + "id": "ed992b2e", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c61ff920", + "id": "eef293f7", "metadata": {}, "outputs": [], "source": [ @@ -104,7 +104,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 38c9b607..6c0df6e5 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "5555def8", + "id": "aec816e3", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1f7c3b74", + "id": "3a4af067", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "791753fd", + "id": "99cdad21", "metadata": {}, "outputs": [], "source": [ @@ -104,7 +104,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 892f13f6..b33c8950 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "9a47da00", + "id": "fca24db9", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "feda9bc4", + "id": "a64ee449", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "94f93116", + "id": "96c8f530", "metadata": {}, "outputs": [], "source": [ @@ -104,7 +104,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 f5f12740..bf5e7a93 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "524c1fe6", + "id": "dabd2ce9", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a087dbb3", + "id": "7928dee0", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "01e417b2", + "id": "96e42d46", "metadata": {}, "outputs": [], "source": [ @@ -113,7 +113,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 9740b9a9..bf55c1fd 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "b3088710", + "id": "44be0063", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "367a91d1", + "id": "8d6db7ef", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ec23c31c", + "id": "aaf5c609", "metadata": {}, "outputs": [], "source": [ @@ -113,7 +113,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 7b3ea78e..d06dd63f 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "6a12327d", + "id": "b03c4257", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "15969a8c", + "id": "fea2a9fb", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e7a7659f", + "id": "bcc55158", "metadata": {}, "outputs": [], "source": [ @@ -113,7 +113,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 a76d3e0f..dc396548 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "eb0831b2", + "id": "6cbb4127", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ef8f0313", + "id": "f97017db", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e6c88081", + "id": "fba1d079", "metadata": {}, "outputs": [], "source": [ @@ -113,7 +113,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 e6fe14af..4718125b 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "1724cfdf", + "id": "07536673", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "70262bbd", + "id": "cefff47e", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "3be7d42a", + "id": "4fab7d0a", "metadata": {}, "outputs": [], "source": [ @@ -91,7 +91,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 904dd085..6629c82f 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "e578a766", + "id": "9d61a965", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "6954032d", + "id": "229e566a", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "be25634b", + "id": "fdf3b5e1", "metadata": {}, "outputs": [], "source": [ @@ -91,7 +91,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 b70e71fb..aba4fcf8 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "c358f2dd", + "id": "13ef6a2f", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e7043e7d", + "id": "e3bcc131", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a1135be7", + "id": "a13fe2be", "metadata": {}, "outputs": [], "source": [ @@ -91,7 +91,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 7c62fe90..77cb1e49 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "861d7349", + "id": "62b52722", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "941488fd", + "id": "4096b351", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f1f76a26", + "id": "4dad6461", "metadata": {}, "outputs": [], "source": [ @@ -91,7 +91,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 56536a88..83acddef 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "d16621c4", + "id": "cd6adab0", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "8e7003a4", + "id": "48996fab", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1b1c94aa", + "id": "844dd28f", "metadata": {}, "outputs": [], "source": [ @@ -99,7 +99,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 ee19d6a5..2c900195 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "f6c362ca", + "id": "08899086", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1121ef83", + "id": "017e9fd5", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "9f5619ee", + "id": "3f40ef77", "metadata": {}, "outputs": [], "source": [ @@ -99,7 +99,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 8e2e1b37..bd427809 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "96332805", + "id": "8104245a", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ac76eb43", + "id": "92d0c3d0", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "901a7322", + "id": "636bffeb", "metadata": {}, "outputs": [], "source": [ @@ -99,7 +99,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 23135a4e..3304b1b6 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "1b858a0b", + "id": "d9ce4e81", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "206c59f2", + "id": "8d9bcaa2", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "126c2ab8", + "id": "90b166b6", "metadata": {}, "outputs": [], "source": [ @@ -99,7 +99,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 86446fa2..8f445020 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "15916a33", + "id": "19252157", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "3de3983f", + "id": "6fbe2549", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1c50a890", + "id": "ea152c1c", "metadata": {}, "outputs": [], "source": [ @@ -104,7 +104,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 b1c2eb10..438a7691 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "d6e7c15a", + "id": "9d04b7d1", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "75995219", + "id": "622b3ba6", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e0a65966", + "id": "85b96711", "metadata": {}, "outputs": [], "source": [ @@ -104,7 +104,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 999e568c..2b5984b2 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "00c1326c", + "id": "21382c66", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "dde707bc", + "id": "f0835413", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "9d0b4d10", + "id": "d3da23ab", "metadata": {}, "outputs": [], "source": [ @@ -104,7 +104,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 9a7f5095..308a1c5d 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "a37a944a", + "id": "cf401c5d", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "7fc27888", + "id": "c2335b7b", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "83b58039", + "id": "3fcbb417", "metadata": {}, "outputs": [], "source": [ @@ -104,7 +104,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 1e703d99..c34bb350 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "1e987e88", + "id": "d22e867c", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "6dbdbfb8", + "id": "232ac431", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1298bef9", + "id": "80e91bcd", "metadata": {}, "outputs": [], "source": [ @@ -113,7 +113,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 5f9fed11..24eb861f 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "5d65cf9c", + "id": "6aa66782", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5d77d86b", + "id": "99c28ea7", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "7b7e49ca", + "id": "5b151317", "metadata": {}, "outputs": [], "source": [ @@ -113,7 +113,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 2c1a65cf..5e434750 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "7d358cb3", + "id": "493d2310", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ca614499", + "id": "9c9ca7bd", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a1942565", + "id": "499b38d9", "metadata": {}, "outputs": [], "source": [ @@ -113,7 +113,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 c93712e7..97d51afb 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "27543e5f", + "id": "2f074c20", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "52c311e6", + "id": "1cd635a5", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d18cab76", + "id": "7f8fce1b", "metadata": {}, "outputs": [], "source": [ @@ -113,7 +113,7 @@ " model=Models.FULLYBAYESIANMOO,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 9bb763f3..1615286c 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "3ee7a8cf", + "id": "c5b1ed8d", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "752fd538", + "id": "459b19ca", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "62901c55", + "id": "841f6dfc", "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 b1c091a3..402e06a2 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "6d55bb2d", + "id": "f2f942e8", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "fe94bb5e", + "id": "46f55dcd", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a803af8d", + "id": "b2d5bc1f", "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 c96a4207..7ba91b86 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "a3176a44", + "id": "dcb23ebf", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "dd20e82b", + "id": "a0bd3207", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "8261aa97", + "id": "f4a8232d", "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 b176c6f6..a5f19559 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "d362efeb", + "id": "29d498bf", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5b958208", + "id": "fedf28c8", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ab7b1716", + "id": "2d76305d", "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 92c2dfbb..56231ed7 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "75907ce6", + "id": "c988f615", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "aa21a502", + "id": "afa1bb3c", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "30354644", + "id": "a444d24f", "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 b717bf74..3f82e109 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "a1c7d9a2", + "id": "83ffb5e5", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4bf976c5", + "id": "20e70001", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "496db9a9", + "id": "04427e20", "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 898c7c8f..f1b16ca1 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "a078dba7", + "id": "8a46b0de", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0af0efeb", + "id": "f408e336", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "caa88e7b", + "id": "cf264b34", "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 14976ac5..4ecd314d 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "4c129188", + "id": "449439b2", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "7db4f059", + "id": "b461cafd", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "fabf5264", + "id": "1dd39c8e", "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 1b2fa728..7c79c9b7 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "264bab42", + "id": "cd0d31e2", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "50cac0cf", + "id": "54b16940", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5a6b2bc8", + "id": "e2229984", "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 6633f28c..e2e7ded9 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "50358605", + "id": "8b37c198", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b594fb48", + "id": "29c316f2", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e40633c6", + "id": "919be014", "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 cada4d84..255a051f 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "5eaea685", + "id": "d6341d22", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "935c307b", + "id": "0c07e942", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5d880f35", + "id": "29ee2428", "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 0e2dfa79..310c10fa 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "57f2b5eb", + "id": "1ddb7052", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "99233d68", + "id": "0d078cb2", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "9ad28fb4", + "id": "b78abc0d", "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 8cc9fd69..577b9ea2 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "26ec0a51", + "id": "6d89102f", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f20989fc", + "id": "104589f8", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "8a23c565", + "id": "4ed693bf", "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 b4d51e41..e4dc95bf 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "7dbaaa04", + "id": "1bbecf4b", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b522c2c3", + "id": "8faaa84c", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ba37894b", + "id": "763ae647", "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 121d083c..8d96eb0e 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "ab92e00a", + "id": "3e1af570", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "3d62f0ab", + "id": "670d8796", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1928b330", + "id": "39356839", "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 4e144423..f11512d9 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "b8921d32", + "id": "87d5fb8b", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e17e6058", + "id": "0fde0965", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "85e32732", + "id": "a30e92ec", "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 28f146f2..09029358 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "66751f13", + "id": "71c4db1d", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "161f5e79", + "id": "4b28c811", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "331233b9", + "id": "e19ffb41", "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 a87db33d..ed07c808 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "28169ff2", + "id": "63760e9d", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d8909fae", + "id": "8fe29240", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "6e125641", + "id": "d6b9152a", "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 8cac7b5d..73f6846d 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "e2ca695c", + "id": "37061535", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "6015bbf6", + "id": "8260a6ef", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "54701916", + "id": "8a343afd", "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 f8eeb647..7234f53c 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "0ce3adc4", + "id": "6f78be0e", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "2db1e607", + "id": "52154cb1", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a0c3ed2a", + "id": "44a9960c", "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 e8cd7132..a75e2b81 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "e71f149a", + "id": "dacd14fb", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "280eafb1", + "id": "65a5539b", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "8c1195c8", + "id": "e4e8542f", "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 57c91d66..bb1b951d 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "571af0a9", + "id": "79314c81", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1cf171a2", + "id": "122f9811", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d80ddc4a", + "id": "c6c8df4b", "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 73645c77..dc65385c 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "904387af", + "id": "9bd5de9a", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d1e7fbd3", + "id": "47bcae54", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c49a8580", + "id": "c18ec0db", "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 62f45887..1c9da47e 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "919209f0", + "id": "fdbff250", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ea7f51ca", + "id": "5a496931", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e507c389", + "id": "638f09ab", "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 c6e13408..fc3833cf 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "08fcb7d8", + "id": "8834714b", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d789cfa1", + "id": "63f9b022", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "14012258", + "id": "3cf7d666", "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 30f8cde4..a57e69c1 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "9eb03999", + "id": "4e53b9c7", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "7cf448b9", + "id": "4660ffd6", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e991ccd7", + "id": "ddffcacd", "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 5c5751e2..ea3043a8 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "a68e130f", + "id": "28e0b2c0", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e711e88a", + "id": "83d9d661", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "af715f14", + "id": "18b96646", "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 d4d5c916..54dadbc0 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "fafb2891", + "id": "63d04cd1", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4d40ccfb", + "id": "89d4c979", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1b9d131b", + "id": "304ce4db", "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 51b36769..7572d61b 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "8e4479de", + "id": "f6ffead2", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "7adad874", + "id": "eabe3188", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "bbd1439e", + "id": "d55ae8cb", "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 1a80ea13..50f7e25d 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "44419614", + "id": "7cc1e279", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "13087ae6", + "id": "218a19c6", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "975d81b3", + "id": "a1263222", "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 2a4004e6..0f24d8df 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "c1535d24", + "id": "f82fc11f", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4aa17d9e", + "id": "62ef0d01", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c38f4ac6", + "id": "5e472a46", "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 55a0a772..aa114ae7 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "71567e9a", + "id": "d3fd735d", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0eeb9eaa", + "id": "fc4b727f", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "69c1c02b", + "id": "5ca02398", "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 3b7cb6c2..5c919ad3 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "64beb32c", + "id": "49fe6459", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e2ef10f2", + "id": "3a3b0be1", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c1b7747b", + "id": "c3940a16", "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 fe834299..417093b4 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "a1d866e1", + "id": "c610f451", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "8ef872c9", + "id": "db9b1883", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "95e76289", + "id": "90160442", "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 2aba82cd..5299fa70 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "3c9139be", + "id": "c735fcef", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "87c4e17f", + "id": "5c7ab843", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "9af8a538", + "id": "d6d0281a", "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 6a156cdf..f1227207 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "c0ea50c8", + "id": "b47e6e5e", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b01643ea", + "id": "bfaf8cbb", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "db4b3d92", + "id": "7e15d6e0", "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 fcd3c84a..e5249898 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "133fa0dd", + "id": "965d125d", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4581e37d", + "id": "1469810b", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "2b835179", + "id": "4cc289a3", "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 f19e8bf6..dec8c055 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "0bbef435", + "id": "b86a2204", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b5c220c5", + "id": "7980aa80", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "2ef6d44c", + "id": "82f4a3a0", "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 4aa4c529..41c4e06e 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "dcdd5f8d", + "id": "6f979da2", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "de53056d", + "id": "aab96e3c", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5fd4f7de", + "id": "1a01ddea", "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 23dee69d..25bc331e 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "00f1f88c", + "id": "cdf7e66b", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a39b66f6", + "id": "b774c696", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "94f11ba6", + "id": "e83fda2d", "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 9127cbba..3c21d395 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "70a983c1", + "id": "300bae1a", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e81f440d", + "id": "8fd5f17d", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "51230ee1", + "id": "d2f19b75", "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 7155dbac..bc008958 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "ea7d2c0b", + "id": "f81256b7", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "bb73ec7b", + "id": "a62764ad", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "26741f66", + "id": "d25f404e", "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 dd9dfa52..33603834 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "c22b4a0e", + "id": "2f8b76ce", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4e866bf3", + "id": "52eafec6", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f94019aa", + "id": "eb061673", "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 bd476bee..bbbd46e2 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "ac7f19b5", + "id": "604f1ad4", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c6071d59", + "id": "efee1bff", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b8d8d003", + "id": "9691b684", "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 8bba81f7..1f109aae 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "81af0ba8", + "id": "2cdf8557", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "35d9f698", + "id": "1544a398", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c09feb45", + "id": "9f75110d", "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 33c1953e..de0ae905 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "852068ac", + "id": "25ff7300", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f25df77a", + "id": "cf73b178", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "dc34a5bb", + "id": "5cbf3161", "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 430167de..c1a1a214 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "e89d8d58", + "id": "0e3fcfa8", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "349182e2", + "id": "1b5f790a", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4af7212b", + "id": "ed325408", "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 275536a6..acc25352 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "824e44fa", + "id": "431eeccc", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "adeb7fc1", + "id": "c7b4ba3d", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "32e973ab", + "id": "b81e4bcd", "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 b5d0a992..d6d2d932 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "3b68d351", + "id": "9a09d89d", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a4464ea0", + "id": "5da0b60f", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "835d38c1", + "id": "a71b2684", "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 6022bdba..38aaf048 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "7d62afa0", + "id": "5fde6966", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f9ed25a9", + "id": "a487c444", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b6f1179b", + "id": "f9bb0f48", "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 663de522..6b399783 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "e2ba087b", + "id": "9d34f7c2", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "66202533", + "id": "8c2d6daa", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "775c5735", + "id": "8f84c913", "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 1abeeffa..422c4538 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "59b4a5ed", + "id": "386559c0", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "def4e168", + "id": "48c076b1", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "16826939", + "id": "a077044e", "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 49a8f2c5..0cb7903c 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "c04d93a3", + "id": "b17ebc6b", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "3f66e025", + "id": "c2d4b128", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d41b3810", + "id": "f3d7be71", "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 22e3ad86..6db365bd 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "99bda5f7", + "id": "43121511", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e5f6004d", + "id": "fc2c48da", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a431d07e", + "id": "c70f696a", "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 3204cb92..82db3ec1 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "540a45bc", + "id": "da20a9fa", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1a19d924", + "id": "313fddcd", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "10ff5927", + "id": "574f5f54", "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 39d4c6b7..30080072 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "92bf8a8c", + "id": "752ab345", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f2797ec5", + "id": "d4244128", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ea121aa8", + "id": "edb8e61a", "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 aea268ef..6f92a834 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "42ad7019", + "id": "38624638", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b4e5f00f", + "id": "a3ed3a87", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "6d15becb", + "id": "e7cf70d7", "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 97da2de8..c84cf2d3 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "cdb123e2", + "id": "1a9aa422", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "8a2ff184", + "id": "7793a135", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "bb5fa5db", + "id": "ed5f5fbb", "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 ba062e69..e4651e38 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "ffadefa0", + "id": "3c71e9eb", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ebf3fb26", + "id": "f503c2f5", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "56927c30", + "id": "a1efab2c", "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 98251fca..feaaa71f 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "be08d625", + "id": "9f6eb4c0", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "9650c6c4", + "id": "a8d407f3", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0b77215d", + "id": "3df9c153", "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 700d5170..bff43bac 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "d54a5b37", + "id": "e8b2dffb", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "57496a4f", + "id": "90c74dc6", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4445148a", + "id": "120d333f", "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 58184637..b80e7199 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "b016552f", + "id": "3ce01242", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "51739063", + "id": "338c0e7c", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "731fa727", + "id": "4fe92330", "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 4253ecc9..0044555b 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "61abb195", + "id": "c7a83517", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b6373dee", + "id": "0429d116", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "bafdd340", + "id": "1117756d", "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 637bc29d..b3bbd381 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "14d3e976", + "id": "fe093a46", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f0336963", + "id": "a1eeb3d6", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "2aff7c23", + "id": "7ec7c0b2", "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 76c3f0b1..f2b73004 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "bfe5489a", + "id": "0f584241", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "daebb749", + "id": "760413e9", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "64c9596e", + "id": "4a69e6f8", "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 70e3d2a7..439e548d 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "dfe22e9b", + "id": "21cff0f7", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "9dc4a9e7", + "id": "648e786e", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "2509dcc9", + "id": "e3c5a4ae", "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 376672e2..8d6fb63c 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "88a9d2d7", + "id": "d208ce00", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "fdfa0de4", + "id": "c2d0742a", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b4c65e16", + "id": "727166d8", "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 7c88c8bf..142068b8 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "8bfbc34e", + "id": "bce2d788", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0d44bd9c", + "id": "0bb12615", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5b77b380", + "id": "6abbe49d", "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 2e3d7b75..874cdf73 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "11b93f5a", + "id": "b95077cc", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5378f13f", + "id": "9fbbd115", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "47c1997b", + "id": "54f2f232", "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 650e88a0..a39fb3d0 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "1e29f7bc", + "id": "b7afb75b", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4d2ee863", + "id": "72fd43c9", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "6ff34f6b", + "id": "c4deefaf", "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 dd1276b9..33b84a11 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "4f3ccc25", + "id": "0dc08f37", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "7fd71cf2", + "id": "0fe96c9d", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e9831f16", + "id": "79eabf63", "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 19e8c646..47979648 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "7da4a46c", + "id": "c8832c46", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "52b56c5b", + "id": "39703dcd", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "253dd37f", + "id": "25d5731d", "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 c2f19165..96e204f8 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "fa88b970", + "id": "552e65fa", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ca7b048c", + "id": "aa6773f9", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "6d368c67", + "id": "9883d9d8", "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 ec332980..6458cdf1 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "021f24db", + "id": "9f573510", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "6f91e757", + "id": "c293963b", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4a3b4e12", + "id": "92b8034d", "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 0435f71c..05f20c34 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "ddeedd65", + "id": "abe89e70", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "78eb1cc9", + "id": "cec24bf8", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "998d98cd", + "id": "57c5d3b2", "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 7ff0a3ba..fdeecc68 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "59bff723", + "id": "63df3aa6", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "24f40165", + "id": "363caf30", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "48eb4f3d", + "id": "86ebcbaf", "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 d30384c8..20bfc227 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "00425679", + "id": "964f2713", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ca592a94", + "id": "a85d5204", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "68f12631", + "id": "a8fc4629", "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 873a9f2f..d7543846 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "c8f0a79d", + "id": "ea1a7470", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0bb12a24", + "id": "d67dd17e", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f48304f0", + "id": "babd5667", "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 f8fcca97..67f8e2ed 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "ba58e3d4", + "id": "85e32830", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "cefd0733", + "id": "7827fbf8", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "2543023c", + "id": "d23bf560", "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 b12b732f..92e8d6be 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "d6e20075", + "id": "cbe85017", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "43410acd", + "id": "32463ae8", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "bf5582c9", + "id": "a7b552ac", "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 8206e281..96f47721 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "e7b42cec", + "id": "bf17cab9", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5868144d", + "id": "d51de4bc", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "94dcd498", + "id": "73e859e4", "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 39df7080..e797fb1c 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "7a531a99", + "id": "7cf55707", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e4536aec", + "id": "19b2c2b0", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "86c83738", + "id": "e9a260de", "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 b6e52de1..cad2121b 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "5dbe85b4", + "id": "c690ec0f", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c5388c62", + "id": "8954eb35", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b2d2621d", + "id": "9e636e0a", "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 6e97a5fb..83cdf2f0 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "6dd010c8", + "id": "6f5e91a9", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "8b6bf742", + "id": "075363b7", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "8b277fa8", + "id": "338b5858", "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 a6e52161..a53f7d21 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "0acd4eab", + "id": "ed4c5351", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a2c6bca0", + "id": "69748dd8", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4b19946c", + "id": "bc0a9786", "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 d3a47053..fe834f30 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "85ee869f", + "id": "a2a432d1", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "42d6cffc", + "id": "8c8d7c56", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "6e0e635b", + "id": "70a2132a", "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 7214b1b5..2b91b0ae 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "433457ec", + "id": "84b832d4", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a5df9e9c", + "id": "aba54bc2", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b17e0979", + "id": "e1b65ad6", "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 a29ed5ac..22cd5842 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "f618b174", + "id": "5b5dd15d", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "14e8ae19", + "id": "d0efb603", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "fb220607", + "id": "b6599517", "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 76706c5c..c33c8254 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "a4959671", + "id": "08571f56", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "622350de", + "id": "9af9d1e5", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0642f1c9", + "id": "46a56f37", "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 7d86a841..c6f6e7b6 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "aa75677d", + "id": "59ab9814", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c7c09732", + "id": "5080f084", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "3566e634", + "id": "8b6a9f1e", "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 61125d55..61470842 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "b3b6754e", + "id": "20a31562", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b33733db", + "id": "f1fa6b41", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "6c01a737", + "id": "91bee408", "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 165dbd24..4bba4eb8 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "63ebfcf1", + "id": "18dc89af", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "120dcd06", + "id": "021fbbb3", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "bf7c83cd", + "id": "05d65e0d", "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 32e08df0..9799f8a4 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "6050fd67", + "id": "fe6025e5", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "112e123b", + "id": "4e4f30fb", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "16934070", + "id": "6f4e653b", "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 25399501..89dbda4c 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "dd900b54", + "id": "0749bb4f", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "eb24803f", + "id": "5080e1f3", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "97e465b5", + "id": "bf82a27c", "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 f375247a..63cfe7f5 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "2a05a300", + "id": "e09695df", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1857530d", + "id": "5d03f4ce", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "cf8a3ea3", + "id": "3e5d3176", "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 662beef6..dbc69084 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "a7f0ec88", + "id": "d4b9348e", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "2085f43c", + "id": "1d957bf5", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "029a3ad6", + "id": "4ce15530", "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 c130d50c..da0e14af 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "f78be98d", + "id": "c2a51b63", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "fc4fcc6e", + "id": "10037754", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "be11535a", + "id": "33065d29", "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 1030b5ae..a7db772a 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "83d2326d", + "id": "68b4b0d3", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ca36a960", + "id": "1ab7f599", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "7a3e3531", + "id": "d97c177f", "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 a8df7d78..0a372fd0 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "7206387b", + "id": "c8219559", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "87decad3", + "id": "b87f3a50", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "bc84cb3d", + "id": "83aaf1f3", "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 87cb5080..1ec130d9 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "1b163501", + "id": "b854b794", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "6f45d153", + "id": "47062066", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0b06ed7c", + "id": "49507100", "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 295ea841..db84bb71 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "66c4c6d0", + "id": "dd84dd07", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c423984d", + "id": "6ba2c7f7", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "10d05b5a", + "id": "aca27f1d", "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 f3d23447..f4b03ef3 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "f9c3308d", + "id": "e2f8bc2a", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d3d9a707", + "id": "680988ff", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f920afe2", + "id": "3f3a766e", "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 d902a4b5..922811f5 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "46c40632", + "id": "a357a8dd", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d874a2c2", + "id": "a4e2f1f7", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a64439a4", + "id": "d056aeaa", "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 ef75a84f..4db34894 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "2e4089ad", + "id": "add1bc29", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a21e776b", + "id": "e0a99a10", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b725ee35", + "id": "f81b309a", "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 de2a917c..f00a7e39 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "9fe35560", + "id": "6ce6a6dd", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "960b6ec2", + "id": "5975d1c9", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "be780080", + "id": "187fb763", "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 40f62f07..474962e9 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "d6df4824", + "id": "3b36e058", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "985cb07d", + "id": "eee7e850", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "de8cb9d3", + "id": "8689d2ee", "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 679b474c..d8e5dc89 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "9825a3be", + "id": "bc09f566", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c544a004", + "id": "77c048a6", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "36f2faad", + "id": "44402b6b", "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 daa93af4..3f869aa0 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "b96a1a33", + "id": "dd4448a7", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5dfbe9b9", + "id": "dfc49826", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "40fe2143", + "id": "6363602c", "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 b9ed08cb..f99af8bf 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "616ac130", + "id": "86326fb8", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f27b6c0c", + "id": "4f28ff74", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f6bd06a0", + "id": "490fb670", "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 59a20efd..d2091520 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "de4094d1", + "id": "d5d654c3", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4582a2d8", + "id": "67a8f6ba", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "33ae325a", + "id": "97f4d55c", "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 fc62f867..77ba174a 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "da0284d0", + "id": "1295b2ab", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "08c6b8a6", + "id": "db808730", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b5b97e4e", + "id": "16279c3a", "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 12fdb7b1..3183faf4 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "04a77ad3", + "id": "6f194f5a", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "bac179de", + "id": "ee3bc8b4", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "7bfc6f55", + "id": "0e8e415b", "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 cd049777..26b9113f 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "775ef956", + "id": "f9a48480", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "66d6b588", + "id": "c0730108", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "6b7e27cc", + "id": "50a3d1fc", "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 3fd60e07..19d405e6 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "0bd95acd", + "id": "0ca822e5", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "2badb940", + "id": "92381846", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e7200659", + "id": "a4f61fcd", "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 1106e907..37d03b51 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "1aa87cae", + "id": "ac6180d8", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "6ed54413", + "id": "d0de4baa", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "692da4dc", + "id": "0c8d2c08", "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 302d9938..d4868354 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "6970b75d", + "id": "3f70467a", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "753b5df4", + "id": "2c362ab3", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4b056c14", + "id": "8edf8411", "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 e9b16f36..3b9762fe 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "d6f2c8dd", + "id": "cf1b907d", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f7c83920", + "id": "7e5fcd39", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0c12e947", + "id": "1753a9dc", "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 d519fb98..3d8c7e11 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "c1f6db27", + "id": "3e6176e9", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e0e3aaf5", + "id": "17aabf96", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "3a0f0388", + "id": "88bf21af", "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 10d6a895..c8102a9d 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "7bb1fedd", + "id": "7de094aa", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "daa8ecf0", + "id": "a5f2bbb8", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ac65e235", + "id": "c9384c20", "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 18077cb9..82b27087 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "2462d081", + "id": "3c5684d4", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0619fda6", + "id": "5e73602a", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "41d2d96b", + "id": "5b92304f", "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 947f1838..6c01c4c0 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "62dbdce9", + "id": "d509cc9d", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b84a0030", + "id": "3e64d57c", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "30399e7e", + "id": "dc92e5fe", "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 a375bb8b..dd605ec3 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "c5b68548", + "id": "6fc1edaf", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "9ffbde4e", + "id": "aad987e1", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "45c03856", + "id": "3ce74dbf", "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 0f31a35e..bffffe62 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "d1d137be", + "id": "47a4ba22", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a16156b8", + "id": "2570bdf3", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "dd9818a0", + "id": "9d4e5634", "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 60f60ddc..a48c6559 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "94e4d614", + "id": "8c59ad23", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "109ccf0c", + "id": "5d6cd215", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "77a31b6c", + "id": "498a30c2", "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 c3e9abd6..a5225c98 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "f60d8a42", + "id": "fe7f845f", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d19c01e2", + "id": "d0bf969a", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "45cc4c27", + "id": "233fa577", "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 70fc466d..d4a5c786 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "d872e38a", + "id": "771279de", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "aca0647a", + "id": "a0d8c2fe", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c61cce11", + "id": "e1a2d021", "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 986144fb..44a2b8b3 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "8ddb2288", + "id": "42df4fac", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "9b88d60f", + "id": "76f8235b", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1543d9ed", + "id": "1923e982", "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 d03b834b..22afc9dd 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "d68e876e", + "id": "747a8279", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1b395503", + "id": "075ebc0c", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "3725be64", + "id": "79f8cf19", "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 aa2afb27..45d4be11 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "26db6c86", + "id": "18fb9bec", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "71211020", + "id": "1d686f50", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "7415fa07", + "id": "5d65abdf", "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 82a40617..be7e7cb7 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "1aaa3343", + "id": "98a41876", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "de1300a4", + "id": "1b7cc7e1", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c1121652", + "id": "19ae1ec4", "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 a411bb90..70c0848d 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "a6b86eae", + "id": "83a72d2a", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "40c7b797", + "id": "9668381f", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "74ad10f4", + "id": "da7e37b2", "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 db040b1f..620b50ec 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "a5fc6b5a", + "id": "d76fc3b6", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d8f7ffeb", + "id": "cbe95119", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "3eca7f22", + "id": "52911753", "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 9b167250..0f4c285f 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "bdfa6f3a", + "id": "7421f6a1", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "facf4465", + "id": "c1bb7239", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "de73c9d0", + "id": "925c2ade", "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 011d1ea4..99e1dd7d 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "a5c60b66", + "id": "c2186091", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "13dcdd25", + "id": "269a08d6", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "07ab0eaf", + "id": "a1498d6a", "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 718380eb..32b999cc 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "4d47c485", + "id": "50dd0ec3", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "3e928323", + "id": "35a63d1e", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "756e8248", + "id": "947bda64", "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 7b36f604..e7365cbb 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "3daced55", + "id": "8792ea28", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d54027a7", + "id": "19b94a1d", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "35009923", + "id": "410e65fd", "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 bdde1dcf..792ead1f 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "dfcdb9a0", + "id": "24c8ad59", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b30761fa", + "id": "cccabf9a", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "119ea94b", + "id": "4f3d6c2c", "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 d2103ee8..c8534d66 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "35ce43db", + "id": "1a7cc631", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4e818555", + "id": "a976d632", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "fc33f814", + "id": "f3797da2", "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 be611147..4951be96 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "326c85b2", + "id": "c541a56a", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c9f2fea6", + "id": "2001a0f6", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0fc58666", + "id": "786fe452", "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 d794044a..757090e4 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "12ae6295", + "id": "74b20cc3", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5c0d8cb1", + "id": "eddf8777", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "101b0645", + "id": "6f2ddf57", "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 9923476e..e58eb150 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "b32d51de", + "id": "ae86041a", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "175f8d6b", + "id": "78fbecf1", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0ff2132a", + "id": "e7de7cbb", "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 36b9e06e..d7899482 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "64cb2883", + "id": "fc294472", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b84c7155", + "id": "3a0c411d", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "8cf636ac", + "id": "8564bf23", "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 1965022a..71b08154 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "feec70ae", + "id": "cf73e692", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4d76dab8", + "id": "47ee2cb6", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f6625085", + "id": "d9529c63", "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 d641a236..4be72cf1 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "8916bfa2", + "id": "7fe15bb4", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a2496b2a", + "id": "22318cf2", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0beac96e", + "id": "46c89216", "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 46269d57..995d4b57 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "676203e8", + "id": "0ef1c565", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "3d6ea0ca", + "id": "4febbd21", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a7a73d2a", + "id": "b5558f72", "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 5d8f204f..1a35b550 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "83b06def", + "id": "f4daa3c1", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "6c5d2cd8", + "id": "6794241e", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4275245d", + "id": "628bf944", "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 bdae0afe..52a90054 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "61720706", + "id": "c5972f15", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "6803517d", + "id": "0664b4c8", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "83114ded", + "id": "f0f2f127", "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 9e13ecaf..69011aef 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "63942177", + "id": "f5b5d19f", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "9653b66e", + "id": "c78e43d2", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "3f3d33dd", + "id": "028bb017", "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 b87f55d4..495aa41c 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "60b1e988", + "id": "74efae09", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4093c0b1", + "id": "772acc17", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c896e0b6", + "id": "c36a4ae1", "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 c0af701e..e7b92f78 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "d728df12", + "id": "2fecd76e", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "9ebc0948", + "id": "59c1b2c4", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e95155c3", + "id": "fb40fc24", "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 c4d9dbe7..ee061550 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "8cbf229f", + "id": "5da27f0b", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d2b594b9", + "id": "4f4dd14c", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "bb5fbb78", + "id": "36aa3a77", "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 482334e4..9de9c3ea 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "f91fe19c", + "id": "1e74525b", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "3c9c9c08", + "id": "d874f093", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5bba4de0", + "id": "3b910b7e", "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 2a8b284c..5e2dc428 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "482e7aa5", + "id": "f4cbf91b", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "408d0cb1", + "id": "9481828d", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c865ce10", + "id": "64931a6b", "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 cf502215..6f5e69cd 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "6c7419b8", + "id": "3bb11100", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "48c66d09", + "id": "8a5d9901", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ad8755c3", + "id": "8b81e4b4", "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 a65176ed..f5c61bcf 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "5f22440f", + "id": "ff144aab", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "bd777ac7", + "id": "12d2719c", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "9ce4feee", + "id": "d35d4dd2", "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 10686a75..9d637e85 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "840a627d", + "id": "afda3be9", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "441a8237", + "id": "4599251a", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "82b7a128", + "id": "beacfc5e", "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 892de12b..9a571528 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "18fc244c", + "id": "1d61b049", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "9532bc2e", + "id": "26d9abc9", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d86c28f3", + "id": "297ef13f", "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 d9b85aa3..d7c6b597 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "5b5d34f8", + "id": "700de161", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "2341b195", + "id": "83094c1a", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "dda9663b", + "id": "317e66b4", "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 6d8c3fca..163b8a80 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "b162e0b4", + "id": "74cd6aea", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "550ce0aa", + "id": "54869e8c", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "228f0666", + "id": "844a295d", "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 8547b7a7..ed76205a 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "296bd728", + "id": "9836e9dc", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4ae92af7", + "id": "062be324", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "eda3369b", + "id": "3a69d3d6", "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 d1a30fda..8cf1dccd 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "854323df", + "id": "352382d0", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "db8441fb", + "id": "92e7693d", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "33f68ce9", + "id": "2f7b9d06", "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 053c7253..0fdf43c8 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "65ef1bf9", + "id": "ef504c03", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "69c7d3ce", + "id": "c54728eb", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "99545f10", + "id": "538f84dc", "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 e0574017..3321de56 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "70d96228", + "id": "74cb1779", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "fa11eeaa", + "id": "051445a4", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "fb155ff0", + "id": "73a06ba8", "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 fca8ce84..99233848 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "068f5814", + "id": "46ec6788", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e7f07fa1", + "id": "ee4cdc55", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "7456e537", + "id": "b87ed750", "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 2aea8ede..7d34dadc 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "b4da2f4e", + "id": "f2d3c374", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "744a688a", + "id": "d49c1ea2", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "32f8e1aa", + "id": "5a180502", "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 170a8739..1fb05c72 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "44e65665", + "id": "0dfae19d", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b4f05a59", + "id": "5fd434b3", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "2bba1b04", + "id": "a1a483dd", "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 a7047f70..24cc4c7d 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "c7f05485", + "id": "0b01a27d", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b8450fa0", + "id": "5f8601ab", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "01a7d9eb", + "id": "fd911fb8", "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 ab636ed8..df6577e3 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "abc9acaf", + "id": "662e7622", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "43499e3f", + "id": "792e771a", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "54a6d8f9", + "id": "345428ba", "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 62bbf45e..4b713653 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "12e3782f", + "id": "203616c0", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "afc2d2c3", + "id": "7898a77e", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d07fc398", + "id": "c38772c6", "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 0cfb5a1f..6d9f6ee4 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "01b7fddf", + "id": "21c13bce", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "52be21d7", + "id": "f1850774", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d1421df8", + "id": "45881484", "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 fa2d6c71..fe1d0c29 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "391f9d72", + "id": "dffefd95", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "75dacc0b", + "id": "23ce5dc1", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "748dba04", + "id": "49c00b50", "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 44ca623e..024ef2a6 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "d926e2be", + "id": "f71e97b6", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1bf9fec6", + "id": "2b17f3de", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ff94ad91", + "id": "cf98ffa5", "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 dd625bc1..2642e321 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "cb1bc3e2", + "id": "51fc8073", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "bd56014e", + "id": "42848b1a", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "79235531", + "id": "bd0aeea3", "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 fbc03e60..b89f3131 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "a9d98bb9", + "id": "dc9c8cdd", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "68ee89bb", + "id": "0504640c", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "8b2c897a", + "id": "56a6d796", "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 0b910d8b..a6b1b910 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "3010585d", + "id": "37a3a9cc", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a4f38e83", + "id": "79ffcac6", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4194b848", + "id": "796690ce", "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 1dcdcfcb..b09f227e 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "35d3a5cd", + "id": "9de9c8f5", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "bec84a92", + "id": "45d6368c", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "3ca5968e", + "id": "04ddedc6", "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 c4511286..cb56212e 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "327e18ad", + "id": "7a0f9441", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f7b862ea", + "id": "cd0a2a27", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4393af8a", + "id": "036896fb", "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 4f537833..b95176c9 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "0233ba10", + "id": "3414e1d9", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1178a929", + "id": "6bdfe683", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "6483cf0f", + "id": "5ba07cd8", "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 8a963a3a..dd02942a 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "45874118", + "id": "f68d76ae", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "33f2d3f7", + "id": "812a233c", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f682f2a7", + "id": "b6e872c5", "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 a62464f7..e54c2439 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "26116226", + "id": "2e67bc84", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ef3c1f13", + "id": "5dc1d8fe", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5329b3a6", + "id": "82a5deff", "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 0aeefb1d..564adac9 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "db51da80", + "id": "380364da", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f2060aef", + "id": "0531c05a", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1675c490", + "id": "0c7215a3", "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 9da05db2..be92ed01 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "788e846c", + "id": "ea8ce55b", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "80da7c78", + "id": "4225adc1", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ff0ad674", + "id": "5a16161b", "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 88a116ca..34853a8a 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "5394aa82", + "id": "c2739475", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "71276d12", + "id": "2b003cf9", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "cce13a9c", + "id": "f232b088", "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 10d6657d..e3caf519 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "d8a00db5", + "id": "e0f370fe", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "7523c457", + "id": "9e77e76d", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "cc1d3a00", + "id": "071525d3", "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 f275c125..a90b3892 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "3dc0af97", + "id": "15c72ddb", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "fa94c9d8", + "id": "a1df3d28", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "edff4b69", + "id": "04eda63a", "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 adf5b5b1..7eb03865 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "600c9977", + "id": "3a02b72c", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "6a69f8db", + "id": "f16c0a3c", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "059edb3c", + "id": "fd0a9510", "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 afa4db32..45ea568b 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "2bd00ab9", + "id": "cc3e5ffb", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "30a738ba", + "id": "bd09291e", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0634062b", + "id": "9d4cebe4", "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 b7b02de1..d7c60e22 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "989f4236", + "id": "e0af9bba", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "adb81b04", + "id": "9f2d3780", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "6c663b82", + "id": "af490c4e", "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 ebf0871a..ccba4874 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "c3e81a60", + "id": "c47bfddb", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "771fcd3c", + "id": "a2a850a7", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "39e5cb4f", + "id": "4a2390a9", "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 981f27dc..a2490e18 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "d604a0bb", + "id": "77d610f2", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "174844a4", + "id": "54c226cc", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1b440ed4", + "id": "4eaff11b", "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 09b85b56..bf0122e4 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "13957913", + "id": "ad444e5e", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "98fcad81", + "id": "8eac66fd", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ed69a633", + "id": "6b8a6e61", "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 8cd184ba..910eeafd 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "87acf1ee", + "id": "6f6189e4", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "bad47474", + "id": "44f424e8", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "137462a5", + "id": "431ec0f4", "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 96046d5a..e8ef0903 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "0300951f", + "id": "11051f56", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4ae06948", + "id": "c8b69a7f", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "be11003e", + "id": "fed107f5", "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 b23e1d9c..2b0d719f 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "a9b08448", + "id": "ab365402", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "73123106", + "id": "868dcbb2", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b7a69eb6", + "id": "753aa8c6", "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 42434245..cee2a581 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "47585247", + "id": "23620803", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "05c8aee3", + "id": "d4831160", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e5e40e77", + "id": "20cb79e8", "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 bf932404..566fc696 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "0d816f06", + "id": "65434e49", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "9875e267", + "id": "eec7e17b", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "9f87e946", + "id": "ac43cc21", "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 58f7ce6b..048466ec 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "c42bca27", + "id": "f4d3c325", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "95b9e4a6", + "id": "26f84cd2", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "9eb78e0c", + "id": "db6b0f7a", "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 e64b819c..e280360c 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "e315b4ef", + "id": "3b19dd26", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b2455d0d", + "id": "ea0dcf70", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e5b36cbd", + "id": "046fe5ff", "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 b470700a..11ec4022 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "ae64b97e", + "id": "095ba0ea", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "abcbab2b", + "id": "ff46d89e", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a94021db", + "id": "796e9b7b", "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 de69ef03..b1656db8 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "f6f274e0", + "id": "75d27d06", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "347d4cbc", + "id": "fd76353d", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "67114b0e", + "id": "74864d7f", "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 84d8fa6d..64742a1f 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "5cb1e921", + "id": "bc2897c7", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4d6a1a1c", + "id": "8a7d753b", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ce42ebba", + "id": "9a6d73cf", "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 98eb2a43..aea99724 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "57e670a7", + "id": "600cb5ac", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b4059d03", + "id": "3c5c3c33", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "66a17073", + "id": "34067a7b", "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 04d376c9..6c904a5b 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "570353ce", + "id": "7c71058c", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "98f81f49", + "id": "dae2b4cc", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "47cea410", + "id": "e01c7d82", "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 2c521fad..070b9274 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "e8110c4e", + "id": "d14c4524", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c8cb0b8e", + "id": "9a71dcf9", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "dfe0d040", + "id": "3fd14d69", "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 723bca34..ecc7b9a7 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "c435e522", + "id": "97dd9a6c", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "7068eb2f", + "id": "29cd3657", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "9e238cfc", + "id": "f6843ed1", "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 6240cc42..b1689ef6 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "08696c87", + "id": "99ec323f", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e13a5012", + "id": "6439d79a", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "920eaff2", + "id": "56d94b84", "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 d1dad59c..154b668b 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "7c85d96d", + "id": "e8cabb70", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "76023bcd", + "id": "1505d288", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "9d79021d", + "id": "c006db2c", "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 296a9528..6c01313a 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "c310e3e1", + "id": "49266d05", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "8eaf0100", + "id": "d401567e", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1099b681", + "id": "2cefa76a", "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 36812e02..f6794578 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "b70d34a7", + "id": "ae80c305", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0c184ccc", + "id": "c464a198", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "60e40cab", + "id": "41dc3898", "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 a1aeec20..d58c728a 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "b628a978", + "id": "73217c8d", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "aa881488", + "id": "854fa799", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "7bed19d3", + "id": "8ba4e760", "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 90bc079b..297d4dc5 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "67bdd875", + "id": "f6438653", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0dce612c", + "id": "3d16b343", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "fd6ee9a5", + "id": "66c0fe28", "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 7a563eda..6ee1c5c8 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "9d2d682e", + "id": "e8d8fda9", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0156e89a", + "id": "133ab699", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "2077ea9c", + "id": "ca2442aa", "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 29c5e716..77d1922b 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "b76ead88", + "id": "30fdf7d3", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e6d4cc28", + "id": "f3c8434d", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "25ce7208", + "id": "fd32bf15", "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 c551555e..53b55ef0 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "4da40591", + "id": "3340c350", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "6569c6cd", + "id": "403cca7a", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "996651b9", + "id": "336319b4", "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 bb2bfca9..29846441 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "068602c9", + "id": "48b0b376", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "893bb340", + "id": "b8fe2a33", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c7189a11", + "id": "903f677c", "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 0a4f8be3..dbfbe5ea 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "0f471d16", + "id": "761c9264", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ff460ea3", + "id": "2abc4ea3", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "3c678a4e", + "id": "5388709f", "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 924731b9..90034df6 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "0349652b", + "id": "b6b82cc4", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d1556ca4", + "id": "5cdb7bd2", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d4ac9555", + "id": "6322757a", "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 131ed1ba..3315b8e4 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "891e5c8c", + "id": "6fefad31", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "65f7b10b", + "id": "f80439b3", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "12b540df", + "id": "155589bf", "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 1ddd0c26..a105be76 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "5cb43bc8", + "id": "b146e78d", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "7eb8e644", + "id": "b7bb4395", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c0dedb34", + "id": "69462f93", "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 05f22f5b..f3e04939 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "998d4909", + "id": "264567e8", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "844e8713", + "id": "8381dd61", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "8581f6df", + "id": "a8a814cd", "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 6d2ef876..8d7f8056 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "dea31dcd", + "id": "ce623fa5", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "6bd6d08d", + "id": "2c6e64d0", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0d693a16", + "id": "3ef5e19e", "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 7b8018f2..fa512a72 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "cb928d28", + "id": "8ec9ad67", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "bbf0cef7", + "id": "56c38d02", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "27a50bba", + "id": "b303a8e2", "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 7562a59b..769ba159 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "f9ae7293", + "id": "21a6985c", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "22ba0474", + "id": "98398b48", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "2fbcb479", + "id": "a6d7198c", "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 11ac600b..ede98959 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "533c8e7e", + "id": "550724b4", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "44d9ddfa", + "id": "b20fbd3a", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b80663b2", + "id": "d8e8ab81", "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 ffaf5d20..c103d092 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "944c55fe", + "id": "84330730", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ffa9e6e6", + "id": "9bd75094", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "890dd7d6", + "id": "54435c19", "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 9a3bc1c7..214370e9 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "dac69dbf", + "id": "29cfc3bf", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "dfda3f77", + "id": "72db7553", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "42712c33", + "id": "3be2fbeb", "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 028b67e4..381b8ba3 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "3fb04101", + "id": "752982a5", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e7c53750", + "id": "aa47e08f", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "2bd340c9", + "id": "c652875a", "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 9531bcf3..6b2272d7 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "598ca63a", + "id": "752fb088", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "65568ffe", + "id": "55b5bf0e", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "82a2c301", + "id": "73a7001b", "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 3eb65408..438cd03f 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "dcc19954", + "id": "a6c774e2", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b69169a8", + "id": "2fc4e9cc", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ad1ab17d", + "id": "24cc15ee", "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 b20b9c50..82a41d82 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "9877541d", + "id": "87ae55ae", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5235e8b8", + "id": "5c8c7a9c", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "724eb6bf", + "id": "a2797559", "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 712254bb..ca918e7a 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "158cbb3b", + "id": "6c56dffb", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "551af08a", + "id": "e5d5562e", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "7bbac95a", + "id": "ce35cee3", "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 b07a3c26..b0903fa7 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "af6c8ef9", + "id": "e57cd185", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c3b3e947", + "id": "c5eb8700", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "6a7d7ea2", + "id": "65dc0e05", "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 933d8e10..b13f5e4f 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "d9f1ce9a", + "id": "ec1944d0", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d96cfc92", + "id": "c1807e44", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d1f383ca", + "id": "7bc7fca2", "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 95c00a09..38170d1d 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "dbcdbeab", + "id": "34733e7b", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "44cbe7c6", + "id": "3f711870", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e3590c90", + "id": "49ccf533", "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 1ab50daa..1ef532f5 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "7ce3c066", + "id": "45c50fea", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "255bf5bd", + "id": "79491bdd", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d1e4bda8", + "id": "2dd8f575", "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 1f00e318..b529443b 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "41e1f864", + "id": "fa8ee54b", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "dfac55aa", + "id": "8df2317a", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "49dc9939", + "id": "f0829a49", "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 6f9cedb7..7232bce3 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "61c77541", + "id": "9b710c07", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ec768b64", + "id": "d033cb55", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e7030b35", + "id": "213e732b", "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 4ed6c824..178f818a 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "5dbbd24d", + "id": "cd32c5de", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "357ccbf9", + "id": "721e9c23", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "40f699c0", + "id": "89fa475c", "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 49c53bcd..5336312b 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "d6a39288", + "id": "8a8835f7", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "3ef6c32e", + "id": "d07eab83", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c0b7018d", + "id": "ac720356", "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 a7f693e9..6d8d3045 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "64e16158", + "id": "8d609d61", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "31617b02", + "id": "cad4b3b3", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1daa293d", + "id": "a466877f", "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 559ec2ba..d9877170 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "60a879cd", + "id": "ca4c4697", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e702e7a3", + "id": "ec08165d", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1f254bd6", + "id": "8e50df72", "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 45040a17..ea27d55b 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "0373c5b4", + "id": "4ed8c76d", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f12657f6", + "id": "e1c77286", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "10f5f2be", + "id": "8f5ccf3e", "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 975f0e29..5e497172 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "6cc54f45", + "id": "4cce95b6", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "af32c137", + "id": "d19480e5", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5206dfcd", + "id": "84e42275", "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 b075c5a1..a6a3ea83 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "14479ed9", + "id": "56fe39d2", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "eb51e1da", + "id": "5d30683c", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "62f54e30", + "id": "134dd4f2", "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 13e2640a..87e96807 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "24cd6027", + "id": "1ced10b4", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "49b290cb", + "id": "25b7e6a9", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "bd8ff7bc", + "id": "4cc96038", "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 07232bb9..86c77edb 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "11587641", + "id": "eb5d3da1", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a1838fca", + "id": "9ecbb1f2", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "fecf259f", + "id": "5301000e", "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 6ad5235d..81c3b11c 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "8e437d11", + "id": "5e48e31a", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d023f388", + "id": "03024203", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "72773e10", + "id": "fe82da3c", "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 90f43a27..37f2b6ec 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "a03f5c32", + "id": "95170fd0", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d2748d1e", + "id": "11970b14", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "238fcb7d", + "id": "ac07a214", "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 f120f009..adf0fbde 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "94b4fbe5", + "id": "b0bce99f", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "59030df6", + "id": "8d39d64f", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "37830dc6", + "id": "a4ee6ece", "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 4d701b5d..38a03aff 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "2e2646fb", + "id": "22e317f0", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f571015e", + "id": "f0e37b14", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1b96d4f9", + "id": "960a9a46", "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 a7c915da..50019fa6 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "29909a17", + "id": "f4347611", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5f3bd047", + "id": "ab1e3836", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e97d6dc7", + "id": "b37bb143", "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 386f6169..b30b06f9 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "5cb823d2", + "id": "e30700c4", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a545691f", + "id": "8f2326bf", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "febd2a01", + "id": "11747a00", "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 bc5d0be7..4204f8e5 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "7c88b8d0", + "id": "47ad8f2f", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0b08a77b", + "id": "28a1a029", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "87cade18", + "id": "3e8936d3", "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 9133e0f2..452ecc7f 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "e7fa2fd7", + "id": "cd7f935c", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5cc2c872", + "id": "464b8db9", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e65a670e", + "id": "4e81b619", "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 3fcfd8b5..f7f699d1 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "c169adc8", + "id": "6ebc6dc0", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "72942122", + "id": "033d0101", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "99c5929c", + "id": "8c2c10e7", "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 1dab4651..df492c8d 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "fd6446f6", + "id": "d741c0e4", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0dd3f006", + "id": "04d6a712", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "baeb8819", + "id": "9ac07c08", "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 076e6ac6..eedb25aa 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "4b3f6e8f", + "id": "656f1072", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4dc3ba60", + "id": "fcb00776", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "42929bb2", + "id": "b33daf3f", "metadata": {}, "outputs": [], "source": [ @@ -59,7 +59,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 f2238612..5faccb59 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "718dbc1e", + "id": "7f52e1a2", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "6051dfe1", + "id": "60f669c5", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b7146cb1", + "id": "e4e73973", "metadata": {}, "outputs": [], "source": [ @@ -59,7 +59,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 495b97b1..a4e4b6fa 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "7d630ec8", + "id": "91e83649", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "fb5d96ca", + "id": "e72b8e96", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "eddc41bf", + "id": "73a1e840", "metadata": {}, "outputs": [], "source": [ @@ -63,7 +63,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 405c6b48..0bf550f7 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "e995d559", + "id": "f61b1ba8", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c12bdd27", + "id": "1bf3d685", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e2b6890b", + "id": "4fd3f37e", "metadata": {}, "outputs": [], "source": [ @@ -63,7 +63,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 b8ecd780..a1d4b89e 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "8c55de57", + "id": "a373d09f", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "be8ead50", + "id": "39ebded9", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "955ed08e", + "id": "5a212849", "metadata": {}, "outputs": [], "source": [ @@ -66,7 +66,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 c7496d00..dd5d1df0 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "f7080c1e", + "id": "73be7b83", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "34efb07d", + "id": "128cc246", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "592b7a90", + "id": "7f3ff1dd", "metadata": {}, "outputs": [], "source": [ @@ -66,7 +66,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 756db031..c947d03c 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "3eb78db9", + "id": "d59456e1", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "8bea0f8f", + "id": "1ec5bc40", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "339a503a", + "id": "c2810636", "metadata": {}, "outputs": [], "source": [ @@ -70,7 +70,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 28b5caf3..8c386fdc 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "7ae4dc6a", + "id": "43d18839", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ea2e8cd8", + "id": "0bb0621d", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "fa4c090d", + "id": "221af001", "metadata": {}, "outputs": [], "source": [ @@ -70,7 +70,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 8fde373f..14a15c70 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "3aba0134", + "id": "e1ea2e33", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d02dbb74", + "id": "02ecfcff", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "fb658367", + "id": "99e6186c", "metadata": {}, "outputs": [], "source": [ @@ -59,7 +59,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 b57f4eac..9f8e5689 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "e25bb99c", + "id": "fcb6213c", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e80ac178", + "id": "96a77cd7", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "9aa2c54c", + "id": "787b9ea6", "metadata": {}, "outputs": [], "source": [ @@ -59,7 +59,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 23e4ef6a..ad546f04 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "380aeb1e", + "id": "0f866f41", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b97fa28b", + "id": "58a68a12", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c06653d4", + "id": "a9720e53", "metadata": {}, "outputs": [], "source": [ @@ -63,7 +63,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 4325f0e5..08471e51 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "179f2797", + "id": "841dac3e", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "31488f76", + "id": "4cc274c8", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1fcdd863", + "id": "7a5942ac", "metadata": {}, "outputs": [], "source": [ @@ -63,7 +63,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 a0811ae4..4406f7c2 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "76c18664", + "id": "8d96b7f0", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1811c815", + "id": "b469f44c", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "9d4b279c", + "id": "9eb86e4b", "metadata": {}, "outputs": [], "source": [ @@ -66,7 +66,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 bd549416..6fa478ca 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "06562c6c", + "id": "371ef085", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f09ae211", + "id": "9dd41fb6", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f25fb953", + "id": "0a12efea", "metadata": {}, "outputs": [], "source": [ @@ -66,7 +66,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 7f02dd95..40c0b1e0 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "11186098", + "id": "fe234a83", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "3c8ec81a", + "id": "30f1de8f", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "98413d4c", + "id": "4c9c7d7c", "metadata": {}, "outputs": [], "source": [ @@ -70,7 +70,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 129a58ea..22175ddb 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "651f427a", + "id": "30cbbe04", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "9d106285", + "id": "a5d162ea", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "3046df13", + "id": "e15c71aa", "metadata": {}, "outputs": [], "source": [ @@ -70,7 +70,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 11463973..109c35be 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "ab1a5c14", + "id": "4c8bfc39", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "bff83dfc", + "id": "9903d8df", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "7223d74b", + "id": "c1adc079", "metadata": {}, "outputs": [], "source": [ @@ -59,7 +59,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 df6e7442..5d35551d 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "c09d9395", + "id": "a45cde32", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "68aef8d2", + "id": "f30adc40", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "6aa21911", + "id": "060b60c3", "metadata": {}, "outputs": [], "source": [ @@ -59,7 +59,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 e3011946..acd85600 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "d3b90e2c", + "id": "e90e138e", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "dbdcfe81", + "id": "9e12876e", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "233df030", + "id": "f8c0c28b", "metadata": {}, "outputs": [], "source": [ @@ -63,7 +63,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 e0dbbfdb..c096bfcd 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "e1fb805c", + "id": "9386a2a1", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "edce46e3", + "id": "30cebc6a", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "9102206e", + "id": "bfd1a6dd", "metadata": {}, "outputs": [], "source": [ @@ -63,7 +63,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 6be54ff8..ecc44bdf 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "f0b839a6", + "id": "1c4c63bf", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "46069d3b", + "id": "39c7790a", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c5769794", + "id": "94a55ebd", "metadata": {}, "outputs": [], "source": [ @@ -66,7 +66,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 433fd03a..11ad06f3 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "b78b6410", + "id": "8cfdf7fb", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "8c827b03", + "id": "c41974b0", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "6be33ff6", + "id": "9a2ef2b5", "metadata": {}, "outputs": [], "source": [ @@ -66,7 +66,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 b0cd5dee..15e6c35c 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "bbd837e7", + "id": "a88436bb", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "42bcd51e", + "id": "575223e2", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "eccf0c07", + "id": "60d8b4d0", "metadata": {}, "outputs": [], "source": [ @@ -70,7 +70,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 79ab3e5e..0a47dd73 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "00b396a5", + "id": "0a0920f4", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "79dfe306", + "id": "9fb9b05f", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5967823b", + "id": "4bbea43b", "metadata": {}, "outputs": [], "source": [ @@ -70,7 +70,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 b69e9462..62dbac97 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "8244110a", + "id": "c729d664", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "7a5d58ca", + "id": "facf8bb0", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "2fa3c8f7", + "id": "85c9c7ad", "metadata": {}, "outputs": [], "source": [ @@ -59,7 +59,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 36b9b079..bfd497bb 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "7892c8e5", + "id": "992af99d", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "479852dc", + "id": "e0fa3404", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "fdcf0a3d", + "id": "a115d940", "metadata": {}, "outputs": [], "source": [ @@ -59,7 +59,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 283a2a0f..9e8fcbde 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "0d20bfc5", + "id": "b94c2b48", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a5263b67", + "id": "8e1c9d6e", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "13906842", + "id": "502e1807", "metadata": {}, "outputs": [], "source": [ @@ -63,7 +63,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 28ea6d9a..37646182 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "892f1ee3", + "id": "b08669ad", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "53eac230", + "id": "abf21d9e", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "3b433b1c", + "id": "ab0d9096", "metadata": {}, "outputs": [], "source": [ @@ -63,7 +63,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 8fe0d8f6..530a5b02 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "651e7525", + "id": "c5528f3e", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "301492b7", + "id": "4df37e68", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "38e12024", + "id": "21343f31", "metadata": {}, "outputs": [], "source": [ @@ -66,7 +66,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 497c2c6b..46f72dfe 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "f5849d64", + "id": "cf2b4081", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5832db2f", + "id": "acd25267", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "6c323c23", + "id": "bc3a29d4", "metadata": {}, "outputs": [], "source": [ @@ -66,7 +66,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 a237af1e..d94d5ae3 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "afe711f4", + "id": "c5fd3837", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "41434255", + "id": "41e1b758", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "473865a9", + "id": "3abeb6c6", "metadata": {}, "outputs": [], "source": [ @@ -70,7 +70,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 7d339763..6d5c6af7 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "1e07bf4e", + "id": "9c33fa4f", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "26478f48", + "id": "b520d1c7", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b6fa1544", + "id": "59bf02b6", "metadata": {}, "outputs": [], "source": [ @@ -70,7 +70,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 b8662dfc..70ffd470 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "227b100b", + "id": "adaf6e31", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0fe0ab9d", + "id": "43d28377", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f0b27f6a", + "id": "aa7b9d95", "metadata": {}, "outputs": [], "source": [ @@ -59,7 +59,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 32c9723e..fa07e818 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "40f729d8", + "id": "3e5cd6d1", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "dee44321", + "id": "3659f006", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "831a11b7", + "id": "b0c4df94", "metadata": {}, "outputs": [], "source": [ @@ -59,7 +59,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 bc6f008f..5d2464fb 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "6e80e485", + "id": "60a6beac", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0ec7ad94", + "id": "8cf69070", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "120b96eb", + "id": "226dcbba", "metadata": {}, "outputs": [], "source": [ @@ -63,7 +63,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 75fc34b9..b5cd22fc 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "ee98db6d", + "id": "e0ad2048", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1c842e6e", + "id": "729e945a", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "7fea5160", + "id": "42f0955c", "metadata": {}, "outputs": [], "source": [ @@ -63,7 +63,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 372dbe13..9c8e2842 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "f4766b3d", + "id": "a18d887d", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "6022d421", + "id": "5613bd4e", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ed03ea3c", + "id": "fcdc26f6", "metadata": {}, "outputs": [], "source": [ @@ -66,7 +66,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 ef2daa0e..1b536381 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "a031fafc", + "id": "d7942745", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "65c77b9c", + "id": "d73ae82a", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "cf3aa621", + "id": "4ec4bb07", "metadata": {}, "outputs": [], "source": [ @@ -66,7 +66,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 f6a483ee..bef044a3 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "d9198514", + "id": "9218eb72", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4f2d23bd", + "id": "02555c19", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "94c75138", + "id": "f9e06089", "metadata": {}, "outputs": [], "source": [ @@ -70,7 +70,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 c9617518..1c825fac 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "2c717957", + "id": "38a80ed7", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "220cc77d", + "id": "d7f224be", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "58d07577", + "id": "a5cd6f18", "metadata": {}, "outputs": [], "source": [ @@ -70,7 +70,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 78a540d2..bc2c69c0 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "069e38f1", + "id": "95830ddf", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f7825fae", + "id": "be76e318", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "478b1d9e", + "id": "4b29e1a2", "metadata": {}, "outputs": [], "source": [ @@ -59,7 +59,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 9e933d54..80f18658 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "f5fcb507", + "id": "f854d1dc", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "3b324aaa", + "id": "e506b69a", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1c4cdf9d", + "id": "955b56bf", "metadata": {}, "outputs": [], "source": [ @@ -59,7 +59,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 d54fcf0c..7aa10ca4 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "2a1dba63", + "id": "4e09722a", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e88b0e0a", + "id": "fa7fead5", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "75ae7c49", + "id": "33af6317", "metadata": {}, "outputs": [], "source": [ @@ -63,7 +63,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 5f87ac23..132b184d 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "83373871", + "id": "924ba593", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ccdf8cef", + "id": "346b8822", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e5c6cf87", + "id": "51dc6ce6", "metadata": {}, "outputs": [], "source": [ @@ -63,7 +63,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 d15fa043..c88de77f 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "64c1681f", + "id": "aeacaf5d", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "bbeaeb34", + "id": "3d5d324b", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "50cc4648", + "id": "88e648d9", "metadata": {}, "outputs": [], "source": [ @@ -66,7 +66,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 09129693..7d1859b0 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "5e3ddc90", + "id": "5d460835", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ac349f56", + "id": "7d874eba", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "407151df", + "id": "e036adbb", "metadata": {}, "outputs": [], "source": [ @@ -66,7 +66,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 987ea02c..e14e9069 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "97f81925", + "id": "537515cd", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1eb536ef", + "id": "ca031c3e", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "19708105", + "id": "87da6064", "metadata": {}, "outputs": [], "source": [ @@ -70,7 +70,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 d6810e57..45542e66 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "ce8fe3aa", + "id": "72ec38fa", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "7716636c", + "id": "5bcd9f0e", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c0a336df", + "id": "d3b55671", "metadata": {}, "outputs": [], "source": [ @@ -70,7 +70,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 4421fbb0..23f4eae0 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "d19bdff0", + "id": "6a5cd94f", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "edc48ccc", + "id": "13b3a6d7", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "50c2602f", + "id": "2b1a1304", "metadata": {}, "outputs": [], "source": [ @@ -59,7 +59,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 88333e4b..c30416ee 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "52f6f22c", + "id": "afc2a6fe", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5e7dcab9", + "id": "d787b5d3", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "2a4bfe55", + "id": "9fac59d6", "metadata": {}, "outputs": [], "source": [ @@ -59,7 +59,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 f0904cb3..ad36e438 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "6b085a0d", + "id": "2f4c43a6", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4ded30b8", + "id": "a5f87d60", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1459f716", + "id": "a5e5c9ed", "metadata": {}, "outputs": [], "source": [ @@ -63,7 +63,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 1ef51cb3..4d0eba76 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "eb1f8129", + "id": "e4e1874f", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "3064ae2e", + "id": "96869ad0", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4c2587e5", + "id": "b52f423e", "metadata": {}, "outputs": [], "source": [ @@ -63,7 +63,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 56f8fdf7..fe19e279 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "4795d778", + "id": "a2c1322c", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d846138e", + "id": "e5b37933", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f8031ff0", + "id": "5669e7ca", "metadata": {}, "outputs": [], "source": [ @@ -66,7 +66,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 a5535af3..2f1772c5 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "f8b35298", + "id": "ef0a65e3", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f70bd852", + "id": "a042a8bc", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "20252744", + "id": "9ea5cf2b", "metadata": {}, "outputs": [], "source": [ @@ -66,7 +66,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 43a9b1a5..234e1906 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "d2700d1b", + "id": "9ddd2f55", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d2b8537f", + "id": "2576002d", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a9b1aeac", + "id": "b3a4eab7", "metadata": {}, "outputs": [], "source": [ @@ -70,7 +70,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 4018752b..672155fd 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "5d4cc9d3", + "id": "608fc8f9", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f1b7ee4a", + "id": "b44b63da", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "cae45a98", + "id": "9ed48bec", "metadata": {}, "outputs": [], "source": [ @@ -70,7 +70,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 b7748acd..6d72fc74 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "594cc9f4", + "id": "f5827601", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5db16dcd", + "id": "68cbabec", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c6929bfb", + "id": "144bdf32", "metadata": {}, "outputs": [], "source": [ @@ -59,7 +59,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 5fdd5afe..30fa4d45 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "7975ca3d", + "id": "73ad6488", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f869f602", + "id": "625f7bc5", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "bb6858d2", + "id": "e20e2fca", "metadata": {}, "outputs": [], "source": [ @@ -59,7 +59,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 48c5d585..0e91cc7e 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "743f52ed", + "id": "18a4d7c5", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "feaeb608", + "id": "243503e4", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b15b543e", + "id": "188b3989", "metadata": {}, "outputs": [], "source": [ @@ -63,7 +63,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 24617b61..941be24c 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "11972be2", + "id": "088b33df", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "518b9e7f", + "id": "85362455", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c3a9d78b", + "id": "bc2626ff", "metadata": {}, "outputs": [], "source": [ @@ -63,7 +63,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 bd13da42..88cdf998 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "3a8c932a", + "id": "b8ed34c4", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "7f50cb10", + "id": "685b86ae", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f23bd124", + "id": "9150244e", "metadata": {}, "outputs": [], "source": [ @@ -66,7 +66,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 621144c7..98b38f43 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "52ec298e", + "id": "e4fcd980", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4cc1aa9d", + "id": "5e889c43", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "7939b82c", + "id": "b8a960c1", "metadata": {}, "outputs": [], "source": [ @@ -66,7 +66,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 012f8445..6bae7374 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "50f75454", + "id": "e63e6e9a", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b19e2f06", + "id": "26fcfad6", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "842cf44b", + "id": "c7022692", "metadata": {}, "outputs": [], "source": [ @@ -70,7 +70,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 09e14fdf..01d6714f 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "d0117393", + "id": "14dc4f19", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c35b199d", + "id": "200aa4ec", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ae9f1968", + "id": "26f4793a", "metadata": {}, "outputs": [], "source": [ @@ -70,7 +70,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 d34bc37c..f2e9809c 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "90e396d5", + "id": "8dc11ba9", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "700d126c", + "id": "99302155", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "586d068e", + "id": "f4fdb795", "metadata": {}, "outputs": [], "source": [ @@ -80,7 +80,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 5ebd33df..d96995d0 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "438df5fb", + "id": "f1bedbc1", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "36fe8460", + "id": "7b7f476a", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e48ea97e", + "id": "1655cb1a", "metadata": {}, "outputs": [], "source": [ @@ -80,7 +80,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 b7fbac2f..f7ca192f 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "0f342705", + "id": "60c95504", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d940e065", + "id": "4889d846", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "91aa5e41", + "id": "e45c937d", "metadata": {}, "outputs": [], "source": [ @@ -84,7 +84,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 6b4ee3a0..99910338 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "a52b6dcd", + "id": "578f5b8b", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "bf3f94e8", + "id": "e34dc16e", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0c122d8e", + "id": "4a3420ba", "metadata": {}, "outputs": [], "source": [ @@ -84,7 +84,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 ecefacd7..02bb1e1c 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "22aad172", + "id": "4c4f02f9", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1ae77563", + "id": "e0bee551", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "95ec04d6", + "id": "6b0a5dec", "metadata": {}, "outputs": [], "source": [ @@ -89,7 +89,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 1a3940a1..cef90daa 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "3781f0c8", + "id": "850f1d89", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "661563e6", + "id": "fb7890e1", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "05f61ff0", + "id": "25677af5", "metadata": {}, "outputs": [], "source": [ @@ -89,7 +89,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 c00d61cf..b571446b 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "1acaa045", + "id": "7ea0b9fb", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "2f78c2c0", + "id": "d23523f5", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d3d91c20", + "id": "ee964fde", "metadata": {}, "outputs": [], "source": [ @@ -95,7 +95,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 478b70d4..38e14930 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "9f64c7ec", + "id": "ed51206c", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ce74e3b5", + "id": "6fa6a81f", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "71111edb", + "id": "51f5fcba", "metadata": {}, "outputs": [], "source": [ @@ -95,7 +95,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 d0fbc264..43e103c7 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "9ba2ce5a", + "id": "e8bc56b9", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "fa13a13d", + "id": "2d67dfb0", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ac8b3140", + "id": "6e124989", "metadata": {}, "outputs": [], "source": [ @@ -80,7 +80,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 32611750..7e471897 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "629ae703", + "id": "059c6c10", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a60f2ec3", + "id": "8edc5ade", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a86a1f35", + "id": "4da773d6", "metadata": {}, "outputs": [], "source": [ @@ -80,7 +80,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 20a55154..bc047c64 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "068a020a", + "id": "9a25ddba", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "913e225b", + "id": "98a7cb41", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "75681f2f", + "id": "1b1679f0", "metadata": {}, "outputs": [], "source": [ @@ -84,7 +84,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 a7ccd89f..7ce12cda 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "151b97b4", + "id": "796c254f", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d6181625", + "id": "4683b346", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "83c63a92", + "id": "1ab0f31a", "metadata": {}, "outputs": [], "source": [ @@ -84,7 +84,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 d887dc69..b5a210f3 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "a2967fa9", + "id": "f2902d33", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "8605ff92", + "id": "72bbecce", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1ef1997a", + "id": "48419d93", "metadata": {}, "outputs": [], "source": [ @@ -89,7 +89,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 cad095c8..2d638382 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "5e7e148b", + "id": "f3b43772", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5a239bb0", + "id": "0e653b17", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c39c60c6", + "id": "843db72e", "metadata": {}, "outputs": [], "source": [ @@ -89,7 +89,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 6afddd70..b5d0cea8 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "6495b6ba", + "id": "59022291", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0f5445a8", + "id": "342116a9", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "683cf8fd", + "id": "98069853", "metadata": {}, "outputs": [], "source": [ @@ -95,7 +95,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 e95d49a0..b3b6c8dc 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "0cd2d8a3", + "id": "2254dcad", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "06c4a8e8", + "id": "9129b805", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "59c8a5d6", + "id": "0722e6a2", "metadata": {}, "outputs": [], "source": [ @@ -95,7 +95,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 ab44500c..c731dd70 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "0928221a", + "id": "fe461893", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "8e046eab", + "id": "dfee675d", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5052d994", + "id": "824838eb", "metadata": {}, "outputs": [], "source": [ @@ -83,7 +83,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 4eb25c06..81a52ecf 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "15dcea86", + "id": "95523d99", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e266ac0b", + "id": "3d0d641d", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "311bac1e", + "id": "52d95482", "metadata": {}, "outputs": [], "source": [ @@ -83,7 +83,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 559dcb60..c45c904c 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "ccc98508", + "id": "4d495bb2", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "7c7274ac", + "id": "df77cae3", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "515d05d1", + "id": "4634c4a9", "metadata": {}, "outputs": [], "source": [ @@ -87,7 +87,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 dfb1d635..dfe8eadc 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "8b0bf999", + "id": "e6e79330", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "095c27c7", + "id": "de1993bc", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a310828e", + "id": "d0dc306f", "metadata": {}, "outputs": [], "source": [ @@ -87,7 +87,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 33d51903..92590015 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "59ae51bf", + "id": "09e2e6d7", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "6b673cad", + "id": "6fc52b17", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f0e81d09", + "id": "f43738c2", "metadata": {}, "outputs": [], "source": [ @@ -92,7 +92,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 326df445..a08566df 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "38accbc2", + "id": "c25e24df", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c6b6dbfe", + "id": "c21c44cf", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "3bfd3eb7", + "id": "3d51e79f", "metadata": {}, "outputs": [], "source": [ @@ -92,7 +92,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 6fd463e2..803311a1 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "fffec6a9", + "id": "3b3e23b5", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0d4b6ca1", + "id": "3f037490", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "27eacc70", + "id": "39fa0926", "metadata": {}, "outputs": [], "source": [ @@ -98,7 +98,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 dd6c9814..6555ed47 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "2ea5bd08", + "id": "b09b8500", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "9b79b36b", + "id": "17b086ae", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5620fdb5", + "id": "8a9d5dc0", "metadata": {}, "outputs": [], "source": [ @@ -98,7 +98,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 ad747a1c..6624b1ac 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "14fd5c6e", + "id": "912ac3f2", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d0564389", + "id": "6a977cd6", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e6f6cc37", + "id": "b331cf66", "metadata": {}, "outputs": [], "source": [ @@ -83,7 +83,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 a0264bcb..eca37478 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "f48ba1aa", + "id": "43c967f1", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "aa81b0c0", + "id": "4e62f3dc", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "21fa71e0", + "id": "055037d0", "metadata": {}, "outputs": [], "source": [ @@ -83,7 +83,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 8a68e762..5219caab 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "a1694322", + "id": "de72bc7e", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "8f812a9a", + "id": "e5e70fbd", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a3e48136", + "id": "d51184a9", "metadata": {}, "outputs": [], "source": [ @@ -87,7 +87,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 1718b3d2..cca5991d 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "53722b86", + "id": "1acdad0f", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a4aafcfe", + "id": "f70eba1f", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "03491ebb", + "id": "4d0c6192", "metadata": {}, "outputs": [], "source": [ @@ -87,7 +87,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 11c38b91..8ef99156 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "ee23e34d", + "id": "becb778b", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4295c913", + "id": "52dd096d", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a89a9188", + "id": "d03e81ba", "metadata": {}, "outputs": [], "source": [ @@ -92,7 +92,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 a81b077d..de37ec4e 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "e711d33e", + "id": "513ef722", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c7ea2543", + "id": "1a866459", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "cb20e0f1", + "id": "f8c4a68c", "metadata": {}, "outputs": [], "source": [ @@ -92,7 +92,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 a5ec13a7..53f3aee0 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "3c3a0c88", + "id": "916bfd12", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5f196445", + "id": "3aa445b5", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d9a7904b", + "id": "d520174c", "metadata": {}, "outputs": [], "source": [ @@ -98,7 +98,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 f48292ea..ce52b279 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "fa970acb", + "id": "e93db9ab", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1a697d2b", + "id": "4f59e4d4", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "bb780d64", + "id": "5314ff4d", "metadata": {}, "outputs": [], "source": [ @@ -98,7 +98,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 4e259d1f..b0c7b87a 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "b617d838", + "id": "efbab614", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "68c69f97", + "id": "6f14eeb1", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ed145b0f", + "id": "26e21954", "metadata": {}, "outputs": [], "source": [ @@ -80,7 +80,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 e98a3877..32d71abe 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "843becdf", + "id": "f99053a6", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ed3d25fd", + "id": "46a03eb1", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "cdd6b121", + "id": "92c83b23", "metadata": {}, "outputs": [], "source": [ @@ -80,7 +80,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 a8a47682..2d80ab6c 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "4b5a0014", + "id": "ef48925c", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "64c95396", + "id": "64001c93", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "112b92d2", + "id": "ffbf32c8", "metadata": {}, "outputs": [], "source": [ @@ -84,7 +84,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 3c98a55b..59a01c01 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "2c6ef65f", + "id": "bd1f95be", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4ae7346c", + "id": "af55be60", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a16b2a5e", + "id": "ad2e9e83", "metadata": {}, "outputs": [], "source": [ @@ -84,7 +84,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 abad2c8c..8c3f5bd1 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "eea36a94", + "id": "16cc946f", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c0976f97", + "id": "e0b05bb0", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "301a34d8", + "id": "e1cebe63", "metadata": {}, "outputs": [], "source": [ @@ -89,7 +89,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 46729728..befcd010 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "dd0e25b8", + "id": "b811e971", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "2b8ad56b", + "id": "ab291ebc", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "cc8b5ba8", + "id": "af1e682a", "metadata": {}, "outputs": [], "source": [ @@ -89,7 +89,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 a945be5f..4b66efef 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "420c5ab6", + "id": "de8c2b1a", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "554c60f5", + "id": "525868d0", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "8e7cf8d1", + "id": "f31d65c2", "metadata": {}, "outputs": [], "source": [ @@ -95,7 +95,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 ad1347ae..a7db886a 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "ee3c21a9", + "id": "5c9d6791", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "46200e8d", + "id": "8961c803", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "13aeaa60", + "id": "b09b3935", "metadata": {}, "outputs": [], "source": [ @@ -95,7 +95,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 d6f1f927..90dd527f 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "69e2abd7", + "id": "88e918a5", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "64a32902", + "id": "95b8a7a7", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "2bee8ea2", + "id": "ac615109", "metadata": {}, "outputs": [], "source": [ @@ -80,7 +80,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 f1defeeb..1aa0f4b4 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "6b3b1739", + "id": "a034995a", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "2a0c9fb5", + "id": "bc52a089", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "6a17e8d1", + "id": "3ede4be8", "metadata": {}, "outputs": [], "source": [ @@ -80,7 +80,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 0388feff..b3139b93 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "8f8942b7", + "id": "2a78019d", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c05e03e3", + "id": "db87e021", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e1b8b61c", + "id": "fcebf4d3", "metadata": {}, "outputs": [], "source": [ @@ -84,7 +84,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 465c6c62..5345c3f6 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "e7c9b646", + "id": "ff951004", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4661a0f3", + "id": "dc33dd91", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1f6ed3d3", + "id": "34d47d5f", "metadata": {}, "outputs": [], "source": [ @@ -84,7 +84,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 1bf9f9bc..3d611b74 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "87677053", + "id": "3342c8c0", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5f1ad9a1", + "id": "aa64f556", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0de40a4c", + "id": "5deee04e", "metadata": {}, "outputs": [], "source": [ @@ -89,7 +89,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 f41cda69..372f182d 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "800b39f7", + "id": "c8812735", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d2f19d61", + "id": "4757e8e5", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "9eb47ad2", + "id": "2bd3cce1", "metadata": {}, "outputs": [], "source": [ @@ -89,7 +89,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 247a19c8..42727ce2 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "65a8e0d1", + "id": "c72888fe", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c1694fcf", + "id": "d7865e84", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0b89f4be", + "id": "d3a6ba15", "metadata": {}, "outputs": [], "source": [ @@ -95,7 +95,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 50d7633f..729c88c4 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "560e0049", + "id": "e380ef8f", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "2877a052", + "id": "56597004", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ce60f673", + "id": "2df49343", "metadata": {}, "outputs": [], "source": [ @@ -95,7 +95,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 2e285e06..b3d131eb 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "e976e49f", + "id": "5092a172", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0271f5ab", + "id": "b09f11fb", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "7e8b8a2c", + "id": "228f578a", "metadata": {}, "outputs": [], "source": [ @@ -83,7 +83,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 0d7e9b7c..f9b38639 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "3019153e", + "id": "f2fe81ef", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e1824dec", + "id": "f9235937", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "dab8fbba", + "id": "04dff635", "metadata": {}, "outputs": [], "source": [ @@ -83,7 +83,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 2253fbad..df459639 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "2628b759", + "id": "2be65e3b", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "72464c09", + "id": "3999e068", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0ea44623", + "id": "6094804c", "metadata": {}, "outputs": [], "source": [ @@ -87,7 +87,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 e60342f2..7f30a8ee 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "d29fdf04", + "id": "28e220be", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "586b1f94", + "id": "a29c9fa3", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "6117d861", + "id": "9ad922df", "metadata": {}, "outputs": [], "source": [ @@ -87,7 +87,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 c5ab4606..b00a1e7b 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "2b928021", + "id": "72b446ef", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "02832f01", + "id": "cb0cad4d", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "18feb154", + "id": "af76c616", "metadata": {}, "outputs": [], "source": [ @@ -92,7 +92,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 2d939653..d26d56bf 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "c52c76d2", + "id": "399b98ed", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b36d08b0", + "id": "485c5883", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "7fa258dc", + "id": "870e7891", "metadata": {}, "outputs": [], "source": [ @@ -92,7 +92,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 7f6bbdf4..02eaae19 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "68fb1df6", + "id": "adb79304", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "6b29f706", + "id": "7bc6f8dd", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4d5c948f", + "id": "26afdb27", "metadata": {}, "outputs": [], "source": [ @@ -98,7 +98,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 c0200048..ae37f752 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "eedf3c44", + "id": "d3170c27", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0cfbf674", + "id": "a371d162", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "8eee9d53", + "id": "e72ca60b", "metadata": {}, "outputs": [], "source": [ @@ -98,7 +98,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 c642695a..63dc8a1b 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "e12ca18e", + "id": "3dfcd3de", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d13c6da8", + "id": "80dc0c0f", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "6f75831d", + "id": "7b989412", "metadata": {}, "outputs": [], "source": [ @@ -83,7 +83,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 b4d8ce75..84313d1a 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "ef9dd33b", + "id": "7720659c", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "de57ed96", + "id": "79d365e6", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "2e8de985", + "id": "7d2b45a1", "metadata": {}, "outputs": [], "source": [ @@ -83,7 +83,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 89f2e4a7..e6a46bbc 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "ab931b99", + "id": "2146300f", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e400100c", + "id": "62dcb373", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "948402b3", + "id": "89b4f474", "metadata": {}, "outputs": [], "source": [ @@ -87,7 +87,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 f3e22a8e..6dd53050 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "22d8343b", + "id": "d4559ff8", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5be7832b", + "id": "7122b6df", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "3b482a77", + "id": "89e1f38e", "metadata": {}, "outputs": [], "source": [ @@ -87,7 +87,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 8eed46f4..dcee0490 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "48004815", + "id": "ac3167f6", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "03403c8a", + "id": "3ed4864a", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "3d4c0982", + "id": "cdeacbc7", "metadata": {}, "outputs": [], "source": [ @@ -92,7 +92,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 a9fd8b1b..6dfefbce 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "5ace816d", + "id": "b50ce1b0", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "eff6c87e", + "id": "31fde227", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "6764dd26", + "id": "f63ad307", "metadata": {}, "outputs": [], "source": [ @@ -92,7 +92,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 5481dbc2..dd9dd162 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "4a30748b", + "id": "e32e3f77", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b1996f30", + "id": "251b6e84", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "6e521970", + "id": "06ffe4b1", "metadata": {}, "outputs": [], "source": [ @@ -98,7 +98,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 44d56e95..cd033323 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "3da61997", + "id": "e6404dbd", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "eb01f69d", + "id": "904ec745", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4edf3e96", + "id": "b174ad9f", "metadata": {}, "outputs": [], "source": [ @@ -98,7 +98,7 @@ " model=Models.FULLYBAYESIAN,\n", " num_trials=-1,\n", " max_parallelism=3,\n", - " model_kwargs={\"num_samples\": 256, \"warmup_steps\": 512},\n", + " model_kwargs={\"num_samples\": 1024, \"warmup_steps\": 1024},\n", " ),\n", " ]\n", ")\n", 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 00ee7164..92573111 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "3d3ab515", + "id": "443f08ae", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4f3e829b", + "id": "d10f183b", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "bfa3697e", + "id": "098bf317", "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 d4348d82..33194346 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "af1b785e", + "id": "659b4cc1", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f6211b6a", + "id": "43933cc9", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ab0d4a28", + "id": "cd3be30c", "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 d4abb9a7..d6d32d5f 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "cf9dcc0c", + "id": "2dab0261", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "46b5994c", + "id": "10ccf6e5", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b5677ecc", + "id": "c40c7c10", "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 f0fa07e4..f70e8492 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "43726ea4", + "id": "48684d87", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "80ca5eb5", + "id": "3a0ffd78", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "6891611f", + "id": "1ae4fee6", "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 859e9278..a604f424 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "bbd704c5", + "id": "081f9e04", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ccec9f33", + "id": "384da025", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "31037ff7", + "id": "2757a13a", "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 db0b2b55..0b3a704c 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "36e75100", + "id": "3a7f5079", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "21eb8fa8", + "id": "78392ff4", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d74e213d", + "id": "30361c83", "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 bb109426..b9e307a4 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "2c57560c", + "id": "3aad3497", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "581484d7", + "id": "5920ac9a", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "596fbb7a", + "id": "2f7e30bb", "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 e36bc61d..24d2ba0c 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "e66405d0", + "id": "a6bd7754", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "cbfbe9b3", + "id": "814c1fa1", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "323a8a08", + "id": "d9221240", "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 99fd3fd8..e2793000 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "c9a717a7", + "id": "77211e4e", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "eb0d8391", + "id": "42cea336", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "aed2aee7", + "id": "5e3f7920", "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 649e28cd..1b77e6d5 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "ad9dc1ea", + "id": "9940e9d8", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "9e08adf1", + "id": "9d49b32f", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4190f817", + "id": "952cd52c", "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 0247a28c..b1eb4a25 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "95b219ec", + "id": "b245f6e8", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0d9b91a6", + "id": "7791ae60", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "3f373d51", + "id": "538e01af", "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 22e0722a..300f8e2a 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "8ef66213", + "id": "9de0ed68", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f0f08a5e", + "id": "f1ffb36c", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b37e1bc6", + "id": "c50d0d57", "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 a97e8675..c68ff516 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "5e6c6153", + "id": "de6bbd2e", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4478ca45", + "id": "7aeff10e", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "9c47045f", + "id": "f40d17d1", "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 0bdc0a0d..5344322a 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "cae96c95", + "id": "fafda701", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "921d8021", + "id": "96066a82", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4437f19e", + "id": "d0b05b56", "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 fb47ee60..6aeee33f 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "e9c5f5b9", + "id": "37763105", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c45f363c", + "id": "97e4c79b", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "becd589c", + "id": "192aae5a", "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 6ba6b5f8..e7a18a0c 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "f88ab633", + "id": "55c4a93b", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "cc80fdaa", + "id": "907d2086", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0f5d825a", + "id": "90f1a571", "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 3b71c902..cfe54a88 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "61e184b1", + "id": "b0cf9e1b", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e995f45b", + "id": "f0239818", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "8e86e0c6", + "id": "81b0244b", "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 d88ee686..2fc956fd 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "f3bd36c7", + "id": "a36812d2", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d4c5b0ef", + "id": "ddf3f5fd", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5e1ed948", + "id": "1dd05cc1", "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 b7edc14a..c3a47896 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "f271a78c", + "id": "a591cf1c", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "fe4f28c4", + "id": "9038e507", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "03028b6f", + "id": "f845a908", "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 7f7a7ed6..430d5644 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "f04b7d62", + "id": "f8a046d4", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "09733f9a", + "id": "de7e84c2", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "9f478e12", + "id": "809c79c6", "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 022f9c1a..234f4417 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "64e5432c", + "id": "a6041e58", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4c4df3a3", + "id": "42d8fb1a", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0238db5c", + "id": "2dc65568", "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 8cda59ee..2a92a1fd 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "76ba7604", + "id": "ce63fdde", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "6c50d6fc", + "id": "d85d1a03", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0f136d04", + "id": "a37d733c", "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 b81942e4..c8e3872b 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "1ada45bf", + "id": "972a7603", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "02f02cc7", + "id": "bcf8bcc1", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "94eeab29", + "id": "3292530e", "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 555aad93..ade41370 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "ed303e01", + "id": "0e996da1", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "953eb4cd", + "id": "158b1edf", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1bf6959b", + "id": "4770af10", "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 fed50ad1..504cde86 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "eceb4460", + "id": "aacb1db0", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0d5f1cce", + "id": "d8f2534d", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ffbad0aa", + "id": "d67980e9", "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 789d2972..55363193 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "8b9bc456", + "id": "ee9aeedd", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5b5313d1", + "id": "84aac07d", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "148bfc12", + "id": "6512935d", "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 c4330cfc..a56a0e5f 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "398171be", + "id": "b22d58ac", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "2aaa2bf0", + "id": "c586dd95", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ece5785c", + "id": "c816d378", "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 0be198dc..98de299f 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "9e8fbc84", + "id": "07f4a6fd", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ebf3eda7", + "id": "6825bf46", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "9e8d13d6", + "id": "91e9b3f1", "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 c52dc569..d934fdec 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "c5ed585e", + "id": "555575b8", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "6757099a", + "id": "f4e29924", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "086a1629", + "id": "cf34bb1f", "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 fccf917b..b1bea06c 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "8965436b", + "id": "f8544ff3", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "7ce5d735", + "id": "943d4827", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "dab54ba2", + "id": "4ab35ad4", "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 08962260..777b29b3 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "e13929a5", + "id": "f86b41ac", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c3e9383c", + "id": "e2d99221", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5671fc9d", + "id": "566c66cd", "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 bd216166..ec53a020 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "276309ee", + "id": "2af62fce", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "417b5d52", + "id": "6714e06e", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "bc063ce7", + "id": "eca0db77", "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 727d691d..cd41425b 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "1b6282a7", + "id": "0f9473a8", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1f5bf807", + "id": "4b72ec69", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "799e5f36", + "id": "bc42b266", "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 e7dfadb0..eaeb26bc 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "fc5cf2b2", + "id": "0e0c2b04", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4f1682f3", + "id": "bbc75744", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "24512784", + "id": "662e87bd", "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 8ac99b23..321f3c8e 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "29cc4dd5", + "id": "0d9da312", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "8308e317", + "id": "6c8477c0", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "cc62d86a", + "id": "ecc62290", "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 b4e5573c..86d302b1 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "4a6482ae", + "id": "f4f1dbbd", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b12805cc", + "id": "d9994f5b", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "200d7eb7", + "id": "69b641ce", "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 7a021e34..4f2150e8 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "b8ec7493", + "id": "5aa84af9", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d1315b99", + "id": "aa99d9d9", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "faddc0cd", + "id": "49a8d787", "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 4ca2921b..aa659d9f 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "ac8c581f", + "id": "bcc42b42", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a0099c8d", + "id": "0e296c4a", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "296f27ac", + "id": "e8d8020f", "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 2699557f..1003cb4a 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "719fce71", + "id": "3901b8e6", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "fcccd107", + "id": "09cfed4d", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "3e29612e", + "id": "ce0d7134", "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 9180bb00..fed9f8e4 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "cb6bd6bd", + "id": "893451d3", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "099ad36b", + "id": "67f8df8d", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f0be45a5", + "id": "0ac6295b", "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 27b27c8a..4efeb1e6 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "43b3aad9", + "id": "a23e0b2b", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "08903688", + "id": "7e0d80ec", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f3bce120", + "id": "59bec292", "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 a8bb4b32..7ad15b7b 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "9f293737", + "id": "f06d211d", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "802f91a1", + "id": "4e416676", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0b89cb29", + "id": "4dc97e45", "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 2e19ca48..2eff9680 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "2b06ed31", + "id": "dbacb770", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "3a12d5da", + "id": "b1afd744", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4f5f8bc5", + "id": "1f40ae15", "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 b7a95cd5..86cebcd1 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "3d662188", + "id": "d7066416", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e4d2c5be", + "id": "57aec7b3", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d8d368d0", + "id": "df6df64c", "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 991e79ae..6a70f361 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "4fd1fde2", + "id": "05e19a2f", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c4dcb131", + "id": "94bc0382", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "61a40a2a", + "id": "b4de8302", "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 22358bce..503790f9 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "778efbf1", + "id": "3f7be91b", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "3a09b581", + "id": "4e2357ac", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ab50e236", + "id": "077bdb6f", "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 06694798..68452a27 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "515b6f5b", + "id": "1a8e8cd6", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ebdd4e76", + "id": "a4f48b5d", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e83544b4", + "id": "aeddee9f", "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 259fe18f..1fdd4fbb 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "033fc592", + "id": "06a86b76", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "64a405de", + "id": "150563d8", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "fed38aaf", + "id": "74599c12", "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 271a8e7b..690717e9 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "1f67c902", + "id": "1a44371e", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d95d02e5", + "id": "7417c2f7", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "52385ca4", + "id": "4d30f572", "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 9e2475a9..e2b95a4d 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "8b3ec886", + "id": "0d15459a", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "21aa469f", + "id": "9ca6cd8a", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "959eb12e", + "id": "496f6f5e", "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 4efaccfe..770b9822 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "b1c2cfb0", + "id": "5c97c415", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "02348362", + "id": "90eae12d", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "8cfbf734", + "id": "dbb7f36a", "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 38e224ea..18debacc 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "05b5b2c1", + "id": "f43c9338", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ff5d9ca1", + "id": "5802fc2a", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ba19f5f5", + "id": "f85b4049", "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 ebc203aa..28fb16dd 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "8c301a68", + "id": "13a6332e", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5db973d7", + "id": "b1d39080", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "da2875c8", + "id": "abf5db44", "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 509e51a0..88eb14bc 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "a98bf202", + "id": "d6dc0574", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1de9d8e2", + "id": "b5d59e47", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "61b058fa", + "id": "3325b536", "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 f95a5fd5..5f019883 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "0db35aca", + "id": "e5fec0c8", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5eb454d0", + "id": "dea4a758", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c12327c6", + "id": "9ec85924", "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 95ce1dc7..497ba59d 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "3628abd3", + "id": "92a204a3", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "8888757d", + "id": "338ca75d", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b687754b", + "id": "e8070056", "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 713491be..9c640584 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "3778a60f", + "id": "4bd0fd83", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "aadf515a", + "id": "c9b7af7d", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f381c012", + "id": "d601b17c", "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 b3e56d0a..211bb73b 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "156e6fc1", + "id": "ca15409b", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f5e966e9", + "id": "e353e794", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5ca456b7", + "id": "7a6bf0b5", "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 ce3e3161..31a42b65 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "abfe5e90", + "id": "221cd960", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "3342dad1", + "id": "92046d50", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "117452cb", + "id": "db707920", "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 ca9ab4b4..7e1d2861 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "f3543655", + "id": "1f1e13cb", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "242c5030", + "id": "9ba869e9", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "dbd74611", + "id": "794fed68", "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 fdcb3735..f1e17cf0 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "a3318953", + "id": "579b8848", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c303418a", + "id": "2eb23276", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "3af30fe1", + "id": "a69f46eb", "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 705ac642..0a3f22be 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "a2ed0198", + "id": "6a91d710", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e6bc5549", + "id": "cb515045", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "8f693d30", + "id": "3b01d859", "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 bd53e0d1..f0252d75 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "3f140c8d", + "id": "b70dfbfc", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "39c8d96d", + "id": "1adc08ab", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "caa66845", + "id": "0b33cb9e", "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 56f135c3..c147af07 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "de5b4d5b", + "id": "b9428959", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "15103e49", + "id": "5f96c5a3", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "6a77cc30", + "id": "1c1a1d79", "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 dbbcd3cd..2a1b8cd3 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "7eee7fc7", + "id": "1638fb38", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d6cd2db2", + "id": "919a9a5c", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "91e7ef9d", + "id": "7be379e4", "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 9dcd3662..9ed6d97c 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "1de3f678", + "id": "752d216c", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "682a1d2d", + "id": "ab2e219d", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "3d10e609", + "id": "702df922", "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 b2757a59..58f47b4d 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "f133a157", + "id": "5be5e75b", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c02adc64", + "id": "2de2c552", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "2541063a", + "id": "feac3a3e", "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 1b67f91d..feed25d5 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "ce542f04", + "id": "1e31e0ed", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "3b0ca93b", + "id": "2b1332d2", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "53181f9d", + "id": "856ea79f", "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 5297e8a3..a06ff2ae 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "a4783cb8", + "id": "20357361", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "147782f0", + "id": "50469701", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d6413936", + "id": "58901f11", "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 657d377d..227c3395 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "41b86f08", + "id": "0a742498", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "3db24574", + "id": "fe9f64e9", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5797cadc", + "id": "cb96ef01", "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 edc9c4dd..9e09e428 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "67112956", + "id": "dafbbf3d", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "7f6e10a3", + "id": "0f8e3863", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "8e952375", + "id": "7ef01699", "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 9d030671..fa43cd95 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "0e0ccdf3", + "id": "a004b90e", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "2b495251", + "id": "36a0e399", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b731eab8", + "id": "df13b4ca", "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 1fee8586..b73be9a3 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "117203f0", + "id": "6404ca50", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e8a6d7db", + "id": "e2e92475", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4b36c157", + "id": "161fcd13", "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 921d82ce..39c25740 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "26676cf2", + "id": "d4555659", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a2a2ac5d", + "id": "997750c3", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "04af8cd2", + "id": "6475a51b", "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 f671a0fd..130a0105 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "78ea5669", + "id": "399dc283", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b2371338", + "id": "888005e8", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4a11ad44", + "id": "da8ce11d", "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 f46c3801..0f311279 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "0d499967", + "id": "3e213e33", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "042426f1", + "id": "2ac22e39", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "34aa6335", + "id": "efff9968", "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 1ffea8d8..add19061 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "e829f5a6", + "id": "6010f937", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "037251c3", + "id": "2a15cef4", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "2e58c9fa", + "id": "b0f65a89", "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 bf5a87dc..503288c2 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "8ba5daea", + "id": "bc0afac5", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d0459ee1", + "id": "a12424ea", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5059839e", + "id": "c145cf3f", "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 5849dcab..70529c08 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "68424b0b", + "id": "a7702e6d", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "169139db", + "id": "327bc0ff", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e51071e1", + "id": "539a397e", "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 880e1fe8..31e0a119 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "8f1e15fd", + "id": "39d61114", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "7e2313b0", + "id": "912a0fb4", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "2c52d6a8", + "id": "7126b36d", "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 d76e1a0e..02e13a54 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "0fea4d0c", + "id": "0bd45f24", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1891d6f1", + "id": "8d81c3cc", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5cdc2caa", + "id": "d8bdbc65", "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 a0bc9e96..6b1b0d63 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "3c8df398", + "id": "e157e893", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "59929309", + "id": "04b9557f", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "9054fa26", + "id": "e12f5263", "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 1b72ade9..6229d08d 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "6e40a441", + "id": "46dc6150", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "80f06c7e", + "id": "e51bc163", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "63ea958b", + "id": "1982c43d", "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 810913a4..ff29ae3b 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "87cbc170", + "id": "45067928", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e26a98e7", + "id": "bfa71a7b", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f486be62", + "id": "8b5d9f6f", "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 0f124c41..f1fba757 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "a69e7833", + "id": "51f3b754", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "481e7274", + "id": "d3dd13ce", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0471b2bf", + "id": "56bf5f43", "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 f5f1751a..d5024e61 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "5522cff3", + "id": "55c11ec8", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "7af3cf24", + "id": "aa4f4577", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "8d12cd97", + "id": "e906e071", "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 f3041cd8..d0b3eb89 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "ad242685", + "id": "92a95c67", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "9b670ead", + "id": "f29b76dc", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f00addcc", + "id": "d860f231", "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 777bd21b..292ec6fd 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "306fd83f", + "id": "435ae999", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "42984953", + "id": "fd659a7f", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "43b3e794", + "id": "74ec31a5", "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 dcfeef9d..8afd4474 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "71d4a62f", + "id": "0fc2b97a", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "42b2fdc1", + "id": "03b8a2c0", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "771c7828", + "id": "a4bf5d64", "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 29aec9b9..fccd1153 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "8f42d35d", + "id": "2642de47", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a9198a76", + "id": "53a8b3e3", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "72a208fb", + "id": "609d9783", "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 13062f55..25797e1f 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "2280d19a", + "id": "bfea2047", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "11ccf1dc", + "id": "ae0a1b02", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "ff3e337b", + "id": "18010ae1", "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 cc47a79f..53e7df8c 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "73143f03", + "id": "65c84a9f", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "9babcb74", + "id": "76629a86", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "f1f79f9d", + "id": "95097950", "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 8cfab344..f3f03a34 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "1bde9bc1", + "id": "0bfa6058", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4cd00087", + "id": "c589bce5", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "24725845", + "id": "786ad805", "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 46102c59..65d8eb65 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "caf55ada", + "id": "1b8c2b4e", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "bd4a3827", + "id": "4f17eb75", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b857c2a6", + "id": "e654a384", "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 17f405f1..088619c7 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "27e74276", + "id": "49658131", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d0637693", + "id": "f040f4b8", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "418de8ef", + "id": "75e2d16f", "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 3a4b5e3e..3f4ab371 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "9e8460de", + "id": "ca778359", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "6e1240f4", + "id": "33341b90", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e6094c77", + "id": "aaabca88", "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 77b1ab38..778d6339 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "996e03e2", + "id": "24ba2117", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4f58e044", + "id": "e0026858", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "7712c726", + "id": "4e5fb61d", "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 52c18e44..d5da28b6 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "4eb05bad", + "id": "e7fa2c19", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5ab3a4eb", + "id": "c2ff23a9", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4e3d118f", + "id": "7a3e1356", "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 65d0dd7d..b280e59b 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "7758bc49", + "id": "c8459af9", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "30131a67", + "id": "884a8f83", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "763c9d24", + "id": "0e0e01c9", "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 c74aa547..314de215 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "3127e8be", + "id": "aebc00d5", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b2f74ed3", + "id": "4874f8e3", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "96bfcd40", + "id": "b1250829", "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 fba114d5..d6aecf0a 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "8b8d993d", + "id": "5e70e23c", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "8f8531f2", + "id": "99d0bd0a", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "eecf0771", + "id": "e0046486", "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 e7f42d46..c4ee0b73 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "815faff8", + "id": "c90ceaa2", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "8f35fffd", + "id": "c8525574", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "8e981c23", + "id": "45221d3d", "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 fba08cc8..d18bef92 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "c72bbbcd", + "id": "75b584d8", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "fb847e48", + "id": "1fc276ec", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "3d153855", + "id": "58ff1d7e", "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 7c3dd9f1..b1f1034f 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "597cb798", + "id": "d6515069", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "e36bdbd9", + "id": "04a7dd0d", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "3b523a95", + "id": "ebd046ec", "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 166270f1..33af8ef9 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "8f6b48fb", + "id": "7052e759", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "7493cc88", + "id": "75ba6731", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "81c0ff35", + "id": "8f3fa0b2", "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 dac16b8b..5caeed8e 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "51a1e576", + "id": "63dfc33e", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d64e9479", + "id": "cad85973", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "3042ce15", + "id": "ae28fd0c", "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 970c023d..8d27bc58 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "b848724e", + "id": "68afb1dd", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "8788e7c4", + "id": "2f146d9c", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "7068c50e", + "id": "4e37cc79", "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 f6316642..eff00c25 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "9bcbeaa3", + "id": "1dcebcc1", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b22e7ea1", + "id": "db7b6fe9", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "8d021181", + "id": "3686c71d", "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 788c907c..00d0eac7 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "95531537", + "id": "943c1c8b", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0fef3538", + "id": "8f976548", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "46bd0de8", + "id": "6e713663", "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 be67e3ea..98b0c203 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "58818d2e", + "id": "24738681", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c813b621", + "id": "6f846386", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "43a8fe21", + "id": "49bb099c", "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 ea2f14ee..6e705b4e 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "9490426c", + "id": "ebf86f9f", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b9508024", + "id": "de031e8c", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b8734044", + "id": "8be553db", "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 13f75fd7..8d3c79fb 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "b9653bbc", + "id": "ad9e4227", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "bc4f4bea", + "id": "2a1f77f1", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "21f395d8", + "id": "b1780024", "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 104187c6..edc0d191 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "79122d9d", + "id": "162ef72d", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "fc882ad8", + "id": "441b6b2d", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "8fea05d6", + "id": "9a4de6e0", "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 b159bf46..19558583 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "65586bd2", + "id": "70625ee9", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "63a0e1e3", + "id": "2a5eb02b", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "d4e74f3b", + "id": "dc0fcac3", "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 8f519823..d7780694 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "3771bbcd", + "id": "e8e30001", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5df3fc22", + "id": "c5788223", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1ecc2758", + "id": "53cdd4c2", "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 25bf8d79..ed084f75 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "28ad47b2", + "id": "7142fd74", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "13a9a0aa", + "id": "a35a5ba5", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "23c57fba", + "id": "588b7144", "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 52f17a35..34c54df9 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "0231bf13", + "id": "0432470b", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "da7a2909", + "id": "166e1e9b", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "0226e5aa", + "id": "06588954", "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 76fcb5ea..139943ee 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "9f8fc47f", + "id": "732de8f8", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c8a2c192", + "id": "2b8b5585", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1658d479", + "id": "26ae7d92", "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 0039a12d..677c3996 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "a9134146", + "id": "2246a2f7", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "52be5d3d", + "id": "5aae703c", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "51e958dc", + "id": "c62b2a25", "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 4bf4d55d..906138ed 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "1635bef4", + "id": "6f4a7609", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c1a1b4f4", + "id": "161d1d16", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "8950d714", + "id": "2d461718", "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 289784fc..012e0992 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "c9463c84", + "id": "d8349645", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "c51e01db", + "id": "62bf9a3a", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5d83f592", + "id": "c71714ad", "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 e3399cc2..eab0eaa1 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "a64a8bd5", + "id": "03936a43", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "08bbcff3", + "id": "ac77d4bf", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "39c9a4b1", + "id": "14310ece", "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 5f084652..e3cee8a9 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "bb093bfa", + "id": "d849ff22", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "7266afbf", + "id": "9ee4be2e", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "b994bfa9", + "id": "6a75e4d0", "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 3afb584b..3af98859 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "d9d6be80", + "id": "bbe868bb", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "eb37796d", + "id": "e4aee1fb", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "07854f79", + "id": "95de2fac", "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 47ea78f4..76e42f34 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "58c132a4", + "id": "d2a7430a", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "545c439e", + "id": "e2922d7e", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5218c5d8", + "id": "58b623bb", "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 9d81e07e..fa86770a 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "a81ffa24", + "id": "8bff8795", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "16104d87", + "id": "3ee75221", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "43df655e", + "id": "8985406d", "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 ad0cd0b6..399b0347 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "c33a39b5", + "id": "7c24aad5", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "02cb5ac5", + "id": "0d6f6907", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "433a8206", + "id": "2bb31b45", "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 d804ecf6..51cee5fc 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 @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "c50add83", + "id": "99b501a4", "metadata": {}, "source": [ "\"Open" @@ -11,7 +11,7 @@ { "cell_type": "code", "execution_count": null, - "id": "cb38d394", + "id": "e276e860", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": null, - "id": "07fd83d5", + "id": "5f00f3de", "metadata": {}, "outputs": [], "source": [ diff --git a/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 b/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 index 9534c41a..5b0521f8 100644 --- a/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 +++ b/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 @@ -38,7 +38,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 47866dd7..0afb4d5f 100644 --- a/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 +++ b/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 @@ -38,7 +38,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index d3a14c26..28357060 100644 --- a/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 +++ b/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 @@ -38,7 +38,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index c119aa06..04ab2c50 100644 --- a/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 +++ b/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 @@ -38,7 +38,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 79249d9d..4b3a4507 100644 --- a/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 +++ b/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 @@ -46,7 +46,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index db79d4fe..b079687f 100644 --- a/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 +++ b/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 @@ -46,7 +46,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 53ee85c3..79b6399f 100644 --- a/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 +++ b/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 @@ -46,7 +46,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index d6fa68eb..80e791a3 100644 --- a/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 +++ b/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 @@ -46,7 +46,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 722bcae8..1bf6fc08 100644 --- a/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 +++ b/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 @@ -47,7 +47,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 31b5637f..9b59bb32 100644 --- a/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 +++ b/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 @@ -47,7 +47,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index e76536bd..23f2af87 100644 --- a/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 +++ b/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 @@ -47,7 +47,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index fbeb4f5a..1f01978e 100644 --- a/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 +++ b/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 @@ -47,7 +47,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 0d193897..041c7c05 100644 --- a/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 +++ b/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 @@ -55,7 +55,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index acff4d21..8152b96a 100644 --- a/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 +++ b/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 @@ -55,7 +55,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index fe731e97..78453fb9 100644 --- a/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 +++ b/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 @@ -55,7 +55,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index b38c93cd..846461ef 100644 --- a/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 +++ b/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 @@ -55,7 +55,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 4d3ddd85..e8ae7a77 100644 --- a/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 +++ b/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 @@ -38,7 +38,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 2abfc3a8..67b29d74 100644 --- a/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 +++ b/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 @@ -38,7 +38,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 58b6f12b..f72f4431 100644 --- a/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 +++ b/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 @@ -38,7 +38,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 1336abc2..5d2d94e9 100644 --- a/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 +++ b/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 @@ -38,7 +38,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index da5dbfd6..2d0f70b3 100644 --- a/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 +++ b/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 @@ -46,7 +46,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 132da9b2..541d8467 100644 --- a/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 +++ b/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 @@ -46,7 +46,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 0dfd741e..44638633 100644 --- a/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 +++ b/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 @@ -46,7 +46,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 37dc7e96..40d00625 100644 --- a/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 +++ b/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 @@ -46,7 +46,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index b2cf8111..8d7ef5a8 100644 --- a/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 +++ b/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 @@ -47,7 +47,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 111a0180..8cb367dd 100644 --- a/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 +++ b/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 @@ -47,7 +47,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 49c105fa..a7379830 100644 --- a/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 +++ b/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 @@ -47,7 +47,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 2ca63a3a..5c0a3783 100644 --- a/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 +++ b/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 @@ -47,7 +47,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index c16b089c..32077735 100644 --- a/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 +++ b/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 @@ -55,7 +55,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index c8dd87ad..5ee1a8b3 100644 --- a/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 +++ b/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 @@ -55,7 +55,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 94080122..dc6cba3e 100644 --- a/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 +++ b/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 @@ -55,7 +55,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 57924ce6..e64e9dda 100644 --- a/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 +++ b/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 @@ -55,7 +55,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 7d46e862..e1b1da3c 100644 --- a/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 +++ b/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 @@ -38,7 +38,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 8a39fa5c..9de27aef 100644 --- a/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 +++ b/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 @@ -38,7 +38,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 9c1e526f..9d57ea35 100644 --- a/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 +++ b/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 @@ -38,7 +38,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index a1d2acc0..251cc6c2 100644 --- a/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 +++ b/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 @@ -38,7 +38,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 6b6b0dcc..b9d06f59 100644 --- a/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 +++ b/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 @@ -46,7 +46,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index c3f6cff5..a7b7f88d 100644 --- a/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 +++ b/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 @@ -46,7 +46,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 2cfeb893..bb442d5b 100644 --- a/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 +++ b/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 @@ -46,7 +46,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 8d1858af..35ed4ab0 100644 --- a/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 +++ b/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 @@ -46,7 +46,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 8ed19004..7d8725fc 100644 --- a/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 +++ b/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 @@ -47,7 +47,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index c40ab565..c89c35e1 100644 --- a/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 +++ b/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 @@ -47,7 +47,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 737950b1..9a2da963 100644 --- a/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 +++ b/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 @@ -47,7 +47,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 3b2cc2ff..e5ee4f47 100644 --- a/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 +++ b/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 @@ -47,7 +47,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index f4b36b39..6f26aa89 100644 --- a/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 +++ b/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 @@ -55,7 +55,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 8292d0db..d318d950 100644 --- a/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 +++ b/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 @@ -55,7 +55,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index db6456f9..4aa39ccc 100644 --- a/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 +++ b/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 @@ -55,7 +55,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index d8a4d7e5..d52bb57f 100644 --- a/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 +++ b/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 @@ -55,7 +55,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 0997c2ef..84e9eee5 100644 --- a/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 +++ b/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 @@ -38,7 +38,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index cac44af5..32a54866 100644 --- a/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 +++ b/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 @@ -38,7 +38,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index b389aea4..e8812a3a 100644 --- a/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 +++ b/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 @@ -38,7 +38,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 78f52970..aaf06438 100644 --- a/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 +++ b/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 @@ -38,7 +38,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index b247719a..2bc31962 100644 --- a/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 +++ b/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 @@ -46,7 +46,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 9d33924f..77fe4b72 100644 --- a/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 +++ b/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 @@ -46,7 +46,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 46b3035c..61a6ab2e 100644 --- a/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 +++ b/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 @@ -46,7 +46,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index a4a0c4ec..4d35c9ef 100644 --- a/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 +++ b/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 @@ -46,7 +46,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index d99cf420..0fb40a0d 100644 --- a/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 +++ b/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 @@ -47,7 +47,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 9b75a67e..7479c3ff 100644 --- a/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 +++ b/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 @@ -47,7 +47,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index f4655658..07a28ff1 100644 --- a/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 +++ b/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 @@ -47,7 +47,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 70ab8ec1..e689cc57 100644 --- a/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 +++ b/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 @@ -47,7 +47,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 3241595b..f6c560d9 100644 --- a/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 +++ b/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 @@ -55,7 +55,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index f713690e..45b5aa53 100644 --- a/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 +++ b/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 @@ -55,7 +55,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 95f470e8..7b18bd6e 100644 --- a/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 +++ b/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 @@ -55,7 +55,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 079f8eb1..5ca1f168 100644 --- a/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 +++ b/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 @@ -55,7 +55,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 84cda4a8..70b30396 100644 --- a/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 +++ b/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 @@ -38,7 +38,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 5a94344d..9eee57ba 100644 --- a/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 +++ b/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 @@ -38,7 +38,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 12357830..5a59a7f9 100644 --- a/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 +++ b/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 @@ -38,7 +38,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 63663a76..03300bfd 100644 --- a/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 +++ b/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 @@ -38,7 +38,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 7b952ad9..e978f5b3 100644 --- a/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 +++ b/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 @@ -46,7 +46,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 776f4517..34ba65dd 100644 --- a/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 +++ b/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 @@ -46,7 +46,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 02a104d5..042de344 100644 --- a/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 +++ b/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 @@ -46,7 +46,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 3d76fc51..dc3221db 100644 --- a/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 +++ b/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 @@ -46,7 +46,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 2a5e0605..56860cc3 100644 --- a/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 +++ b/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 @@ -47,7 +47,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index fafe9779..4af5cd6e 100644 --- a/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 +++ b/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 @@ -47,7 +47,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index f7616907..0a0b7a7f 100644 --- a/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 +++ b/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 @@ -47,7 +47,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index f7e4a159..f3900d32 100644 --- a/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 +++ b/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 @@ -47,7 +47,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 6dea4140..c00902f6 100644 --- a/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 +++ b/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 @@ -55,7 +55,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index a9e4f267..c555f473 100644 --- a/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 +++ b/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 @@ -55,7 +55,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index bf99a640..1637eec9 100644 --- a/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 +++ b/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 @@ -55,7 +55,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index a990c48c..cbec29f0 100644 --- a/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 +++ b/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 @@ -55,7 +55,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 32410211..c98c19ac 100644 --- a/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 +++ b/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 @@ -38,7 +38,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 1db5b507..a170e953 100644 --- a/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 +++ b/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 @@ -38,7 +38,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index d968ae1f..2c5cd172 100644 --- a/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 +++ b/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 @@ -38,7 +38,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 07682bf9..6f77fa0b 100644 --- a/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 +++ b/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 @@ -38,7 +38,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 2ad94e8b..9eeafe4a 100644 --- a/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 +++ b/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 @@ -46,7 +46,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index d059146a..88969149 100644 --- a/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 +++ b/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 @@ -46,7 +46,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 30e1bbe0..76e01dbc 100644 --- a/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 +++ b/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 @@ -46,7 +46,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 96a7a42b..d75d4468 100644 --- a/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 +++ b/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 @@ -46,7 +46,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 6fcebf00..259db8f0 100644 --- a/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 +++ b/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 @@ -47,7 +47,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index fbd5ff5a..fb015584 100644 --- a/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 +++ b/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 @@ -47,7 +47,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 66fb00be..35764615 100644 --- a/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 +++ b/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 @@ -47,7 +47,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index fded4fb9..336b339b 100644 --- a/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 +++ b/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 @@ -47,7 +47,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 184b9670..e0eefd81 100644 --- a/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 +++ b/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 @@ -55,7 +55,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 486d24f1..b3f8f064 100644 --- a/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 +++ b/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 @@ -55,7 +55,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 92bab993..4965aba2 100644 --- a/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 +++ b/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 @@ -55,7 +55,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index ac5f8a4b..b1436117 100644 --- a/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 +++ b/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 @@ -55,7 +55,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index d8d6bc3b..d9383655 100644 --- a/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 +++ b/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 @@ -38,7 +38,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 226fb19f..2f181da7 100644 --- a/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 +++ b/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 @@ -38,7 +38,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 2b8ef921..1b7745c2 100644 --- a/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 +++ b/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 @@ -38,7 +38,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index cd631ec9..61ffbcf6 100644 --- a/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 +++ b/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 @@ -38,7 +38,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index a43a14b1..1f5cfc96 100644 --- a/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 +++ b/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 @@ -46,7 +46,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index bbd5cb33..60202b35 100644 --- a/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 +++ b/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 @@ -46,7 +46,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index b6765f39..9b7f8efb 100644 --- a/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 +++ b/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 @@ -46,7 +46,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 44eda978..6c9a4bc6 100644 --- a/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 +++ b/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 @@ -46,7 +46,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index cb7eef17..7a6424d0 100644 --- a/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 +++ b/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 @@ -47,7 +47,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 2adf275c..b09f0058 100644 --- a/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 +++ b/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 @@ -47,7 +47,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index dc1e6d13..c1558c73 100644 --- a/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 +++ b/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 @@ -47,7 +47,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 81a128f6..bca53e17 100644 --- a/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 +++ b/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 @@ -47,7 +47,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 54d3e256..063f86d9 100644 --- a/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 +++ b/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 @@ -55,7 +55,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index d798216b..9990282b 100644 --- a/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 +++ b/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 @@ -55,7 +55,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 3e4ae8f6..d4d1d2bb 100644 --- a/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 +++ b/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 @@ -55,7 +55,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 6abb671e..aae656f6 100644 --- a/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 +++ b/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 @@ -55,7 +55,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 455835c7..aab7564b 100644 --- a/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 +++ b/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 @@ -38,7 +38,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 7e5d7df0..f4d47ec3 100644 --- a/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 +++ b/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 @@ -38,7 +38,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 96b5a301..02a62449 100644 --- a/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 +++ b/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 @@ -38,7 +38,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index a7b05dfa..4ee96da6 100644 --- a/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 +++ b/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 @@ -38,7 +38,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index dfed9250..b2074780 100644 --- a/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 +++ b/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 @@ -46,7 +46,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index a83551f6..22f7dfa9 100644 --- a/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 +++ b/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 @@ -46,7 +46,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 5a98c766..62e477ed 100644 --- a/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 +++ b/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 @@ -46,7 +46,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index b49d8787..18c7d0b9 100644 --- a/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 +++ b/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 @@ -46,7 +46,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 2f739641..bb6017a4 100644 --- a/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 +++ b/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 @@ -47,7 +47,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 0321be0b..f6309865 100644 --- a/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 +++ b/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 @@ -47,7 +47,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index baaf1e6e..04f4e4b4 100644 --- a/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 +++ b/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 @@ -47,7 +47,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 7cba8fa2..089db70f 100644 --- a/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 +++ b/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 @@ -47,7 +47,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index dd243c70..13d3b8b2 100644 --- a/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 +++ b/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 @@ -55,7 +55,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 341c044c..9381b041 100644 --- a/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 +++ b/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 @@ -55,7 +55,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 5f6a8aaf..f0fffb84 100644 --- a/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 +++ b/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 @@ -55,7 +55,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 862f96eb..1a3d67f0 100644 --- a/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 +++ b/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 @@ -55,7 +55,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index cf8849ae..1e31498c 100644 --- a/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 +++ b/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 @@ -59,7 +59,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 67631f52..f5393f5c 100644 --- a/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 +++ b/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 @@ -59,7 +59,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index a94c6565..bb3caa60 100644 --- a/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 +++ b/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 @@ -59,7 +59,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 8fccb8d8..1b4d23b5 100644 --- a/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 +++ b/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 @@ -59,7 +59,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 23db33fd..06bfdf88 100644 --- a/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 +++ b/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 @@ -67,7 +67,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 0d076d19..d70be0c5 100644 --- a/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 +++ b/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 @@ -67,7 +67,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 590f7954..4091cf23 100644 --- a/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 +++ b/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 @@ -67,7 +67,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index f3f2bd32..b158faff 100644 --- a/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 +++ b/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 @@ -67,7 +67,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 0c80b85e..177a3ce2 100644 --- a/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 +++ b/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 @@ -72,7 +72,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index a232d724..974de135 100644 --- a/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 +++ b/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 @@ -72,7 +72,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 0f9b7d4e..dc9a7142 100644 --- a/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 +++ b/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 @@ -72,7 +72,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index fc73717e..34ab735c 100644 --- a/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 +++ b/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 @@ -72,7 +72,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 451b54b7..3da5b6c6 100644 --- a/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 +++ b/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 @@ -81,7 +81,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 68450b6a..5c19ba68 100644 --- a/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 +++ b/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 @@ -81,7 +81,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index c5c17f2e..59f0cb92 100644 --- a/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 +++ b/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 @@ -81,7 +81,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index c41dfbbc..05f39e1c 100644 --- a/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 +++ b/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 @@ -81,7 +81,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 97b2e629..f7d4fa92 100644 --- a/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 +++ b/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 @@ -59,7 +59,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 48192409..d82615db 100644 --- a/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 +++ b/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 @@ -59,7 +59,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 57f7bc50..e8c28537 100644 --- a/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 +++ b/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 @@ -59,7 +59,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index d5a9b659..da8ee791 100644 --- a/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 +++ b/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 @@ -59,7 +59,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 811c2b86..af4b2af7 100644 --- a/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 +++ b/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 @@ -67,7 +67,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 3db47269..e72a7358 100644 --- a/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 +++ b/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 @@ -67,7 +67,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 0e293a9d..a4f16de7 100644 --- a/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 +++ b/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 @@ -67,7 +67,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 8f2a923b..d18981c0 100644 --- a/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 +++ b/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 @@ -67,7 +67,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index ed4a1db5..dca70bba 100644 --- a/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 +++ b/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 @@ -72,7 +72,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index f6b20f19..03509d17 100644 --- a/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 +++ b/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 @@ -72,7 +72,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index d3fc9450..8011627e 100644 --- a/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 +++ b/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 @@ -72,7 +72,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index cdea82b0..81f307f2 100644 --- a/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 +++ b/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 @@ -72,7 +72,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 76712b76..a18b714d 100644 --- a/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 +++ b/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 @@ -81,7 +81,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index f3417690..784e0309 100644 --- a/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 +++ b/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 @@ -81,7 +81,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 7adedfb8..07c85799 100644 --- a/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 +++ b/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 @@ -81,7 +81,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index b4a0b711..17393dbf 100644 --- a/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 +++ b/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 @@ -81,7 +81,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 0fd377ae..fc21ddee 100644 --- a/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 +++ b/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 @@ -62,7 +62,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index a1962e2b..077de390 100644 --- a/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 +++ b/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 @@ -62,7 +62,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index e0f62738..4c095b7e 100644 --- a/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 +++ b/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 @@ -62,7 +62,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 1806f45d..d279e7b7 100644 --- a/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 +++ b/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 @@ -62,7 +62,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index ae196207..065c0a32 100644 --- a/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 +++ b/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 @@ -70,7 +70,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index c753bdab..bae9cb0d 100644 --- a/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 +++ b/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 @@ -70,7 +70,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index caac85b6..004ba92a 100644 --- a/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 +++ b/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 @@ -70,7 +70,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index c3b2428d..3ccc602a 100644 --- a/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 +++ b/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 @@ -70,7 +70,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 4c8ccacd..71138c29 100644 --- a/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 +++ b/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 @@ -75,7 +75,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 4d702119..076f5f17 100644 --- a/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 +++ b/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 @@ -75,7 +75,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index d032770a..942ddaeb 100644 --- a/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 +++ b/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 @@ -75,7 +75,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 802ea2f6..15df69ef 100644 --- a/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 +++ b/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 @@ -75,7 +75,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index f3873e38..f576f906 100644 --- a/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 +++ b/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 @@ -84,7 +84,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 475184c3..db6d99d7 100644 --- a/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 +++ b/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 @@ -84,7 +84,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 49ff0c23..e5d028d4 100644 --- a/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 +++ b/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 @@ -84,7 +84,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 3fa3f0b6..d22904db 100644 --- a/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 +++ b/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 @@ -84,7 +84,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 2ba188ae..8e0816bb 100644 --- a/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 +++ b/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 @@ -62,7 +62,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 09477df8..1a2d1801 100644 --- a/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 +++ b/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 @@ -62,7 +62,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 85426d61..2fd2addd 100644 --- a/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 +++ b/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 @@ -62,7 +62,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 0d1f3512..3e8c9c11 100644 --- a/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 +++ b/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 @@ -62,7 +62,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index a4700167..c1f298c7 100644 --- a/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 +++ b/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 @@ -70,7 +70,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 19104638..5422735d 100644 --- a/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 +++ b/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 @@ -70,7 +70,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 7ee0c1e3..fadfd60a 100644 --- a/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 +++ b/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 @@ -70,7 +70,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 51d6fe2a..ce407a72 100644 --- a/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 +++ b/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 @@ -70,7 +70,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 7157d4af..f4d54ea4 100644 --- a/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 +++ b/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 @@ -75,7 +75,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 480f10dc..2e0fdb78 100644 --- a/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 +++ b/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 @@ -75,7 +75,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 82c40019..2603b718 100644 --- a/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 +++ b/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 @@ -75,7 +75,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index b1ce0468..2b1aa86a 100644 --- a/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 +++ b/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 @@ -75,7 +75,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 541612d8..e264c9bd 100644 --- a/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 +++ b/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 @@ -84,7 +84,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 99bf7b42..86a327c1 100644 --- a/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 +++ b/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 @@ -84,7 +84,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index f9e889e2..03ac412b 100644 --- a/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 +++ b/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 @@ -84,7 +84,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 22faaab6..65e6f41f 100644 --- a/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 +++ b/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 @@ -84,7 +84,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index b7f18219..08910def 100644 --- a/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 +++ b/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 @@ -59,7 +59,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 5a19befc..0e5ad0dd 100644 --- a/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 +++ b/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 @@ -59,7 +59,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 0cd3912b..60c53485 100644 --- a/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 +++ b/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 @@ -59,7 +59,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index ff521986..f2fe1981 100644 --- a/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 +++ b/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 @@ -59,7 +59,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 75caa9b5..41c8add7 100644 --- a/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 +++ b/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 @@ -67,7 +67,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 0f108789..7b4ed306 100644 --- a/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 +++ b/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 @@ -67,7 +67,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 1798d21b..3d6e7334 100644 --- a/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 +++ b/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 @@ -67,7 +67,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 2391ca9d..9f28ef55 100644 --- a/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 +++ b/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 @@ -67,7 +67,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index b55ba70f..f5a5b960 100644 --- a/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 +++ b/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 @@ -72,7 +72,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 45219ad3..0d7fac38 100644 --- a/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 +++ b/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 @@ -72,7 +72,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 8750065e..b56959a7 100644 --- a/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 +++ b/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 @@ -72,7 +72,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index cece7f71..d0d28f0b 100644 --- a/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 +++ b/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 @@ -72,7 +72,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index f95333e8..ead420d0 100644 --- a/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 +++ b/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 @@ -81,7 +81,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index efe37658..fa96e862 100644 --- a/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 +++ b/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 @@ -81,7 +81,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index bc5ed6cb..b4ebcf16 100644 --- a/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 +++ b/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 @@ -81,7 +81,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 5b54f4d8..5e2aec68 100644 --- a/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 +++ b/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 @@ -81,7 +81,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index f61372f6..fefd45a2 100644 --- a/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 +++ b/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 @@ -59,7 +59,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 732f85ec..3a667049 100644 --- a/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 +++ b/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 @@ -59,7 +59,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index c1747af5..01b1d598 100644 --- a/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 +++ b/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 @@ -59,7 +59,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 2a3a5464..d9cbaa6d 100644 --- a/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 +++ b/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 @@ -59,7 +59,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 1075ae71..af9f1c3d 100644 --- a/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 +++ b/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 @@ -67,7 +67,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 429140cd..97bca5ad 100644 --- a/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 +++ b/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 @@ -67,7 +67,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 0f3a2ba8..46bc9159 100644 --- a/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 +++ b/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 @@ -67,7 +67,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index af3837e1..2748c214 100644 --- a/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 +++ b/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 @@ -67,7 +67,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 5eb4675a..47bbdb40 100644 --- a/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 +++ b/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 @@ -72,7 +72,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 9a5421fb..8bd4a1e1 100644 --- a/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 +++ b/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 @@ -72,7 +72,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 485e2843..b9b48d05 100644 --- a/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 +++ b/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 @@ -72,7 +72,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 03294970..f859031f 100644 --- a/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 +++ b/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 @@ -72,7 +72,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 940ee960..8265ba96 100644 --- a/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 +++ b/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 @@ -81,7 +81,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 2ba58cd2..f5517fb2 100644 --- a/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 +++ b/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 @@ -81,7 +81,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index dcd529d3..da05e98b 100644 --- a/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 +++ b/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 @@ -81,7 +81,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 6d608ab7..cb73d996 100644 --- a/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 +++ b/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 @@ -81,7 +81,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index cb224da9..d0ec189d 100644 --- a/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 +++ b/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 @@ -62,7 +62,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 835fd646..6cc83613 100644 --- a/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 +++ b/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 @@ -62,7 +62,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index c2c46ee3..653df808 100644 --- a/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 +++ b/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 @@ -62,7 +62,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 7080d5b7..cf3be3b8 100644 --- a/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 +++ b/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 @@ -62,7 +62,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 49ac7783..edd04b6a 100644 --- a/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 +++ b/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 @@ -70,7 +70,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index f076652f..4d0a318b 100644 --- a/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 +++ b/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 @@ -70,7 +70,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 00415fc1..5eb937b2 100644 --- a/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 +++ b/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 @@ -70,7 +70,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index b2e10695..43bc5db8 100644 --- a/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 +++ b/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 @@ -70,7 +70,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index a1fdcfad..e31393ae 100644 --- a/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 +++ b/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 @@ -75,7 +75,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index f8db30b5..de1ca373 100644 --- a/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 +++ b/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 @@ -75,7 +75,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 1308061c..9dc10d07 100644 --- a/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 +++ b/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 @@ -75,7 +75,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index c8f0e628..f8fbbc2d 100644 --- a/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 +++ b/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 @@ -75,7 +75,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 595559e2..d0354721 100644 --- a/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 +++ b/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 @@ -84,7 +84,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 639d6d26..8bbe369e 100644 --- a/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 +++ b/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 @@ -84,7 +84,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 5141f8da..4861ce74 100644 --- a/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 +++ b/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 @@ -84,7 +84,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 52e37a39..4d0fd697 100644 --- a/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 +++ b/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 @@ -84,7 +84,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 044dfc53..8492a992 100644 --- a/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 +++ b/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 @@ -62,7 +62,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 44e5e58f..3729eddd 100644 --- a/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 +++ b/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 @@ -62,7 +62,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 80e88008..289b39e2 100644 --- a/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 +++ b/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 @@ -62,7 +62,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index d457eb96..662b97cf 100644 --- a/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 +++ b/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 @@ -62,7 +62,7 @@ def branin_moo(x1, x2): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 7dd6e8bf..02a01ac7 100644 --- a/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 +++ b/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 @@ -70,7 +70,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 23a3e558..fb1fb201 100644 --- a/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 +++ b/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 @@ -70,7 +70,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index b660d495..4220c96a 100644 --- a/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 +++ b/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 @@ -70,7 +70,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 9106abcf..07d17697 100644 --- a/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 +++ b/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 @@ -70,7 +70,7 @@ def branin_moo(x1, x2, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index c5d88b63..5e3439a1 100644 --- a/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 +++ b/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 @@ -75,7 +75,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 64330c43..d80e800c 100644 --- a/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 +++ b/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 @@ -75,7 +75,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 59d0bb22..611a5af9 100644 --- a/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 +++ b/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 @@ -75,7 +75,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 2780cfa9..c8e5f8d5 100644 --- a/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 +++ b/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 @@ -75,7 +75,7 @@ def branin3_moo(x1, x2, x3): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 53f6d588..93041eff 100644 --- a/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 +++ b/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 @@ -84,7 +84,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 25e90401..0ecb3c87 100644 --- a/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 +++ b/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 @@ -84,7 +84,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 585b0bd5..90715ca1 100644 --- a/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 +++ b/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 @@ -84,7 +84,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 89410847..84734445 100644 --- a/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 +++ b/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 @@ -84,7 +84,7 @@ def branin3_moo(x1, x2, x3, c1): model=Models.FULLYBAYESIANMOO, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 1f51ccb9..d334f8f6 100644 --- a/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 +++ b/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 @@ -30,7 +30,7 @@ def branin(x1, x2): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 065e18c6..6f8ecdf2 100644 --- a/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 +++ b/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 @@ -30,7 +30,7 @@ def branin(x1, x2): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 03a676ec..c06793df 100644 --- a/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 +++ b/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 @@ -34,7 +34,7 @@ def branin(x1, x2, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index afff4ac6..65f62e3f 100644 --- a/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 +++ b/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 @@ -34,7 +34,7 @@ def branin(x1, x2, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 0fcd505b..ee9e436b 100644 --- a/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 +++ b/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 @@ -37,7 +37,7 @@ def branin3(x1, x2, x3): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 1e731e2e..a5ee3d15 100644 --- a/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 +++ b/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 @@ -37,7 +37,7 @@ def branin3(x1, x2, x3): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 215640f4..4f9ad836 100644 --- a/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 +++ b/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 @@ -41,7 +41,7 @@ def branin3(x1, x2, x3, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 7f184495..2556fbd9 100644 --- a/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 +++ b/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 @@ -41,7 +41,7 @@ def branin3(x1, x2, x3, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 40240c45..0860e924 100644 --- a/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 +++ b/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 @@ -30,7 +30,7 @@ def branin(x1, x2): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 4c5766af..2bd702d4 100644 --- a/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 +++ b/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 @@ -30,7 +30,7 @@ def branin(x1, x2): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 3e4a6d50..d076a638 100644 --- a/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 +++ b/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 @@ -34,7 +34,7 @@ def branin(x1, x2, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index e0fdc426..029e63e2 100644 --- a/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 +++ b/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 @@ -34,7 +34,7 @@ def branin(x1, x2, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index d96b7a15..c953c2a6 100644 --- a/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 +++ b/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 @@ -37,7 +37,7 @@ def branin3(x1, x2, x3): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index cfacd203..7515891d 100644 --- a/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 +++ b/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 @@ -37,7 +37,7 @@ def branin3(x1, x2, x3): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index bd597270..f3891501 100644 --- a/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 +++ b/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 @@ -41,7 +41,7 @@ def branin3(x1, x2, x3, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 3fef4a39..7f2fe986 100644 --- a/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 +++ b/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 @@ -41,7 +41,7 @@ def branin3(x1, x2, x3, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index af60e3f4..c662ff65 100644 --- a/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 +++ b/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 @@ -30,7 +30,7 @@ def branin(x1, x2): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 8947b696..708c2ab8 100644 --- a/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 +++ b/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 @@ -30,7 +30,7 @@ def branin(x1, x2): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 8bab6e35..b7332c5e 100644 --- a/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 +++ b/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 @@ -34,7 +34,7 @@ def branin(x1, x2, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index a0233dc2..751ed64f 100644 --- a/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 +++ b/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 @@ -34,7 +34,7 @@ def branin(x1, x2, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index d93cb7bb..55d808a2 100644 --- a/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 +++ b/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 @@ -37,7 +37,7 @@ def branin3(x1, x2, x3): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 820b2562..f34d68fc 100644 --- a/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 +++ b/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 @@ -37,7 +37,7 @@ def branin3(x1, x2, x3): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 6e7c3272..2de7603a 100644 --- a/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 +++ b/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 @@ -41,7 +41,7 @@ def branin3(x1, x2, x3, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index f1eac028..a97a8e78 100644 --- a/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 +++ b/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 @@ -41,7 +41,7 @@ def branin3(x1, x2, x3, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index a9dbcbee..7666e39c 100644 --- a/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 +++ b/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 @@ -30,7 +30,7 @@ def branin(x1, x2): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 7cc2fcb4..ac111288 100644 --- a/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 +++ b/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 @@ -30,7 +30,7 @@ def branin(x1, x2): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index c9af2329..62be1172 100644 --- a/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 +++ b/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 @@ -34,7 +34,7 @@ def branin(x1, x2, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index e9cb39c6..eefbc28e 100644 --- a/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 +++ b/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 @@ -34,7 +34,7 @@ def branin(x1, x2, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index c383f1db..7cd39ea8 100644 --- a/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 +++ b/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 @@ -37,7 +37,7 @@ def branin3(x1, x2, x3): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 1046d271..f035e728 100644 --- a/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 +++ b/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 @@ -37,7 +37,7 @@ def branin3(x1, x2, x3): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 939a4037..93876677 100644 --- a/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 +++ b/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 @@ -41,7 +41,7 @@ def branin3(x1, x2, x3, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 884ea7a3..1319ec01 100644 --- a/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 +++ b/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 @@ -41,7 +41,7 @@ def branin3(x1, x2, x3, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index e106552a..20266faa 100644 --- a/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 +++ b/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 @@ -30,7 +30,7 @@ def branin(x1, x2): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index e359c773..19f76c7b 100644 --- a/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 +++ b/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 @@ -30,7 +30,7 @@ def branin(x1, x2): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 4c2a129d..6304699b 100644 --- a/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 +++ b/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 @@ -34,7 +34,7 @@ def branin(x1, x2, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 7de71b02..5736d1b6 100644 --- a/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 +++ b/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 @@ -34,7 +34,7 @@ def branin(x1, x2, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index d5839053..243e2b02 100644 --- a/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 +++ b/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 @@ -37,7 +37,7 @@ def branin3(x1, x2, x3): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index aad8acdf..8305c240 100644 --- a/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 +++ b/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 @@ -37,7 +37,7 @@ def branin3(x1, x2, x3): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 7c2e8744..72014fd2 100644 --- a/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 +++ b/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 @@ -41,7 +41,7 @@ def branin3(x1, x2, x3, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index a6005129..c109f122 100644 --- a/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 +++ b/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 @@ -41,7 +41,7 @@ def branin3(x1, x2, x3, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 1a0675f9..189d0141 100644 --- a/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 +++ b/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 @@ -30,7 +30,7 @@ def branin(x1, x2): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 3aa66bb2..018d9f7f 100644 --- a/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 +++ b/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 @@ -30,7 +30,7 @@ def branin(x1, x2): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index a29d50a6..9190890f 100644 --- a/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 +++ b/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 @@ -34,7 +34,7 @@ def branin(x1, x2, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index a38970aa..45e1449d 100644 --- a/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 +++ b/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 @@ -34,7 +34,7 @@ def branin(x1, x2, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 940a1cf7..9d3bf67c 100644 --- a/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 +++ b/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 @@ -37,7 +37,7 @@ def branin3(x1, x2, x3): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index b185baff..148224db 100644 --- a/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 +++ b/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 @@ -37,7 +37,7 @@ def branin3(x1, x2, x3): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index a0f954ac..290dd053 100644 --- a/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 +++ b/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 @@ -41,7 +41,7 @@ def branin3(x1, x2, x3, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index dea8829d..f65ea6fd 100644 --- a/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 +++ b/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 @@ -41,7 +41,7 @@ def branin3(x1, x2, x3, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 745cfd0a..070d6cf0 100644 --- a/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 +++ b/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 @@ -30,7 +30,7 @@ def branin(x1, x2): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index b8491d35..38ed2dc7 100644 --- a/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 +++ b/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 @@ -30,7 +30,7 @@ def branin(x1, x2): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 264dec99..c6ae6f8f 100644 --- a/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 +++ b/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 @@ -34,7 +34,7 @@ def branin(x1, x2, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index d8426948..663de6cd 100644 --- a/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 +++ b/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 @@ -34,7 +34,7 @@ def branin(x1, x2, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 47aaf9f6..f05c6c13 100644 --- a/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 +++ b/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 @@ -37,7 +37,7 @@ def branin3(x1, x2, x3): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 3bdae9df..bb075fd6 100644 --- a/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 +++ b/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 @@ -37,7 +37,7 @@ def branin3(x1, x2, x3): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 286e9edb..68e685ba 100644 --- a/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 +++ b/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 @@ -41,7 +41,7 @@ def branin3(x1, x2, x3, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index ba300779..c7994461 100644 --- a/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 +++ b/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 @@ -41,7 +41,7 @@ def branin3(x1, x2, x3, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index e63cb09e..b923d07e 100644 --- a/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 +++ b/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 @@ -30,7 +30,7 @@ def branin(x1, x2): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 2cc5104a..7c273643 100644 --- a/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 +++ b/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 @@ -30,7 +30,7 @@ def branin(x1, x2): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index cfd3294a..9c8ce875 100644 --- a/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 +++ b/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 @@ -34,7 +34,7 @@ def branin(x1, x2, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 830aa55d..bc7e8b32 100644 --- a/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 +++ b/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 @@ -34,7 +34,7 @@ def branin(x1, x2, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 69d6aa9f..516b15b7 100644 --- a/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 +++ b/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 @@ -37,7 +37,7 @@ def branin3(x1, x2, x3): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index c8848ba8..637e093d 100644 --- a/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 +++ b/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 @@ -37,7 +37,7 @@ def branin3(x1, x2, x3): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 2503c39b..feab1fdf 100644 --- a/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 +++ b/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 @@ -41,7 +41,7 @@ def branin3(x1, x2, x3, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 4d0457ee..a605911b 100644 --- a/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 +++ b/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 @@ -41,7 +41,7 @@ def branin3(x1, x2, x3, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 4303521b..104abf3d 100644 --- a/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 +++ b/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 @@ -51,7 +51,7 @@ def branin(x1, x2): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 213fe7f9..f4a0f355 100644 --- a/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 +++ b/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 @@ -51,7 +51,7 @@ def branin(x1, x2): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 6bc71bbe..50aa23bd 100644 --- a/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 +++ b/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 @@ -55,7 +55,7 @@ def branin(x1, x2, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 46530892..45cc4f0f 100644 --- a/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 +++ b/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 @@ -55,7 +55,7 @@ def branin(x1, x2, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 717a5c01..dd51676a 100644 --- a/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 +++ b/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 @@ -60,7 +60,7 @@ def branin3(x1, x2, x3): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index e6018dc8..12912602 100644 --- a/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 +++ b/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 @@ -60,7 +60,7 @@ def branin3(x1, x2, x3): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index ebe91e66..160f04c0 100644 --- a/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 +++ b/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 @@ -66,7 +66,7 @@ def branin3(x1, x2, x3, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 40b39bda..656cef29 100644 --- a/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 +++ b/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 @@ -66,7 +66,7 @@ def branin3(x1, x2, x3, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 46e2aaa0..06e7bee8 100644 --- a/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 +++ b/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 @@ -51,7 +51,7 @@ def branin(x1, x2): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 99f07ce6..c30db602 100644 --- a/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 +++ b/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 @@ -51,7 +51,7 @@ def branin(x1, x2): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index ba9910bf..26e4a15b 100644 --- a/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 +++ b/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 @@ -55,7 +55,7 @@ def branin(x1, x2, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 12d05b2d..8ec44073 100644 --- a/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 +++ b/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 @@ -55,7 +55,7 @@ def branin(x1, x2, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index bc503f33..afd42084 100644 --- a/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 +++ b/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 @@ -60,7 +60,7 @@ def branin3(x1, x2, x3): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index a6c83563..f8d5b390 100644 --- a/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 +++ b/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 @@ -60,7 +60,7 @@ def branin3(x1, x2, x3): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 7ac9609b..53143123 100644 --- a/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 +++ b/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 @@ -66,7 +66,7 @@ def branin3(x1, x2, x3, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index cbb36100..4f82d96b 100644 --- a/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 +++ b/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 @@ -66,7 +66,7 @@ def branin3(x1, x2, x3, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index e74f8969..0fb6a037 100644 --- a/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 +++ b/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 @@ -54,7 +54,7 @@ def branin(x1, x2): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 8f4ff0cc..1c12c9da 100644 --- a/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 +++ b/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 @@ -54,7 +54,7 @@ def branin(x1, x2): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 5f12d704..21e1d89a 100644 --- a/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 +++ b/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 @@ -58,7 +58,7 @@ def branin(x1, x2, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index a594904e..79484a7a 100644 --- a/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 +++ b/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 @@ -58,7 +58,7 @@ def branin(x1, x2, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 9c57cbed..8ecf7b39 100644 --- a/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 +++ b/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 @@ -63,7 +63,7 @@ def branin3(x1, x2, x3): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 6902d11a..8648319c 100644 --- a/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 +++ b/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 @@ -63,7 +63,7 @@ def branin3(x1, x2, x3): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 59433a79..7d9793b2 100644 --- a/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 +++ b/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 @@ -69,7 +69,7 @@ def branin3(x1, x2, x3, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 811aa68a..375e2380 100644 --- a/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 +++ b/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 @@ -69,7 +69,7 @@ def branin3(x1, x2, x3, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index e50f2e62..57362724 100644 --- a/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 +++ b/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 @@ -54,7 +54,7 @@ def branin(x1, x2): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 13c777ae..d289229c 100644 --- a/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 +++ b/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 @@ -54,7 +54,7 @@ def branin(x1, x2): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index c10968e1..8111b2c3 100644 --- a/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 +++ b/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 @@ -58,7 +58,7 @@ def branin(x1, x2, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index ef7ce092..cda52b38 100644 --- a/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 +++ b/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 @@ -58,7 +58,7 @@ def branin(x1, x2, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index da08c0bf..c3dece72 100644 --- a/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 +++ b/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 @@ -63,7 +63,7 @@ def branin3(x1, x2, x3): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 8048a06f..2b54a41d 100644 --- a/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 +++ b/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 @@ -63,7 +63,7 @@ def branin3(x1, x2, x3): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index de834d67..164a4f83 100644 --- a/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 +++ b/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 @@ -69,7 +69,7 @@ def branin3(x1, x2, x3, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 89265544..f4f12067 100644 --- a/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 +++ b/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 @@ -69,7 +69,7 @@ def branin3(x1, x2, x3, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index e9766969..b8022833 100644 --- a/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 +++ b/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 @@ -51,7 +51,7 @@ def branin(x1, x2): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 03baee3f..2936efea 100644 --- a/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 +++ b/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 @@ -51,7 +51,7 @@ def branin(x1, x2): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 14c3e163..d4b97249 100644 --- a/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 +++ b/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 @@ -55,7 +55,7 @@ def branin(x1, x2, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 1603cbcc..b4849f61 100644 --- a/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 +++ b/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 @@ -55,7 +55,7 @@ def branin(x1, x2, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index a04ad759..0fa73c51 100644 --- a/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 +++ b/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 @@ -60,7 +60,7 @@ def branin3(x1, x2, x3): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 05f8ec09..ce4c42eb 100644 --- a/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 +++ b/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 @@ -60,7 +60,7 @@ def branin3(x1, x2, x3): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 1fe451df..e068d538 100644 --- a/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 +++ b/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 @@ -66,7 +66,7 @@ def branin3(x1, x2, x3, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index a6a6b817..bdb5f410 100644 --- a/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 +++ b/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 @@ -66,7 +66,7 @@ def branin3(x1, x2, x3, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 08bd3bbf..11fcbfee 100644 --- a/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 +++ b/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 @@ -51,7 +51,7 @@ def branin(x1, x2): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index c530913a..c7c91863 100644 --- a/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 +++ b/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 @@ -51,7 +51,7 @@ def branin(x1, x2): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 21a293fb..618720c2 100644 --- a/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 +++ b/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 @@ -55,7 +55,7 @@ def branin(x1, x2, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 9b6a1c01..0632c7c6 100644 --- a/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 +++ b/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 @@ -55,7 +55,7 @@ def branin(x1, x2, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index d27a652c..c575d88a 100644 --- a/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 +++ b/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 @@ -60,7 +60,7 @@ def branin3(x1, x2, x3): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index e18e511e..56644c1f 100644 --- a/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 +++ b/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 @@ -60,7 +60,7 @@ def branin3(x1, x2, x3): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index fca0f4b6..56ff3cd1 100644 --- a/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 +++ b/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 @@ -66,7 +66,7 @@ def branin3(x1, x2, x3, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 1228b601..78e49837 100644 --- a/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 +++ b/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 @@ -66,7 +66,7 @@ def branin3(x1, x2, x3, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 042e443b..05a0c4e7 100644 --- a/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 +++ b/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 @@ -54,7 +54,7 @@ def branin(x1, x2): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 3aaca7eb..c2d0820a 100644 --- a/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 +++ b/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 @@ -54,7 +54,7 @@ def branin(x1, x2): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index d9c0a0aa..292171ca 100644 --- a/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 +++ b/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 @@ -58,7 +58,7 @@ def branin(x1, x2, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 27bd005d..616a7f64 100644 --- a/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 +++ b/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 @@ -58,7 +58,7 @@ def branin(x1, x2, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 9a9f328c..071e0164 100644 --- a/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 +++ b/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 @@ -63,7 +63,7 @@ def branin3(x1, x2, x3): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 6b246c85..2b041624 100644 --- a/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 +++ b/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 @@ -63,7 +63,7 @@ def branin3(x1, x2, x3): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 9765e0b1..be9ddc3a 100644 --- a/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 +++ b/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 @@ -69,7 +69,7 @@ def branin3(x1, x2, x3, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 7a4dd575..1f2a6318 100644 --- a/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 +++ b/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 @@ -69,7 +69,7 @@ def branin3(x1, x2, x3, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index ba53594c..0acd4b36 100644 --- a/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 +++ b/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 @@ -54,7 +54,7 @@ def branin(x1, x2): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 8669cc7c..56a6e616 100644 --- a/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 +++ b/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 @@ -54,7 +54,7 @@ def branin(x1, x2): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 0ad484a1..8f2b9d4e 100644 --- a/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 +++ b/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 @@ -58,7 +58,7 @@ def branin(x1, x2, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index f18f9a05..ed435e0d 100644 --- a/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 +++ b/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 @@ -58,7 +58,7 @@ def branin(x1, x2, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 0f32130a..bd1660a2 100644 --- a/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 +++ b/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 @@ -63,7 +63,7 @@ def branin3(x1, x2, x3): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index d1f65af7..a76e1051 100644 --- a/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 +++ b/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 @@ -63,7 +63,7 @@ def branin3(x1, x2, x3): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index 90590018..413fac6d 100644 --- a/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 +++ b/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 @@ -69,7 +69,7 @@ def branin3(x1, x2, x3, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/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 b/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 index eb79d14d..6a66325c 100644 --- a/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 +++ b/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 @@ -69,7 +69,7 @@ def branin3(x1, x2, x3, c1): model=Models.FULLYBAYESIAN, num_trials=-1, max_parallelism=3, - model_kwargs={"num_samples": 256, "warmup_steps": 512}, + model_kwargs={"num_samples": 1024, "warmup_steps": 1024}, ), ] ) diff --git a/docs/honegumi.html b/docs/honegumi.html index 6ad4b6a7..fb9d0b3e 100644 --- a/docs/honegumi.html +++ b/docs/honegumi.html @@ -10,7 +10,7 @@