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‎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 ‎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

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"<a href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs\\generated_notebooks\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"><img alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"></a>"
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" obj1_name: ObjectiveProperties(minimize=True),\n",
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" obj2_name: ObjectiveProperties(minimize=True),\n",
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" },\n",
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" parameter_constraints=[\n",
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" \"x1 + x2 <= 15.0\", # example of a sum constraint\n",
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‎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 ‎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

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"<a href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs\\generated_notebooks\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"><img alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"></a>"
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" obj1_name: ObjectiveProperties(minimize=True),\n",
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" obj2_name: ObjectiveProperties(minimize=True),\n",
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" parameter_constraints=[\n",
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" \"x1 + x2 <= 15.0\", # example of a sum constraint\n",
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‎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 ‎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

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"<a href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs\\generated_notebooks\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-batch.ipynb\"><img alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"></a>"
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" obj1_name: ObjectiveProperties(minimize=True, threshold=25.0),\n",
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" obj2_name: ObjectiveProperties(minimize=True, threshold=15.0),\n",
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" },\n",
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" parameter_constraints=[\n",
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" \"x1 + x2 <= 15.0\", # example of a sum constraint\n",
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" ],\n",
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")\n",
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"\n",

‎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 ‎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

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"<a href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs\\generated_notebooks\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-True+synchrony-single.ipynb\"><img alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"></a>"
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" obj1_name: ObjectiveProperties(minimize=True, threshold=25.0),\n",
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" obj2_name: ObjectiveProperties(minimize=True, threshold=15.0),\n",
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" },\n",
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" \"x1 + x2 <= 15.0\", # example of a sum constraint\n",
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‎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 ‎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

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"<a href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs\\generated_notebooks\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-batch.ipynb\"><img alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"></a>"
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" obj1_name: ObjectiveProperties(minimize=True),\n",
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" obj2_name: ObjectiveProperties(minimize=True),\n",
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" },\n",
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" parameter_constraints=[\n",
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" \"x1 + x2 <= 15.0\", # example of a sum constraint\n",
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" ],\n",
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")\n",
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"\n",
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"\n",

‎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 ‎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

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"<a href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs\\generated_notebooks\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-False+synchrony-single.ipynb\"><img alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"></a>"
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" obj1_name: ObjectiveProperties(minimize=True),\n",
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" obj2_name: ObjectiveProperties(minimize=True),\n",
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" },\n",
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" parameter_constraints=[\n",
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" \"x1 + x2 <= 15.0\", # example of a sum constraint\n",
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" ],\n",
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")\n",
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"\n",
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"\n",

‎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 ‎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

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"<a href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs\\generated_notebooks\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-batch.ipynb\"><img alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"></a>"
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" obj1_name: ObjectiveProperties(minimize=True, threshold=25.0),\n",
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" obj2_name: ObjectiveProperties(minimize=True, threshold=15.0),\n",
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" parameter_constraints=[\n",
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" ],\n",
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")\n",
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"\n",
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"\n",

‎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 ‎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

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"<a href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs\\generated_notebooks\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-False+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-True+custom_threshold-True+synchrony-single.ipynb\"><img alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"></a>"
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" obj1_name: ObjectiveProperties(minimize=True, threshold=25.0),\n",
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" obj2_name: ObjectiveProperties(minimize=True, threshold=15.0),\n",
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‎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 ‎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

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8+
"<a href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs\\generated_notebooks\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-batch.ipynb\"><img alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"></a>"
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" ],\n",
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‎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 ‎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

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"<a href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs\\generated_notebooks\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-False+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"><img alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"></a>"
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"<a href=\"https://colab.research.google.com/github/sgbaird/honegumi/blob/main/docs\\generated_notebooks\\ax\\objective-multi+model-FULLYBAYESIAN+custom_gen-True+existing_data-True+sum_constraint-True+order_constraint-False+linear_constraint-False+composition_constraint-False+categorical-False+custom_threshold-False+synchrony-single.ipynb\"><img alt=\"Open In Colab\" src=\"https://colab.research.google.com/assets/colab-badge.svg\"></a>"
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" obj2_name: ObjectiveProperties(minimize=True),\n",
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" },\n",
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" parameter_constraints=[\n",
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" \"x1 + x2 <= 15.0\", # example of a sum constraint\n",
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" ],\n",
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")\n",
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"# Add existing data to the AxClient\n",

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