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Fix categories.
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examples/howto/model_builder.ipynb

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"# Using ModelBuilder class for deploying PyMC models \n",
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":::{post} Feb 22, 2023\n",
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":tags: deployment\n",
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":category: Advanced\n",
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":category: advanced\n",
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":author: Shashank Kirtania, Thomas Wiecki, Michał Raczycki\n",
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":::"
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examples/howto/model_builder.myst.md

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# Using ModelBuilder class for deploying PyMC models
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:::{post} Feb 22, 2023
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:tags: deployment
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:category: Advanced
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:category: advanced
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:author: Shashank Kirtania, Thomas Wiecki, Michał Raczycki
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:::
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examples/variational_inference/empirical-approx-overview.ipynb

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"\n",
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":::{post} Jan 13, 2023 \n",
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":tags: variational inference, approximation\n",
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":category: advaned, how-to\n",
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":category: advanced, how-to\n",
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":author: Maxim Kochurov, Raul Maldonado, Chris Fonnesbeck\n",
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":::"
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examples/variational_inference/empirical-approx-overview.myst.md

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:::{post} Jan 13, 2023
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:tags: variational inference, approximation
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:category: advaned, how-to
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:category: advanced, how-to
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:author: Maxim Kochurov, Raul Maldonado, Chris Fonnesbeck
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:::
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