pymc-examples
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pymc-devs
Examples of PyMC models, including a library of Jupyter notebooks.
# Notebook proposal **Title**: Bayesian hypothesis testing using the Savage–Dickey method ## Why should this notebook be added to pymc-examples? We currently have _nothing_ on Bayesian hypothesis testing. I propose...
We recently decided to remove a logistic regression notebook https://github.com/pymc-devs/pymc-examples/issues/82 because it had very high overlap with a Bambi example (https://bambinos.github.io/bambi/main/notebooks/model_comparison.html) and _only_ had the Bambi code. There is obviously...
There are quite a few NBs that still need porting here in ToDo or Best Practices (v3): https://github.com/pymc-devs/pymc-examples/projects/1#card-75796525 How? Run the `scripts/rerun.py` script (https://github.com/pymc-devs/pymc-examples/blob/main/scripts/rerun.py) which attempts to auto-update the code...
File: https://github.com/pymc-devs/pymc-examples/blob/main/examples/mixture_models/marginalized_gaussian_mixture_model.ipynb Reviewers: > The sections below may still be pending. If so, the issue is still available, it simply doesn't > have specific guidance yet. Please refer to [this...
File: https://github.com/pymc-devs/pymc-examples/blob/main/examples/mixture_models/dependent_density_regression.ipynb Reviewers: > The sections below may still be pending. If so, the issue is still available, it simply doesn't > have specific guidance yet. Please refer to [this...
File: https://github.com/pymc-devs/pymc-examples/blob/main/examples/variational_inference/variational_api_quickstart.ipynb Reviewers: > The sections below may still be pending. If so, the issue is still available, it simply doesn't > have specific guidance yet. Please refer to [this...
GP Kron
File: https://github.com/pymc-devs/pymc-examples/blob/main/examples/gaussian_processes/GP-Kron.ipynb Reviewers: > The sections below may still be pending. If so, the issue is still available, it simply doesn't > have specific guidance yet. Please refer to [this...
File: https://github.com/pymc-devs/pymc-examples/blob/main/examples/variational_inference/normalizing_flows_overview.ipynb Reviewers: > The sections below may still be pending. If so, the issue is still available, it simply doesn't > have specific guidance yet. Please refer to [this...
File: https://github.com/pymc-devs/pymc-examples/blob/main/examples/variational_inference/lda-advi-aevb.ipynb Reviewers: > The sections below may still be pending. If so, the issue is still available, it simply doesn't > have specific guidance yet. Please refer to [this...
File: https://github.com/pymc-devs/pymc-examples/blob/main/examples/variational_inference/gaussian-mixture-model-advi.ipynb Reviewers: > The sections below may still be pending. If so, the issue is still available, it simply doesn't > have specific guidance yet. Please refer to [this...