pymc-examples
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pymc-devs
Examples of PyMC models, including a library of Jupyter notebooks.
**URGENT**: Update all references to the style guide. The style guide has been renamed so the link now needs to be updated from all the places where it used to...
Aims to advance https://github.com/pymc-devs/pymc-examples/issues/184 to best practices.
This PR adds a notebook example to go alongside the addition of the Generalized Extreme Value distribution to pymc v4 opened in PR https://github.com/pymc-devs/pymc/pull/5085
This pull request adds a new example notebook for Bayesian copula estimation. Work done by myself and @ericmjl . + [X] Notebook follows style guide https://docs.pymc.io/en/latest/contributing/jupyter_style.html + [ ] PR...
In addition to updating to v4, I removed the second model from the notebook. The first model already takes upward of an hour to run on a reasonably fast PC;...
# {Insert Description} + [ ] Notebook follows style guide https://docs.pymc.io/en/latest/contributing/jupyter_style.html + [ ] PR description contains a link to the relevant issue: a tracker one for existing notebooks or...
File: https://github.com/pymc-devs/pymc-examples/blob/main/examples/case_studies/bayesian_ab_testing.ipynb Reviewers: @tcuongd > 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...
File: https://github.com/pymc-devs/pymc-examples/blob/main/examples/generalized_linear_models/GLM-negative-binomial-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/bayesian_neural_network_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...
File: https://github.com/pymc-devs/pymc-examples/blob/main/examples/case_studies/probabilistic_matrix_factorization.ipynb Reviewers: @colcarroll ## Known changes needed Changes listed in this section should all be done at some point in order to get this notebook to a "Best Practices"...