pymc-examples
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pymc-devs
Examples of PyMC models, including a library of Jupyter notebooks.
## NOTE This issue is reserved for the #DataUmbrellaPyMCSprint ### References - Issue [#5460](https://github.com/pymc-devs/pymc/issues/5460) - [Jupyter style guide](https://www.pymc.io/projects/docs/en/stable/contributing/jupyter_style.html) - [Project Board](https://github.com/pymc-devs/pymc-examples/projects/1) ## List of PyMC Example Notebooks that Need to...
**References** - Towards https://github.com/pymc-devs/pymc-examples/issues/109 - References Project Board: https://github.com/pymc-devs/pymc-examples/projects/1 - [x] Notebook follows style guide https://docs.pymc.io/en/latest/contributing/jupyter_style.html - [x] PR description contains a link to the relevant issue: a tracker one...
File: https://github.com/pymc-devs/pymc-examples/blob/main/examples/generalized_linear_models/GLM-robust.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...
# Description - Towards #394 - Towards #67 (The notebook still runs on v3, so it will move to the [book style](https://github.com/pymc-devs/pymc-examples/projects/1) column, not yet to done (which is closing...
# Update GP-Latent.ipynb to V4 This notebook was previously merged (see discussion in #371) but was overwritten. This PR re-adds it.
Closes https://github.com/pymc-devs/pymc-examples/issues/272 + [x] Notebook follows style guide https://docs.pymc.io/en/latest/contributing/jupyter_style.html + [x] PR description contains a link to the relevant issue: a tracker one for existing notebooks or a proposal one...
**Notebook title**: What is A/B testing? **Notebook url**: https://github.com/pymc-devs/pymc-examples/blob/main/examples/case_studies/bayesian_ab_testing.ipynb ## Issue description In the `RevenueModel` class the `converted` object goes unused: ```python converted = pm.Binomial( "converted", n=visitors, p=theta, observed=purchased, shape=num_variants...
File: https://github.com/pymc-devs/pymc-examples/blob/main/examples/diagnostics_and_criticism/model_averaging.ipynb Reviewers: @aloctavodia > 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...
# Notebook proposal **Title**: Reinforcement Learning Model for behavioral data ## Why should this notebook be added to pymc-examples? I wrote this notebook some time ago: https://github.com/ricardoV94/stats/blob/master/modelling/RL_PyMC.ipynb and shared it...
## Issue description Building the dosc with the current versions (sphinx-gallery-0.11.0, sphinx-5.1.1) is breaking the thumbnail gallery: https://pymcio--404.org.readthedocs.build/projects/examples/en/404/gallery.html. [This build](https://readthedocs.org/projects/pymc-examples/builds/17519027/) seems to be the last working [build](https://readthedocs.org/projects/pymc-examples/builds/). Last working versions:...
