pymc-examples
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pymc-devs
Examples of PyMC models, including a library of Jupyter notebooks.
Here is the first draft of a notebook which showcases a new PyMC distribution, `ZeroSumNormal` created by @aseyboldt. A few things to note: - ~this runs under v4 and it...
# Notebook proposal **Title**: Analysing ordinal data in PyMC ## Why should this notebook be added to pymc-examples? Ordinal outcome variables are common in many data analysis situations. Example measures...
It doesn't make much sense to work on this until https://github.com/pymc-devs/pymc/issues/5282 is resolved. After that, given the objects are listed in the versioned docs and there is already a template...
It would be very cool to have a bot comment on all PRs when opened with a reviewer checklist, similar to what we have on the PR template but focused...
File: https://github.com/pymc-devs/pymc-examples/blob/main/examples/pymc3_howto/data_container.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/dirichlet_mixture_of_multinomials.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/dp_mix.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...
Notebook url: https://github.com/pymc-devs/pymc-examples/blob/main/examples/case_studies/blackbox_external_likelihood_numpy.ipynb reviewer: oriolabril
I ran https://docs.pymc.io/ through a dead link checker and found a number of broken links on the website. Some should be fixed from the `pymc-examples` repo and some are in...
# Notebook proposal **Title**: Extension for timeseries notebooks to plot_ts for out of sample predictions ## Why should this notebook be added to pymc-examples? Because up to now all the...
