PyMC Files

What's Changed

Major Changes 🛠

• Remove deprecated functionality by @ricardoV94 in https://github.com/pymc-devs/pymc/pull/7822
• Among others, MutableData, ConstantData, coords_mutable.

New Features 🎉

• Implement specialized Hurdle distribution by @ricardoV94 in https://github.com/pymc-devs/pymc/pull/7810
• Model to mermaid diagram with model_to_mermaid by @williambdean in https://github.com/pymc-devs/pymc/pull/7826
• Add vectorize_over_posterior to pymc.sampling.forward by @lucianopaz in https://github.com/pymc-devs/pymc/pull/7841
• Allow censoring Categorical distributions by @ricardoV94 in https://github.com/pymc-devs/pymc/pull/7662

Bugfixes 🪲

• Only add dim_length shared variable when adding a new coordinate by @lucianopaz in https://github.com/pymc-devs/pymc/pull/7809
• Fix issues with model graph by @ricardoV94 in https://github.com/pymc-devs/pymc/pull/7844
• Fix progressbar with nested compound step samplers by @ricardoV94 in https://github.com/pymc-devs/pymc/pull/7776

Documentation 📖

• Mention pymc-marketing in README by @williambdean in https://github.com/pymc-devs/pymc/pull/7853

Maintenance 🔧

• Allow accessing wrapped function attributes in PointFunc by @ricardoV94 in https://github.com/pymc-devs/pymc/pull/7823
• implement display method for pm.Model for builtin marimo support by @williambdean in https://github.com/pymc-devs/pymc/pull/7830
• Allow var_names to be propagated to nutpie sampler by @PabloRoque in https://github.com/pymc-devs/pymc/pull/7850
• Better guesses for why logp has RVs by @ricardoV94 in https://github.com/pymc-devs/pymc/pull/7663
• Allow debug evaling IR logp graphs by @ricardoV94 in https://github.com/pymc-devs/pymc/pull/7666

New Contributors

• @PabloRoque made their first contribution in https://github.com/pymc-devs/pymc/pull/7850

Full Changelog: https://github.com/pymc-devs/pymc/compare/v5.23.0...v5.24.0