pymc 5.3.0

v5.3.0

on Python PyPI

What's Changed

Major Changes 🛠

• Bump Pytensor dependency by @ricardoV94 in #6665
  • Latex and string representation of variables now uses long Distribution names x ~ N(0, 1) -> x ~ Normal(0, 1)

New Features 🎉

• Implement Model.debug() helper by @ricardoV94 in #6634
• Added ICDF for the exponential distribution by @gokuld in #6641
• Issue warning if RVs are present in derived probability graphs by @ricardoV94 in #6651

Bugfixes 🪲

• Fix bug in random function of HalfStudent by @Dhruvanshu-Joshi in #6658
• Fix dtype casting bug in icdf function by @ricardoV94 in #6669

Documentation 📖

• Fix docstrings formatting and add unnamed_distribution to glossary by @alporter08 in #6638
• Add Gitpod video to contributing page by @reshamas in #6646
• Add timestamps to list of possible contributions by @reshamas in #6623
• Improve docstrings in GP module by @daniel-saunders-phil in #6652
• Arrange distributions and sub-contents alphabetically by @Dhruvanshu-Joshi in #6653

Maintenance 🔧

• Update links to sponsor images by @reshamas in #6643
• Add type hints to distribution parameters by @iykat in #6635

New Contributors

• @alporter08 made their first contribution in #6638
• @iykat made their first contribution in #6635

Full Changelog: v5.2.0...v5.3.0