v5.8.0

What's Changed

New Features 🎉

• Port do and observe functions from PyMC-Experimental by @juanitorduz in #6879
• Add ICAR distribution by @daniel-saunders-phil in #6831
• Add JAX implementation fol MatrixIsPositiveDefinite Op by @juanitorduz in #6853

Bugfixes 🪲

• Fix logcdf and icdf derivations for non-monotonically increasing transformations by @ricardoV94 in #6850

Documentation 📖

• Adding description to Gumbel Distribution by @amyoshino in #6810
• Update library citation by @aloctavodia in #6861
• Add install instructions for nutpie by @daniel-saunders-phil in #6862

Maintenance 🔧

• Add Model.to_graphviz shortcut by @juanitorduz in #6865
• Remove experimental warning from external nuts samplers. by @twiecki in #6887
• Bump PyTensor dependency by @ricardoV94 in #6881

Full Changelog: v5.7.2...v5.8.0