v5.6.0

What's Changed

Major Changes 🛠

• Rewrite logp graph before taking the gradient by @dehorsley in #6736
• Support automatic imputation for multivariate and symbolic distributions by @ricardoV94 in #6797

New Features 🎉

• Probabilty inference for arc transformations by @LukeLB in #6775
• Add icdf function for Cauchy and Logistic distributions by @amyoshino in #6747
• Add icdf functions for Lognormal, Half Cauchy and Half Normal distributions by @amyoshino in #6766
• Add icdf functions for Moyal, Gumbel, Triangular and Weibull distributions by @amyoshino in #6802
• Allow non-scalar measurable switch mixtures by @ricardoV94 in #6796

Bugfixes 🪲

• squeeze dim_0 dimensions for scalars away by @TimOliverMaier in #6764
• NotImplementedError for icdf of non-injective MeasurableTransforms by @ricardoV94 in #6793

Documentation 📖

• Logprob docs by @ricardoV94 in #6762
• Simplify Potential docstrings and examples by @ricardoV94 in #6772
• Fix broken link by @eeriksp in #6767
• speed-up doc building and fix several issues by @OriolAbril in #6781

Maintenance 🔧

• Removed **kwargs from sample_numpyro_nuts and sample_blackjax_nuts by @fonnesbeck in #6768
• Sponsor: add ODSC logo to README.rst by @reshamas in #6770
• Fix typos in PolyaGamma's docstring by @aleicazatti in #6672
• fixing links to images in the pymc_pytensor.ipynb notebook by @jaharvey8 in #6739
• Better coverage for float32 tests by @ferrine in #6780
• Allow creating SymbolicRandomVariables inside CustomDist by @ricardoV94 in #6805

New Contributors

• @jaharvey8 made their first contribution in #6739
• @eeriksp made their first contribution in #6767

Full Changelog: v5.5.0...v5.6.0