pymc 5.2.0

v5.2.0

on Python PyPI

What's Changed

Major Changes 🛠

• Rename logprob/joint_logp to logprob/basic and move logcdf and icdf functions there by @ricardoV94 in #6599

New Features 🎉

• Add HSGP Latent GP approximation by @bwengals in #6458
• Allow logcdf and icdf inference by @ricardoV94 in #6597
• Implement icdf for the uniform distribution by @michaelraczycki in #6528
• Implement icdf for the discrete uniform distribution. by @gokuld in #6617
• Infer logprob of scans with carried auxiliary states by @ricardoV94 in #6582
• Infer logprob of IfElse graphs by @ricardoV94 in #6529
• Infer logprob of elemwise transformations of multivariate variables by @ricardoV94 in #6607
• Infer logprob of SpecifyShape and CheckandRaise by @Dhruvanshu-Joshi in #6538

Documentation 📖

• Add definition of B in documentation for Beta distribution by @JoKeyser in #6604
• Fix a typo in the docstring for OrderedLogistic by @NathanielF in #6611
• Improved docstring for predictions argument in sample_posterior_predictive by @fonnesbeck in #6616

Maintenance 🔧

• Renamed internal at aliases to pt by @shreyas3156 in #6577
• Remove auto argument from pm.Deterministic docstring by @shreyas3156 in #6592
• Remove shape helper functions by @symeneses in #6556
• Give more readable error message when checking the starting values for MCMC by @Dhruvanshu-Joshi in #6632
• Improve collect_default_updates by @ricardoV94 in #6620
• Minor improvements to GitPod by @maresb in #6618

New Contributors

• @shreyas3156 made their first contribution in #6577
• @NathanielF made their first contribution in #6611
• @gokuld made their first contribution in #6617

Full Changelog: v5.1.2...v5.2.0