v5.10.1

What's Changed

New Features 🎉

• Implement periodic kernel for HSGP by @theorashid in #6877

Bugfixes 🪲

• Avoid inplace mutation in replace_rvs_by_values by @ricardoV94 in #7055

Documentation 📖

• Reorganize docs API entries by @kataev in #7030
• Remove message about JAX not being supported on Windows in installation instructions by @jackhenderson101 in #7039

Maintenance 🔧

• Better float32 sampling support for TruncatedNormal by @JasonTam in #7026

New Contributors

• @jackhenderson101 made their first contribution in #7039

Full Changelog: v5.10.0...v5.10.1

v5.10.0

What's Changed

Major Changes 🛠

• ChiSquared now returns a Gamma random variable by @wd60622 in #7007
• Remove several deprecated model properties and deprecate new ones by @ricardoV94 in #7033
• Bump Pytensor dependency to >=2.18.1,<2.19 by @ricardoV94 in #7020

New Features 🎉

• Default moment for CustomDist provided with a dist function by @aerubanov in #6873

Documentation 📖

• Fix docs formatting in shape_utils by @kataev in #7025

Maintenance 🔧

• Update CODE_OF_CONDUCT.md by @fonnesbeck in #7012
• Update devcontainer by @maresb in #7017
• Merge redundant code across logprob, pytensorf and distributions/transform by @ricardoV94 in #6976
• Use PyTensor StudentT RV by @ricardoV94 in #7028
• Update GOVERNANCE.md by @canyon289 in #7031

New Contributors

• @kataev made their first contribution in #7025

Full Changelog: v5.9.2...v5.10.0

v5.9.2

What's Changed

New Features 🎉

• Recognize alternative form of sigmoid in logprob inference by @ricardoV94 in #6978
• Allow IntervalTransform to handle dynamic infinite bounds by @ricardoV94 in #7001

Bugfixes 🪲

• Fix compute_test_value error when creating observed variables by @vandalt in #6982
• Fix memory leak in logp of transformed variables by @ricardoV94 in #6991

Documentation 📖

• fix typo in notebook about Distribution Dimensionality by @nicrie in #7005

Maintenance 🔧

• Add more missing functions to math module by @ricardoV94 in #6979

New Contributors

• @vandalt made their first contribution in #6982
• @nicrie made their first contribution in #7005

Full Changelog: v5.9.1...v5.9.2

v5.9.1

What's Changed

New Features 🎉

• Allow batched parameters in MvNormal and MvStudentT distributions by @ricardoV94 in #6897
• Logprob derivation of Max for Discrete IID distributions by @Dhruvanshu-Joshi in #6790
• Support logp derivation of power(base, rv) by @LukeLB in #6962

Bugfixes 🪲

• Make Model.str_repr robust to variables without monkey-patch by @ricardoV94 in #6942
• Fix bug in GP Periodic and WrappedPeriodic kernel full method by @lucianopaz in #6952
• Fix rejection-based truncation of scalar variables by @ricardoV94 in #6923

Documentation 📖

• Add expression for NegativeBinomial variance by @ricardoV94 in #6957

Maintenance 🔧

• Add constant and observed data to nutpie idata by @Y0dler in #6943
• Improve multinomial moment by @aerubanov in #6933
• Fix HurdleLogNormal Docstring by @amcadie in #6958
• Use numpy testing utilities instead of custom close_to* by @erik-werner in #6961
• Include more PyTensor functions in math module by @jaharvey8 in #6956
• Improve blackjax sampling integration by @junpenglao in #6963

New Contributors

• @Y0dler made their first contribution in #6943
• @amcadie made their first contribution in #6958
• @erik-werner made their first contribution in #6961

Full Changelog: v5.9.0...v5.9.1

v5.9.0

What's Changed

Major Changes 🛠

• Update Gamma Distribution to support new pytensor GammaRV reparameterization by @tvwenger in #6934

Bugfixes 🪲

• Fix fgraph_from_model with multivariate transformed variables by @ferrine in #6924

Documentation 📖

• Update case study to match blog post by @thompsonjjet23 in #6930
• Fix do/conditioning model docs by @juanitorduz in #6936

Maintenance 🔧

• Fix typo in pymc_overview.ipynb by @thompsonjjet23 in #6925
• Default to Scan in postprocessing of jax samplers by @ferrine in #6922

New Contributors

• @thompsonjjet23 made their first contribution in #6925
• @tvwenger made their first contribution in #6934

Full Changelog: v5.8.2...v5.9.0

v5.8.2

What's Changed

Bugfixes 🪲

• Fix bug in compute_log_likelihood when variable has dims without coords by @jaharvey8 in #6882

Full Changelog: v5.8.1...v5.8.2

v5.8.1

What's Changed

New Features 🎉

• Logprob derivation for Min of continuous IID variables by @Dhruvanshu-Joshi in #6846
• Derive logprob for exp2, log2, log10, log1p, expm1, log1mexp, log1pexp (softplus), and sigmoid transformations by @LukeLB in #6826

Bugfixes 🪲

• Fix wrong ZeroSumNormal logp expression by @lucianopaz in #6872
• Fix bug in univariate Ordered and SumTo1 transform logp by @ricardoV94 in #6903

Documentation 📖

• Link to updated PyMC port of DBDA in README by @cluhmann in #6890

Maintenance 🔧

• Reject logp derivation of binary operations with broadcasted measurable input by @shreyas3156 in #6893
• Cast ZeroSumNormal shape operations to config.floatX by @thomasjpfan in #6889
• Bump pytensor by @ricardoV94 in #6910

Full Changelog: v5.8.0...v5.8.1

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

v5.7.2

What's Changed

Bugfixes 🪲

• Do not use seeded_test fixture in exported BaseTestDistributionRandom by @ricardoV94 in #6848

Documentation 📖

• Use ordered_univariate in documentation example of NormalMixture by @mrpg in #6842

New Contributors

• @mrpg made their first contribution in #6842

Full Changelog: v5.7.1...v5.7.2

v5.7.1

What's Changed

Bugfixes 🪲

• Fix regression #6840 by @michaelosthege in #6843

Maintenance 🔧

• Remove SeededTest class by @aerubanov in #6799

Full Changelog: v5.7.0...v5.7.1