v5.6.0

版本发布时间: 2023-07-04 20:10:52

pymc-devs/pymc最新发布版本:v5.16.2(2024-07-11 21:49:51)

What's Changed

Rewrite logp graph before taking the gradient by @dehorsley in https://github.com/pymc-devs/pymc/pull/6736
Support automatic imputation for multivariate and symbolic distributions by @ricardoV94 in https://github.com/pymc-devs/pymc/pull/6797

Probabilty inference for arc transformations by @LukeLB in https://github.com/pymc-devs/pymc/pull/6775
Add icdf function for Cauchy and Logistic distributions by @amyoshino in https://github.com/pymc-devs/pymc/pull/6747
Add icdf functions for Lognormal, Half Cauchy and Half Normal distributions by @amyoshino in https://github.com/pymc-devs/pymc/pull/6766
Add icdf functions for Moyal, Gumbel, Triangular and Weibull distributions by @amyoshino in https://github.com/pymc-devs/pymc/pull/6802
Allow non-scalar measurable switch mixtures by @ricardoV94 in https://github.com/pymc-devs/pymc/pull/6796

squeeze dim_0 dimensions for scalars away by @TimOliverMaier in https://github.com/pymc-devs/pymc/pull/6764
NotImplementedError for icdf of non-injective MeasurableTransforms by @ricardoV94 in https://github.com/pymc-devs/pymc/pull/6793

Logprob docs by @ricardoV94 in https://github.com/pymc-devs/pymc/pull/6762
Simplify Potential docstrings and examples by @ricardoV94 in https://github.com/pymc-devs/pymc/pull/6772
Fix broken link by @eeriksp in https://github.com/pymc-devs/pymc/pull/6767
speed-up doc building and fix several issues by @OriolAbril in https://github.com/pymc-devs/pymc/pull/6781

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

@jaharvey8 made their first contribution in https://github.com/pymc-devs/pymc/pull/6739
@eeriksp made their first contribution in https://github.com/pymc-devs/pymc/pull/6767

Full Changelog: https://github.com/pymc-devs/pymc/compare/v5.5.0...v5.6.0