Release v5.17.0 · pymc-devs/pymc

What's Changed

Cleanup logprob module by @ricardoV94 in #7443
Deprecation warning for find_constrained_prior by @aloctavodia in #7458
Remove deprecated Distribution kwargs by @thomasaarholt in #7488
Allow Minibatch of derived RVs and deprecate generators as data by @ricardoV94 in #7480

Implement specialized MvNormal density based on precision matrix by @ricardoV94 in #7345
Infer logcdf of discrete transformations by @ricardoV94 in #7444
Allow more distributions to be truncated by @ricardoV94 in #7476
Add multi-output support to GP Latent by @AlexAndorra in #7471

Workaround PyTensor bug in vectorize of logp graph by @ferrine in #7415
Print OP name for unnamed RVs instead of raising AssertionErrors by @lucianopaz in #7428
Introduce value variables in logprob IR by @ricardoV94 in #7491
Fix latex rendering of variables with underscore in name by @Dekermanjian in #7501

Update Twitter Link to X by @Demon-Sheriff in #7451
Changed PytTensor import alias to pt in PyMC overview by @Krupakar-Reddy-S in #7452
Clarified 0-based indexing requirement for OrderedLogistic and OrderedProbit by @kdotmanoj in #7457
Fix typo in the docstring of the Beta distribution by @erik-werner in #7469
Update GLM_linear.ipynb to correct the URL for statsmodels by @seyedrezamirkhani in #7490

Reduce blackjax sampling memory usage by @junpenglao in #7407
Enforce custom initval in SMC by @tvwenger in #7439
Blackjax sampler fix for breaking change / enable progress bar under parallel chain_method by @andrewdipper in #7453
Add ability to set mode in check_start_vals by @lucianopaz in #7482
Add compile_kwargs to compute_log_density functions by @lucianopaz in #7483
Make zip strict in apply_function_over_dataset by @ricardoV94 in #7485
Return InferenceData when there are no variables sampled and extend=True by @OriolAbril in #7509
Build the package with python -m build by @Armavica in #7522

Full Changelog: v5.16.2...v5.17.0