What's Changed

Maintenance 🔧

• Updatepython_requires to version 3.11 by@maresb in#7924

Full Changelog:v5.26.0...v5.26.1

Contributors

What's Changed

Major Changes 🛠

• Bump PyTensor dependency and drop support for NumPy <2.0, and Python 3.10 by@ricardoV94 in#7910
  • Functions that try to infer inputs of the graph fail with more than one input. This includesModel.compile_fn,gradient,jacobian andhessian_diag.
  • Model.compile_logp now expects all model variables as input, even when only a subset of the logp terms is requested.
  • Many pytensor functions from moved frompytensor.graph.basic topytensor.graph.traversal, includingancestors,graph_inputs, and toposort related functions.
• Remove deprecatednoise parameter for GPs by@williambdean in#7886

New Features 🎉

• Implementlogcdf forCensoredRV by@asifzubair in#7884
• Derive logprob for Split operation by@ricardoV94 in#7875

Bugfixes 🪲

• Fix bug in mixture logprob inference withNone indices by@asifzubair in#7877

Documentation 📖

• Add model_to_mermaid to docs by@williambdean in#7868
• Use rst code-block over code:: by@williambdean in#7882

Maintenance 🔧

• Show more digits of step size in progress_bar by@ricardoV94 in#7870
• Allow for specification of 'var_names' in 'mock_sample' by@tomicapretto in#7906

New Contributors

• @asifzubair made their first contribution in#7871

Full Changelog:v5.25.1...v5.26.0

Contributors

What's Changed

Documentation 📖

• Fixrelease_notes_to_discourse script by@ricardoV94 in#7862
• fix ICAR docstring latex by@williambdean in#7865
• Use latex for LKJCorr docstrings by@williambdean in#7866

Full Changelog:v5.25.0...v5.25.1

Contributors

What's Changed

New Features 🎉

• Add experimentaldims module with objects that follow dim-based semantics (like xarray without coordinates) by@ricardoV94 in#7820

Documentation 📖

• Small tweaks to Matern Covariance Documentation by@elc45 in#7859
• Add workflow to publish release notes directly to discourse by@ricardoV94 in#7860

New Contributors

• @elc45 made their first contribution in#7859

Full Changelog:v5.24.1...v5.25.0

Contributors

What's Changed

Bugfixes 🪲

• Do not fail with zero-sized arrays indataset_to_point_list by@ricardoV94 in#7856
• Fix bug with pickling PointFunc by@jessegrabowski in#7858

Full Changelog:v5.24.0...v5.24.1

Contributors

What's Changed

Major Changes 🛠

• Remove deprecated functionality by@ricardoV94 in#7822
  • Among others,MutableData,ConstantData,coords_mutable.

New Features 🎉

• Implement specialized Hurdle distribution by@ricardoV94 in#7810
• Model to mermaid diagram withmodel_to_mermaid by@williambdean in#7826
• Addvectorize_over_posterior topymc.sampling.forward by@lucianopaz in#7841
• Allow censoring Categorical distributions by@ricardoV94 in#7662

Bugfixes 🪲

• Only adddim_length shared variable when adding a new coordinate by@lucianopaz in#7809
• Fix issues with model graph by@ricardoV94 in#7844
• Fix progressbar with nested compound step samplers by@ricardoV94 in#7776

Documentation 📖

• Mention pymc-marketing in README by@williambdean in#7853

Maintenance 🔧

• Allow accessing wrapped function attributes in PointFunc by@ricardoV94 in#7823
• implementdisplay method forpm.Model for builtin marimo support by@williambdean in#7830
• Allowvar_names to be propagated to nutpie sampler by@PabloRoque in#7850
• Better guesses for why logp has RVs by@ricardoV94 in#7663
• Allow debug evaling IR logp graphs by@ricardoV94 in#7666

New Contributors

• @PabloRoque made their first contribution in#7850

Full Changelog:v5.23.0...v5.24.0

Contributors

What's Changed

Major Changes 🛠

• Bump PyTensor dependency by@ricardoV94 in#7792
  • This release raises error for some forms of runtime broadcasting in advanced set_subtensor operations that were previously allowed.

New Features 🎉

• Transform to remove Minibatch from model by@zaxtax in#7746
• Implement reversed and strictly positive ordered transform by@velochy in#7759
• Add public testing function to mocksample by@williambdean in#7761

Bugfixes 🪲

• Default to SVD for MvNormal in Latent GP conditionals by@michaelosthege in#7755

Documentation 📖

• Add gp util module to docs by@williambdean in#7763
• Update docs theme by@OriolAbril in#7781
• Tweak Model.profile docstring and type hint by@williambdean in#7795

Maintenance 🔧

• Do not include rvs in symbolic normalizing constant by@ricardoV94 in#7787

New Contributors

• @star1327p made their first contribution in#7650

Full Changelog:v5.21.2...v5.23.0

Contributors

What's Changed

Major Changes 🛠

• Bump PyTensor dependency by@ricardoV94 in#7740
  • This release changes how JAX dispatch of random variables are implemented. Custom dispatches will have to beupdated

Documentation 📖

• Add return type overload forsample_posterior_predictive by@nataziel in#7710
• Replaced "log-likelihood" with "distribution" in for all the classes where distributions is more appropriate rather than log-likelihood. by@tanishy7777 in#7573

Maintenance 🔧

• Allow passing graph level attributes to graphviz by@zaxtax in#7741
• Add warning if a Minibatched variable is used without total_size by@zaxtax in#7742

New Contributors

• @tanishy7777 made their first contribution in#7573

Full Changelog:v5.21.1...v5.22.0

Contributors

What's Changed

New Features 🎉

• Support PyTensor deterministic operations as observations by @wd60622 in#7656
• Allow draws fromWeibull,MvStudentT,LKJCorr andLKJCholeskyCovRV in alternative backends by@ricardoV94 in#7685

Maintenance 🔧

• Make do interventions shared variables by default by@ricardoV94 in#7596
• Remove setupegg.py by@Armavica in#7697
• Expand logging test cases for sample_prior_predictive and add return type overloads by@nataziel in#7707
• Allow compile_kwargs in sample_smc by@jessegrabowski in#7702

Full Changelog:v5.21.0...v5.21.1

Contributors