pymc-devs/pymc v5.26.0

on GitHub

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 includes Model.compile_fn, gradient, jacobian and hessian_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 from pytensor.graph.basic to pytensor.graph.traversal, including ancestors, graph_inputs, and toposort related functions.
• Remove deprecated noise parameter for GPs by @williambdean in #7886

New Features 🎉

• Implement logcdf for CensoredRV by @asifzubair in #7884
• Derive logprob for Split operation by @ricardoV94 in #7875

Bugfixes 🪲

• Fix bug in mixture logprob inference with None 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