pymc 5.4.0

v5.4.0

on Python PyPI

What's Changed

Major Changes 🛠

• Change logger names from all pymc to module name by @pdb5627 in #6712

New Features 🎉

• Add logcdf implementation for Truncated distributions by @shreyas3156 in #6690
• Improve numerical precision of discrete uniform and geometric ICDFs by @gokuld in #6671
• Derive logprob for hyperbolic and error transformations by @LukeLB in #6664
• Add logprob inference for not operations by @shreyas3156 in #6689
• Added scale parameterization to Exponential by @manulpatel in #6677
• Speedup Slice sampler by @ricardoV94 in #6711
• Add Hurdle distributions by @tomicapretto in #6688
• Implement ICDF for Laplace and Pareto distributions by @james-2001 in #6707
• Support Scans in CustomDist by @ricardoV94 in #6696

Bugfixes 🪲

• Rename _replace_rvs_in_graphs and fix bug when replacing input by @ricardoV94 in #6720

Documentation 📖

• Update gaussian processes guide by @daniel-saunders-phil in #6693
• Add redirects from old v3 notebooks by @OriolAbril in #6719

Maintenance 🔧

• Type overloading for return_inferencedata in sample by @thomasaarholt in #6709
• Remove joint_logprob function from tests.logprob.utils by @shreyas3156 in #6650

New Contributors

• @manulpatel made their first contribution in #6692
• @tomicapretto made their first contribution in #6688
• @james-2001 made their first contribution in #6707
• @pdb5627 made their first contribution in #6712

Full Changelog: v5.3.1...v5.4.0