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Published February 14, 2024 | Version v5.10.4
Software Open

pymc-devs/pymc: v5.10.4

Authors/Creators

  • 1. PyMC Labs
  • 2. @pymc-devs @pymc-labs
  • 3. MSU Economics / Skoltech CS
  • 4. Forschungszentrum Jülich GmbH
  • 5. Google
  • 6. IMASL-CONICET
  • 7. pymc-labs
  • 8. Monetate
  • 9. PyMC-Labs
  • 10. AudioStack
  • 11. Quansight
  • 12. @google
  • 13. Laboro.AI
  • 14. European XFEL
  • 15. @pymc-labs

Description

<!-- Release notes generated using configuration in .github/release.yml at main -->

What's Changed

New Features 🎉

  • Add a flag to LKJCorr to return the unpacked correlation matrix by @velochy in https://github.com/pymc-devs/pymc/pull/7100
  • Allow jitter boolean to be set through nuts_sampler_kwargs by @VMBoehm in https://github.com/pymc-devs/pymc/pull/7083
  • Logprob derivation of Min for Discrete IID distributions by @Dhruvanshu-Joshi in https://github.com/pymc-devs/pymc/pull/6968
  • Implement compute_log_prior utility by @aloctavodia in https://github.com/pymc-devs/pymc/pull/7149

Bugfixes 🪲

  • GP do not fail when xdims cannot be constant folded by @bwengals in https://github.com/pymc-devs/pymc/pull/7111
  • Fix copying of shared variables in fgraph_from_model by @ricardoV94 in https://github.com/pymc-devs/pymc/pull/7153

Documentation 📖

  • Suppressed pip install bambi output in GLM core notebook by @jaharvey8 in https://github.com/pymc-devs/pymc/pull/7090
  • Gitpod instructions: use latest version of pymc by @reshamas in https://github.com/pymc-devs/pymc/pull/7106
  • Moved 'Implementing a Random Variable' to the last position in 'How To' section by @OmGhadge in https://github.com/pymc-devs/pymc/pull/7108
  • Add Google Scholar link for newest article by @aloctavodia in https://github.com/pymc-devs/pymc/pull/7156

Maintenance 🔧

  • Extend dataset_to_point_dict to accept both dataset and dict of dataarray by @OriolAbril in https://github.com/pymc-devs/pymc/pull/7097
  • Fix progressbar bug for parallel SMC sampling by @jucor in https://github.com/pymc-devs/pymc/pull/7079
  • Rectify return type hints in logprob module rewrites by @AryanNanda17 in https://github.com/pymc-devs/pymc/pull/7125
  • Deprecate block_diag from math module in favor of PyTensor by @AryanNanda17 in https://github.com/pymc-devs/pymc/pull/7132

New Contributors

  • @jucor made their first contribution in https://github.com/pymc-devs/pymc/pull/7079
  • @pre-commit-ci made their first contribution in https://github.com/pymc-devs/pymc/pull/7110
  • @velochy made their first contribution in https://github.com/pymc-devs/pymc/pull/7100
  • @VMBoehm made their first contribution in https://github.com/pymc-devs/pymc/pull/7083
  • @OmGhadge made their first contribution in https://github.com/pymc-devs/pymc/pull/7108
  • @AryanNanda17 made their first contribution in https://github.com/pymc-devs/pymc/pull/7125

Full Changelog: https://github.com/pymc-devs/pymc/compare/v5.10.3...v5.10.4

Files

pymc-devs/pymc-v5.10.4.zip

Files (7.1 MB)

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Additional details

Related works

Is supplement to
Software: https://github.com/pymc-devs/pymc/tree/v5.10.4 (URL)