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Published March 9, 2024 | Version rel-2.19.0
Software Open

pymc-devs/pytensor: rel-2.19.0

Authors/Creators

  • 1. NVIDIA
  • 2. @pymc-devs @pymc-labs
  • 3. LUDENS
  • 4. kindred.ai
  • 5. PhD candidate at Mila
  • 6. Northeastern University
  • 7. Université de Montréal
  • 8. EPFL CLAIRE Lab
  • 9. @PrefectHQ
  • 10. Forschungszentrum Jülich GmbH

Description

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

What's Changed

Major Changes 🛠

  • Support Python 3.12 by @maresb in https://github.com/pymc-devs/pytensor/pull/488
  • Deprecate ScalarSharedVariable by @ricardoV94 in https://github.com/pymc-devs/pytensor/pull/629

New Features 🎉

  • Implement numba overload for POTRF, LAPACK cholesky routine by @jessegrabowski in https://github.com/pymc-devs/pytensor/pull/578
  • Refactor nlinalg.norm to match np.linalg.norm signature and functionaly by @jessegrabowski in https://github.com/pymc-devs/pytensor/pull/588
  • Add inf special cases in C implementation of gamma related functions by @amyoshino in https://github.com/pymc-devs/pytensor/pull/634
  • Implement tensor.special.logit helper by @HarshvirSandhu in https://github.com/pymc-devs/pytensor/pull/645
  • Add JAX support for SortOp by @HarshvirSandhu in https://github.com/pymc-devs/pytensor/pull/657

Bugfixes 🐛

  • Fix tensordot implementation by @lucianopaz in https://github.com/pymc-devs/pytensor/pull/607
  • Do not change global config flag in printing test by @ricardoV94 in https://github.com/pymc-devs/pytensor/pull/602
  • Replace usage of sys.stdout.encoding with sys.getdefaultencoding() by @t-kalinowski in https://github.com/pymc-devs/pytensor/pull/617
  • Prevent local_sum_make_vector from introducing forbidden float64 by @tvwenger in https://github.com/pymc-devs/pytensor/pull/659

Documentation 📖

  • Remove emphasis of being a fork by @twiecki in https://github.com/pymc-devs/pytensor/pull/592
  • Add background section of fork history by @twiecki in https://github.com/pymc-devs/pytensor/pull/594

Maintenance 🔧

  • Loosen versioneer version requirement from exact to min version by @carlsmedstad in https://github.com/pymc-devs/pytensor/pull/593

New Contributors

  • @juanitorduz made their first contribution in https://github.com/pymc-devs/pytensor/pull/586
  • @pre-commit-ci made their first contribution in https://github.com/pymc-devs/pytensor/pull/612
  • @t-kalinowski made their first contribution in https://github.com/pymc-devs/pytensor/pull/617
  • @HarshvirSandhu made their first contribution in https://github.com/pymc-devs/pytensor/pull/645

Full Changelog: https://github.com/pymc-devs/pytensor/compare/rel-2.18.6...rel-2.19.0

Files

pymc-devs/pytensor-rel-2.19.0.zip

Files (4.3 MB)

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Additional details

Related works

Is supplement to
Software: https://github.com/pymc-devs/pytensor/tree/rel-2.19.0 (URL)