Published June 1, 2026
| Version rel-3.0.4
Software
Open
pymc-devs/pytensor: rel-3.0.4
Authors/Creators
- Frédéric Bastien1
- Pascal Lamblin
- abergeron
- Ricardo Vieira2
- Brandon T. Willard3
- Razvan Pascanu
- carriepl
- Olivier Breuleux
- notoraptor
- David Warde-Farley
- Roy
- James Bergstra4
- Iban Harlouchet
- Mohammed Affan
- Ramana Sundararaman
- Reyhane Askari
- maqianlie5
- Suresh Panneerselvam
- Alexander Belopolsky
- Jesse Grabowski
- ballasn
- Gijs van Tulder
- Virgile Andreani6
- Simon Lefrancois7
- Amjad Almahairi
- Hengjean
- Michael Osthege8
- Nicolas Bouchard
- khaotik
- Jeremiah Lowin9
- 1. NVIDIA
- 2. @pymc-devs @pymc-labs
- 3. .txt
- 4. kindred.ai
- 5. Northeastern University
- 6. Inria
- 7. Université de Montréal
- 8. Forschungszentrum Jülich GmbH
- 9. @PrefectHQ
Description
<!-- Release notes generated using configuration in .github/release.yml at main -->
What's Changed
New Features 🎉
- Selection and permutation assumptions by @jessegrabowski in https://github.com/pymc-devs/pytensor/pull/2165
Bugfixes 🐛
- Fix FusionOptimizer walk_toposort use by @ricardoV94 in https://github.com/pymc-devs/pytensor/pull/2178
- Minimize: fix gradient with single >1D argument by @ricardoV94 in https://github.com/pymc-devs/pytensor/pull/2176
- Check None shape by type not identity in numba SpecifyShape dispatch by @jessegrabowski in https://github.com/pymc-devs/pytensor/pull/2191
- Fix local_subtensor_of_batch_dims when encountering stale broadcast types by @jaanerik in https://github.com/pymc-devs/pytensor/pull/2167
Maintenance 🔧
- Switch to augmented-matrix Frechet derivative for expm pullback by @jessegrabowski in https://github.com/pymc-devs/pytensor/pull/2162
- Add dispatches for Real Op by @jessegrabowski in https://github.com/pymc-devs/pytensor/pull/2016
- Faster convolve numba by @ricardoV94 in https://github.com/pymc-devs/pytensor/pull/2175
- Use out argument in more numba dispatches by @ricardoV94 in https://github.com/pymc-devs/pytensor/pull/2182
- Propagate triangularity through matrix transpose by @jessegrabowski in https://github.com/pymc-devs/pytensor/pull/2174
- Numba: fuse AdvancedSubtensor->Elemwise->AdvancedIncSubtensor by @ricardoV94 in https://github.com/pymc-devs/pytensor/pull/2015
Full Changelog: https://github.com/pymc-devs/pytensor/compare/rel-3.0.3...rel-3.0.4
Files
pymc-devs/pytensor-rel-3.0.4.zip
Files
(6.0 MB)
| Name | Size | Download all |
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md5:57971723cffbca568309c1890cd7d717
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6.0 MB | Preview Download |
Additional details
Related works
- Is supplement to
- Software: https://github.com/pymc-devs/pytensor/tree/rel-3.0.4 (URL)
Software
- Repository URL
- https://github.com/pymc-devs/pytensor