Published January 10, 2023
| Version rel-2.9.1
Software
Open
pymc-devs/pytensor: rel-2.9.1
Authors/Creators
- Frédéric Bastien1
- Pascal Lamblin
- abergeron
- Brandon T. Willard
- Ian Goodfellow
- Razvan Pascanu
- carriepl
- Olivier Breuleux
- notoraptor
- David Warde-Farley
- Roy Xue2
- James Bergstra3
- harlouci
- Mohammed Affan
- Ramana Sundararaman
- Reyhane Askari4
- maqianlie5
- Suresh Panneerselvam
- Alexander Belopolsky
- Joseph Turian
- ballasn
- Ricardo Vieira
- Gijs van Tulder
- Simon Lefrancois6
- Amjad Almahairi
- Hengjean
- Nicolas Bouchard
- khaotik
- Caglar Gulcehre
- Jeremiah Lowin7
- 1. NVIDIA
- 2. FITURE
- 3. kindred.ai
- 4. PhD candidate at Mila
- 5. Northeastern University
- 6. Université de Montréal
- 7. @PrefectHQ
Description
ℹ️ Versions 2.8.12 and 2.9.0 did not get released on PyPI or conda-forge due to hiccups in our CI pipeline. The corresponding release notes were merged into the seconds below.
What's Changed Major Changes 🛠- [from 2.8.12] Allow passing static shape to tensor creation helpers by @ricardoV94 in https://github.com/pymc-devs/pytensor/pull/118
- The first and only positional argument to
tensoris nowname.dtypeandshapeare now keyword-only arguments in all tensor constructor helpers (tensor,matrix, ...)
- The first and only positional argument to
- Add
slogdetfor Numba and JAX by @mtsokol in https://github.com/pymc-devs/pytensor/pull/172 - [from 2.9.0] Compute static shape types in outputs of
Joinby @michaelosthege in https://github.com/pymc-devs/pytensor/pull/164 - [from 2.9.0] Add Ops for Gaussian Hypergeometric Function, Pochhammer Symbol, and Factorials by @ColtAllen in https://github.com/pymc-devs/pytensor/pull/90
- [from 2.8.12] 🔄 From Aesara: 1362: "Add
HalfNormalRVJAX implementation" by @theorashid in https://github.com/pymc-devs/pytensor/pull/129
- Handle invalid BroadcastTo shape in C backend by @ricardoV94 in https://github.com/pymc-devs/pytensor/pull/175
- [from 2.8.12] Fix bug in truncated_graph_inputs by @ricardoV94 in https://github.com/pymc-devs/pytensor/pull/113
- [from 2.8.12] Fix JAX dispatch for multi-output Composite by @ricardoV94 in https://github.com/pymc-devs/pytensor/pull/123
- Improve CI pinelines by @danhphan in https://github.com/pymc-devs/pytensor/pull/176
- Seed logsumexp benchmark tests by @ricardoV94 in https://github.com/pymc-devs/pytensor/pull/185
- Create README.md by @canyon289 in https://github.com/pymc-devs/pytensor/pull/190
- Fix release pipeline by @cerrussell in https://github.com/pymc-devs/pytensor/pull/183
- [from 2.9.0] Fix PyPI description and update GitHub Actions by @michaelosthege in https://github.com/pymc-devs/pytensor/pull/171
- [from 2.9.0] A more low level implementation of vectorize in numba by @aseyboldt in https://github.com/pymc-devs/pytensor/pull/92
- [from 2.8.12] Update Release Notes template by @ricardoV94 in https://github.com/pymc-devs/pytensor/pull/117
- [from 2.8.12] 🔄 From Aesara: 1345: "Splitting before using JAX key" by @AdrienCorenflos in https://github.com/pymc-devs/pytensor/pull/130
- [from 2.8.12] Make tests compatible with newer version of JAX by @ricardoV94 in https://github.com/pymc-devs/pytensor/pull/133
- [from 2.8.12] Make scan to be a cython extention by @ferrine in https://github.com/pymc-devs/pytensor/pull/77
- [from 2.8.12] Remove deprecated modules by @ferrine in https://github.com/pymc-devs/pytensor/pull/111
- [from 2.8.12] 🔄 From Aesara: #1347 and # 1365: " Add CI support for benchmarking" by @brandonwillard in https://github.com/pymc-devs/pytensor/pull/139
- [from 2.8.12] Added PyTensor logo SVG by @fonnesbeck in https://github.com/pymc-devs/pytensor/pull/142
- [from 2.8.12] Remove some inline arguments and make some njit functions global by @aseyboldt in https://github.com/pymc-devs/pytensor/pull/144
- [from 2.8.12] Fix logit sigmoid function typo by @guin0x in https://github.com/pymc-devs/pytensor/pull/157
- @danhphan made their first contribution in https://github.com/pymc-devs/pytensor/pull/176
- @mtsokol made their first contribution in https://github.com/pymc-devs/pytensor/pull/172
- @canyon289 made their first contribution in https://github.com/pymc-devs/pytensor/pull/190
- @cerrussell made their first contribution in https://github.com/pymc-devs/pytensor/pull/183
- @fonnesbeck made their first contribution in https://github.com/pymc-devs/pytensor/pull/142
- @guin0x made their first contribution in https://github.com/pymc-devs/pytensor/pull/157
- @ColtAllen made their first contribution in https://github.com/pymc-devs/pytensor/pull/90
Full Changelog: https://github.com/pymc-devs/pytensor/compare/rel-2.8.11...rel-2.8.12 Full Changelog: https://github.com/pymc-devs/pytensor/compare/rel-2.8.12...rel-2.9.0 Full Changelog: https://github.com/pymc-devs/pytensor/compare/rel-2.9.0...rel-2.9.1
Files
pymc-devs/pytensor-rel-2.9.1.zip
Files
(4.2 MB)
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Additional details
Related works
- Is supplement to
- https://github.com/pymc-devs/pytensor/tree/rel-2.9.1 (URL)