Published April 14, 2023
| Version v5.3.0
Software
Open
pymc-devs/pymc: v5.3.0
Creators
- Thomas Wiecki1
- John Salvatier
- Ricardo Vieira
- Maxim Kochurov2
- Anand Patil
- Michael Osthege3
- Brandon T. Willard
- Bill Engels
- Colin Carroll4
- Osvaldo A Martin5
- Adrian Seyboldt6
- Austin Rochford7
- Luciano Paz8
- rpgoldman
- Kyle Meyer
- Peadar Coyle9
- Marco Edward Gorelli10
- Oriol Abril-Pla
- Ravin Kumar
- Junpeng Lao11
- Virgile Andreani
- Taku Yoshioka12
- George Ho
- Thomas Kluyver
- Kyle Beauchamp
- Alexandre Andorra13
- Demetri Pananos
- Eelke Spaak
- Benjamin Edwards
- Eric Ma14
- 1. PyMC Labs
- 2. MSU Economics / Skoltech CS
- 3. Forschungszentrum Jülich GmbH
- 4. Google
- 5. IMASL-CONICET
- 6. pymc-labs
- 7. Monetate
- 8. PyMC-Labs
- 9. Aflorithmic Labs
- 10. Quansight
- 11. @google
- 12. Laboro.AI
- 13. @pymc-labs
- 14. @modernatx
Description
What's Changed
Major Changes 🛠
- Bump Pytensor dependency by @ricardoV94 in https://github.com/pymc-devs/pymc/pull/6665
- Latex and string representation of variables now uses long Distribution names
x ~ N(0, 1) -> x ~ Normal(0, 1)### New Features 🎉
- Latex and string representation of variables now uses long Distribution names
- Implement
Model.debug()helper by @ricardoV94 in https://github.com/pymc-devs/pymc/pull/6634 - Added ICDF for the exponential distribution by @gokuld in https://github.com/pymc-devs/pymc/pull/6641
- Issue warning if RVs are present in derived probability graphs by @ricardoV94 in https://github.com/pymc-devs/pymc/pull/6651 ### Bugfixes 🪲
- Fix bug in random function of HalfStudent by @Dhruvanshu-Joshi in https://github.com/pymc-devs/pymc/pull/6658
- Fix dtype casting bug in icdf function by @ricardoV94 in https://github.com/pymc-devs/pymc/pull/6669 ### Documentation 📖
- Fix docstrings formatting and add
unnamed_distributionto glossary by @alporter08 in https://github.com/pymc-devs/pymc/pull/6638 - Add Gitpod video to contributing page by @reshamas in https://github.com/pymc-devs/pymc/pull/6646
- Add timestamps to list of possible contributions by @reshamas in https://github.com/pymc-devs/pymc/pull/6623
- Improve docstrings in GP module by @daniel-saunders-phil in https://github.com/pymc-devs/pymc/pull/6652
- Arrange distributions and sub-contents alphabetically by @Dhruvanshu-Joshi in https://github.com/pymc-devs/pymc/pull/6653 ### Maintenance 🔧
- Update links to sponsor images by @reshamas in https://github.com/pymc-devs/pymc/pull/6643
- Add type hints to distribution parameters by @iykat in https://github.com/pymc-devs/pymc/pull/6635
- @alporter08 made their first contribution in https://github.com/pymc-devs/pymc/pull/6638
- @iykat made their first contribution in https://github.com/pymc-devs/pymc/pull/6635
Full Changelog: https://github.com/pymc-devs/pymc/compare/v5.2.0...v5.3.0
Files
pymc-devs/pymc-v5.3.0.zip
Files
(5.8 MB)
| Name | Size | Download all |
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md5:8cd9eaa40de1afaee8fa0666b6a72c7d
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5.8 MB | Preview Download |
Additional details
Related works
- Is supplement to
- https://github.com/pymc-devs/pymc/tree/v5.3.0 (URL)