Published March 30, 2023
| Version v5.2.0
Software
Open
pymc-devs/pymc: v5.2.0
Authors/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 🛠
- Rename
logprob/joint_logptologprob/basicand movelogcdfandicdffunctions there by @ricardoV94 in https://github.com/pymc-devs/pymc/pull/6599
- Add HSGP Latent GP approximation by @bwengals in https://github.com/pymc-devs/pymc/pull/6458
- Allow logcdf and icdf inference by @ricardoV94 in https://github.com/pymc-devs/pymc/pull/6597
- Implement ICDF for the uniform distribution by @michaelraczycki in https://github.com/pymc-devs/pymc/pull/6528
- Implement ICDF for the discrete uniform distribution. by @gokuld in https://github.com/pymc-devs/pymc/pull/6617
- Infer logprob of scans with carried auxiliary states by @ricardoV94 in https://github.com/pymc-devs/pymc/pull/6582
- Infer logprob of
IfElsegraphs by @ricardoV94 in https://github.com/pymc-devs/pymc/pull/6529 - Infer logprob of elemwise transformations of multivariate variables by @ricardoV94 in https://github.com/pymc-devs/pymc/pull/6607
- Infer logprob of SpecifyShape and CheckandRaise by @Dhruvanshu-Joshi in https://github.com/pymc-devs/pymc/pull/6538
- Add definition of B in documentation for Beta distribution by @JoKeyser in https://github.com/pymc-devs/pymc/pull/6604
- Fix a typo in the docstring for OrderedLogistic by @NathanielF in https://github.com/pymc-devs/pymc/pull/6611
- Improved docstring for predictions argument in sample_posterior_predictive by @fonnesbeck in https://github.com/pymc-devs/pymc/pull/6616
- Renamed internal
ataliases toptby @shreyas3156 in https://github.com/pymc-devs/pymc/pull/6577 - Remove
autoargument frompm.Deterministicdocstring by @shreyas3156 in https://github.com/pymc-devs/pymc/pull/6592 - Remove shape helper functions by @symeneses in https://github.com/pymc-devs/pymc/pull/6556
- Give more readable error message when checking the starting values for MCMC by @Dhruvanshu-Joshi in https://github.com/pymc-devs/pymc/pull/6632
- Improve
collect_default_updatesby @ricardoV94 in https://github.com/pymc-devs/pymc/pull/6620 - Minor improvements to GitPod by @maresb in https://github.com/pymc-devs/pymc/pull/6618
- @shreyas3156 made their first contribution in https://github.com/pymc-devs/pymc/pull/6577
- @NathanielF made their first contribution in https://github.com/pymc-devs/pymc/pull/6611
- @gokuld made their first contribution in https://github.com/pymc-devs/pymc/pull/6617
Full Changelog: https://github.com/pymc-devs/pymc/compare/v5.1.2...v5.2.0
Files
pymc-devs/pymc-v5.2.0.zip
Files
(5.8 MB)
| Name | Size | Download all |
|---|---|---|
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md5:b3cb363f457ec8ead4accd2422b0b60c
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Additional details
Related works
- Is supplement to
- https://github.com/pymc-devs/pymc/tree/v5.2.0 (URL)