Published September 19, 2022
| Version v4.2.0
Software
Open
pymc-devs/pymc: v4.2.0
Authors/Creators
- Thomas Wiecki1
- John Salvatier
- Ricardo Vieira
- Maxim Kochurov2
- Anand Patil
- Bill Engels
- Junpeng Lao3
- Michael Osthege4
- Colin Carroll5
- Osvaldo A Martin6
- Brandon T. Willard
- Adrian Seyboldt7
- Austin Rochford8
- rpgoldman
- Luciano Paz9
- Kyle Meyer
- Peadar Coyle10
- Marco Edward Gorelli
- Ravin Kumar
- Oriol Abril-Pla
- Taku Yoshioka11
- George Ho
- Thomas Kluyver
- Kyle Beauchamp
- Alexandre Andorra12
- Demetri Pananos
- Eelke Spaak
- Benjamin Edwards
- Eric Ma
- Luis Mario Domenzain
- 1. PyMC Labs
- 2. MSU Economics / Skoltech CS
- 3. @google
- 4. Forschungszentrum Jülich GmbH
- 5. Google
- 6. IMASL-CONICET
- 7. pymc-labs
- 8. Kibo Commerce
- 9. PyMC-Labs
- 10. Aflorithmic Labs
- 11. Laboro.AI
- 12. @pymc-labs
Description
What's Changed
Major Changes 🛠
- Allow broadcasting via observed and dims by @ricardoV94 in https://github.com/pymc-devs/pymc/pull/6063
- Remove support for specifying "dims on the fly" from the shapes of variables by @ricardoV94 in https://github.com/pymc-devs/pymc/pull/6112
- Automatic versioning with versioneer by @cfonnesbeck in https://github.com/pymc-devs/pymc/pull/6078
- Implement Truncated distributions by @ricardoV94 in https://github.com/pymc-devs/pymc/pull/6113
- Port GARCH11 to v4 by @junpenglao in https://github.com/pymc-devs/pymc/pull/6119
- Implement Symbolic RVs and enable nested distribution factories (such as Mixtures of Mixtures) by @ricardoV94 in https://github.com/pymc-devs/pymc/pull/6072
- Allow for batched
alphainStickBreakingWeightsby @purna135 in https://github.com/pymc-devs/pymc/pull/6042 - Remove NoDistribution and enable
.distAPI for Simulator and DensityDist by @ricardoV94 in https://github.com/pymc-devs/pymc/pull/6110 - Add
start_sigmato ADVI 2 by @markusschmaus in https://github.com/pymc-devs/pymc/pull/6132 - Create .gitpod.yml by @ferrine in https://github.com/pymc-devs/pymc/pull/6070 and https://github.com/pymc-devs/pymc/pull/6109
- Make rvs_to_values work with non-RandomVariables by @ricardoV94 in https://github.com/pymc-devs/pymc/pull/6101
- Marginalapprox fix by @bwengals in https://github.com/pymc-devs/pymc/pull/6076
- Fix bug in which TruncatedNormal returns -inf for all values if any value is out of bounds by @adrn in https://github.com/pymc-devs/pymc/pull/6128
- Rename cov_func/cov to scale_func/scale for TP/MvStudentT by @fonnesbeck in https://github.com/pymc-devs/pymc/pull/6068
- Add SpecifyShape decorator to jax_funcify_Assert by @martiningram in https://github.com/pymc-devs/pymc/pull/6062
- Remove reshape_t by @tjburch in https://github.com/pymc-devs/pymc/pull/6118
- Fix Model docstring by @alekracicot in https://github.com/pymc-devs/pymc/pull/6048
- Update opvi docs by @ferrine in https://github.com/pymc-devs/pymc/pull/6093
- Fix formatting in documentation of AR distribution parameters by @daniel-saunders-phil in https://github.com/pymc-devs/pymc/pull/6080
- Fix incorrect formula in NormalMixture docstring by @MatthewQuenneville in https://github.com/pymc-devs/pymc/pull/6073
- Fix last remaining PyMC3 occurrences & broken link by @Armavica in https://github.com/pymc-devs/pymc/pull/6133
- Update GOVERNANCE.md for PyMCon_2022 planning repo by @canyon289 in https://github.com/pymc-devs/pymc/pull/6088
- Add new core contributors by @OriolAbril in https://github.com/pymc-devs/pymc/pull/6117
- Pin pydata-sphinx-theme by @ricardoV94 in https://github.com/pymc-devs/pymc/pull/6120
- Mirror codebase structure in tests by @Armavica in https://github.com/pymc-devs/pymc/pull/6084
- Clean up some warnings from the test suite by @Armavica in https://github.com/pymc-devs/pymc/pull/6067 and https://github.com/pymc-devs/pymc/pull/6074
- Restructure the test suite to follow the code by @Armavica in https://github.com/pymc-devs/pymc/pull/6111
- @alekracicot made their first contribution in https://github.com/pymc-devs/pymc/pull/6048
- @MatthewQuenneville made their first contribution in https://github.com/pymc-devs/pymc/pull/6073
- @tjburch made their first contribution in https://github.com/pymc-devs/pymc/pull/6118
- @markusschmaus made their first contribution in https://github.com/pymc-devs/pymc/pull/6096
- @cfonnesbeck made their first contribution in https://github.com/pymc-devs/pymc/pull/6078
- @adrn made their first contribution in https://github.com/pymc-devs/pymc/pull/6128
Full Changelog: https://github.com/pymc-devs/pymc/compare/v4.1.7...v4.2.0
Files
pymc-devs/pymc-v4.2.0.zip
Files
(6.9 MB)
| Name | Size | Download all |
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md5:f325be04ddd111e88a00a5fb9fe4c0cf
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Additional details
Related works
- Is supplement to
- https://github.com/pymc-devs/pymc/tree/v4.2.0 (URL)