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pymc-devs/pymc

Bayesian Modeling and Probabilistic Programming in Python

Stack
Python pytest PEP 517 pip
GitHub topics
#bayesian-inference #mcmc #probabilistic-programming #pytensor #python #statistical-analysis
Updated
2026-06-29
Lists
5 list mentions
First commit
2006-08-07
History
10 history points
License
NOASSERTION
Issues
480 open
Sign in to like pymc-devs/pymc
9,661
stars
Forks
2,260
Commits
10,533 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Website GitHub
pyro-ppl/pyro

Deep universal probabilistic programming with Python and PyTorch

Stack
Python PEP 517 pip
GitHub topics
#bayesian #bayesian-inference #deep-learning #machine-learning #probabilistic-modeling #probabilistic-programming
Updated
2026-06-05
Lists
1 list mention
First commit
2017-06-16
History
6 history points
License
Apache-2.0
Issues
281 open
Sign in to like pyro-ppl/pyro
9,017
stars
Forks
1,010
Commits
2,514 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Website GitHub
pyro-ppl/numpyro

Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.

Stack
Python Jupyter pytest uv
GitHub topics
#bayesian-inference #hmc #inference-algorithms #jax #mcmc #numpy
Updated
2026-07-09
Lists
1 list mention
First commit
2019-02-15
History
5 history points
License
Apache-2.0
Issues
66 open
Sign in to like pyro-ppl/numpyro
2,718
stars
Forks
293
Commits
1,432 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
Website GitHub
christophmark/bayesloop

Probabilistic programming framework that facilitates objective model selection for time-varying parameter models.

Stack
Python pytest PEP 517
GitHub topics
#anomaly-detection #bayesian-inference #model-selection #probabilistic-programming #time-series-analysis
Updated
2026-06-19
Lists
1 list mention
First commit
2015-07-28
History
6 history points
License
MIT
Issues
4 open
Sign in to like christophmark/bayesloop
171
stars
Forks
31
Commits
532 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Website GitHub