Probabilistic Programming Packages

Trying out different probabilistic programming packages on the same statistical model
Alternatives To Probabilistic Programming Packages
Project NameStarsDownloadsRepos Using ThisPackages Using ThisMost Recent CommitTotal ReleasesLatest ReleaseOpen IssuesLicenseLanguage
Pymc7,9961431062 months ago36March 15, 2022271otherPython
Bayesian Modeling and Probabilistic Programming in Python
Numpyro1,9664722 months ago26September 24, 202377apache-2.0Python
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
Turing.jl1,925
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Bayesian inference with probabilistic programming.
Bayesian Neural Networks1,633
5 months ago5mitJupyter Notebook
Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more
Rstan983
2 months ago326R
RStan, the R interface to Stan
Bda_py_demos851
2 years agogpl-3.0Jupyter Notebook
Bayesian Data Analysis demos for Python
Bayespy666
10 months ago5March 20, 202168mitPython
Bayesian Python: Bayesian inference tools for Python
Dbda Python543
3 years ago3mitJupyter Notebook
Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code
Bda_r_demos538
4 months ago1bsd-3-clauseHTML
Bayesian Data Analysis demos for R
Beast2228
3 months ago162lgpl-2.1Java
Bayesian Evolutionary Analysis by Sampling Trees
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