Pymc Alternatives

Bayesian Modeling and Probabilistic Programming in Python
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Alternatives To pymc-devs/pymc
Project Name Stars Downloads Repos Using This Packages Using This Most Recent Commit Total Releases Latest Release Open Issues License Language
pymc-devs/pymc 9,638 143 106 15 days ago 36 March 15, 2022 271 other Python
Bayesian Modeling and Probabilistic Programming in Python
pyro-ppl/numpyro 2,597 4 72 5 months ago 26 September 24, 2023 77 apache-2.0 Python
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
TuringLang/Turing.jl 1,925 0 0 over 2 years ago 0 75 mit Julia
Bayesian inference with probabilistic programming.
JavierAntoran/Bayesian-Neural-Networks 1,633 0 0 over 2 years ago 0 5 mit Jupyter Notebook
Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more
avehtari/BDA_py_demos 1,038 0 0 9 months ago 0 0 gpl-3.0 Jupyter Notebook
Bayesian Data Analysis demos for Python
stan-dev/rstan 983 0 0 over 2 years ago 0 326 R
RStan, the R interface to Stan
bayespy/bayespy 666 0 0 about 3 years ago 5 March 20, 2021 68 mit Python
Bayesian Python: Bayesian inference tools for Python
JWarmenhoven/DBDA-python 543 0 0 almost 5 years ago 0 3 mit Jupyter Notebook
Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code
avehtari/BDA_R_demos 538 0 0 over 2 years ago 0 1 bsd-3-clause HTML
Bayesian Data Analysis demos for R
CompEvol/beast2 228 0 0 over 2 years ago 0 162 lgpl-2.1 Java
Bayesian Evolutionary Analysis by Sampling Trees
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