Bayesian Modeling and Probabilistic Programming in Python

Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
---|---|---|---|---|---|---|---|---|---|---|

Pymc | 8,429 | 143 | 106 | a month ago | 36 | March 15, 2022 | 271 | other | Python | |

Bayesian Modeling and Probabilistic Programming in Python | ||||||||||

Numpyro | 1,966 | 4 | 72 | 6 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. | ||||||||||

Turing.jl | 1,925 | 6 months ago | 75 | mit | Julia | |||||

Bayesian inference with probabilistic programming. | ||||||||||

Bayesian Neural Networks | 1,633 | 9 months ago | 5 | mit | Jupyter Notebook | |||||

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more | ||||||||||

Rstan | 983 | 6 months ago | 326 | R | ||||||

RStan, the R interface to Stan | ||||||||||

Bda_py_demos | 851 | 3 years ago | gpl-3.0 | Jupyter Notebook | ||||||

Bayesian Data Analysis demos for Python | ||||||||||

Bayespy | 666 | a year ago | 5 | March 20, 2021 | 68 | mit | Python | |||

Bayesian Python: Bayesian inference tools for Python | ||||||||||

Dbda Python | 543 | 3 years ago | 3 | mit | Jupyter Notebook | |||||

Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code | ||||||||||

Bda_r_demos | 538 | 8 months ago | 1 | bsd-3-clause | HTML | |||||

Bayesian Data Analysis demos for R | ||||||||||

Beast2 | 228 | 7 months ago | 162 | lgpl-2.1 | Java | |||||

Bayesian Evolutionary Analysis by Sampling Trees |

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