Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks.

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

Pgmpy | 2,551 | 6 | 26 | 6 months ago | 24 | October 16, 2023 | 262 | mit | Python | |

Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks. | ||||||||||

Bayesian Modelling In Python | 2,202 | 7 years ago | Jupyter Notebook | |||||||

A python tutorial on bayesian modeling techniques (PyMC3) | ||||||||||

Imodels | 1,229 | 4 | 6 months ago | 44 | October 05, 2023 | 27 | mit | Jupyter Notebook | ||

Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible). | ||||||||||

Easystats | 987 | 6 months ago | 3 | November 05, 2023 | 43 | other | R | |||

:milky_way: The R easystats-project | ||||||||||

Jasp Desktop | 709 | 6 months ago | 16 | agpl-3.0 | C++ | |||||

JASP aims to be a complete statistical package for both Bayesian and Frequentist statistical methods, that is easy to use and familiar to users of SPSS | ||||||||||

Statistical Rethinking With Python And Pymc3 | 674 | 6 years ago | 2 | Jupyter Notebook | ||||||

Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath | ||||||||||

Pydlm | 467 | 1 | 1 | 9 months ago | 14 | December 19, 2018 | 38 | bsd-3-clause | Python | |

A python library for Bayesian time series modeling | ||||||||||

Elfi | 259 | 6 months ago | 6 | June 13, 2022 | 11 | bsd-3-clause | Python | |||

ELFI - Engine for Likelihood-Free Inference | ||||||||||

Bat.jl | 185 | 6 months ago | 20 | other | Julia | |||||

A Bayesian Analysis Toolkit in Julia | ||||||||||

Bayeslearncourse | 133 | 7 months ago | PostScript | |||||||

Bayesian Learning course at Stockholm University |

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