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Bayesian Statistics Python Packages

Python packages with the GitHub topic bayesian-statistics. Sorted by relevance, with stars and monthly downloads.
raphaelvallat
pingouin

Statistical package in Python based on Pandas

460K 2K 165
pymc-devs
pymc-extras

Powerful add-ons for PyMC

382K 137 82
arviz-devs
preliz

Exploring and eliciting probability distributions

165K 165 17
GPflow
gpflow

Gaussian processes in TensorFlow

89K 2K 432
bambinos
bambi

BAyesian Model-Building Interface (Bambi) in Python.

54K 1K 143
uber
orbit-ml

A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

37K 2K 149
aesara-devs
aeppl-nightly

Tools for an Aesara-based PPL.

29K 67 20
argmaxml
conjugate-prior

Implementation of the conjugate prior table for Bayesian Statistics

25K 52 7
fasiha
ebisu

Public-domain Python library for flashcard quiz scheduling using Bayesian statistics. (JavaScript, Java, Dart, and other ports available!)

16K 337 30
aesara-devs
aeppl

Tools for an Aesara-based PPL.

14K 67 20
martinit18
nested-fit

Bayesian data analysis code for evidence and probability distribution calculation based on nested sampling algorithm

13K 11 6
Matt52
bayesian-testing

Bayesian A/B testing

6K 83 10
supernnova
supernnova

Open Source Photometric classification https://supernnova.readthedocs.io

5K 37 9
AdityaSavara
chekipeuq

This is the CheKiPEUQ package which stands for Chemical Kinetics Parameter Estimation and Uncertainty Quantification. See https://github.com/AdityaSavara/CheKiPEUQ for more information.

4K 14 6
pymc-devs
pymc-experimental

Powerful add-ons for PyMC

2K 137 82
cdslaborg
paramonte

ParaMonte: Parallel Monte Carlo and Machine Learning Library for Python, MATLAB, Fortran, C++, C.

1K 305 36
teddygroves
bibat

A batteries-included template for Bayesian data analysis projects

1K 22 2
steven-murray
yabf

Yet Another Bayesian Framework

877 0 0
AndreaBlengino
baypy

Python library for solving bayesian regression models through a Monte Carlo Markov chain sampling

755 1 0
georgeberry
blayers

Bayesian layers for NumPyro and Jax

715 36 0
ml-opt
bayespermus

Bayesian inference of algorithm performance using permutation models.

605 0 0
thomaspinder
impulso

Bayesian VAR and SVAR models in Python.

578 13 4
aadya940
chainopy

A Python Library for Markov Chain based Stochastic Analysis!

566 23 1
felixleopoldo
trilearn

Bayesian structure learning and classification in decomposable graphical models.

504 11 5
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