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Bayesian Networks Python Packages

Python packages with the GitHub topic bayesian-networks. Sorted by relevance, with stars and monthly downloads.
pgmpy
pgmpy

Python Toolkit for Causal and Probabilistic Reasoning

455K 3K 1K
py-why
dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

170K 8K 1K
google
neural-tangents

Fast and Easy Infinite Neural Networks in Python

5K 2K 241
ITMO-NSS-team
bamt

data modeling and analysis tool based on Bayesian networks

5K 134 23
ropeless
compiled-knowledge

CompiledKnowledge is a Python package for compiling and querying discrete probabilistic graphical models.

4K 0 0
kevinsbello
dagma

A Python 3 package for learning Bayesian Networks (DAGs) from data. Official implementation of the paper "DAGMA: Learning DAGs via M-matrices and a Log-Determinant Acyclicity Characterization"

4K 145 27
davenza
pybnesian

PyBNesian is a Python package that implements Bayesian networks.

3K 49 13
ITMO-NSS-team
bamt-light

Repository of a data modeling and analysis tool based on Bayesian networks

522 134 23
causalincentives
pycid

Library for graphical models of decision making, based on pgmpy and networkx

391 113 23
larslorch
dibs-lib

DiBS: Differentiable Bayesian Structure Learning

365 53 14
felixleopoldo
cstrees

A Python library for CStrees.

216 4 0
kevinsbello
iscan-dag

A Python 3 package for identifying distribution shifts (a.k.a feature-shifts) between datasets. Official implementation of the paper: "iSCAN: Identifying Causal Mechanism Shifts among Nonlinear Additive Noise Models".

213 5 2
pgmpy
pgmpy-rcr

A customized fork of pgmpy for RCR library compatibility

189 3K 1K
ptorrijos99
scikit-bayes

A Python package for AnDE classifiers.

165 2 0
macks22
daft-builder

Wrapper library on daft that provides a builder interface for rendering probabilistic graphical models (PGMs).

139 2 0
jluttine
junctiontree

The junction tree algorithm for (discrete) factor graphs

125 18 5
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