PyPI Stats
  • Insights
  • PyPI
  • GitHub
  • Search
  • Compare
  • Advisories
  • Ecosystem
  • About
Home

Graphical Models Python Packages

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

Python Toolkit for Causal and Probabilistic Reasoning

446K 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.

144K 8K 1K
PyAutoLabs
autofit

PyAutoFit: Classy Probabilistic Programming

91K 64 12
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"

3K 145 27
SPFlow
spflow

Sum Product Flow: An Easy and Extensible Library for Sum-Product Networks

3K 312 83
fdtomasi
regain

REGAIN (Regularised Graphical Inference)

2K 29 13
fabian-sp
gglasso

Algorithms for Single and Multiple Graphical Lasso problems.

2K 40 15
y-takashina
depynd

Evaluating dependencies among random variables.

516 8 2
adityadua24
robopy

A Python 3 implementation of Peter Corke's Robotics Toolbox

478 228 46
ostwalprasad
lgnpy

Linear Gaussian Networks - Inference, Parameter Learning and Representation

395 36 8
junipertcy
functional-connectivity

Sensing functional connectivity in the brain, in Python

289 2 1
Mogeng
iohmm

A python library for Input Output Hidden Markov Models

272 175 37
pgmpy
pgmpy-rcr

Python Toolkit for Causal and Probabilistic Reasoning

237 3K 1K
skggm
skggm

Scikit-learn compatible estimation of general graphical models

185 252 47
skggm
skggm2

Scikit-learn compatible estimation of general graphical models

171 252 47
felixleopoldo
cstrees

CSlearn: a package for context-specific causal models

163 4 0
LeviBorodenko
dgcnn

Clean & Documented TF2 implementation of "An end-to-end deep learning architecture for graph classification" (M. Zhang et al., 2018).

140 24 3
jluttine
junctiontree

The junction tree algorithm for (discrete) factor graphs

115 18 5
GlooperLabs
graphtime

A Package for Dynamic Graphical Model Estimation. Future versions in R coming soon

110 8 2
LeviBorodenko
dortmund2array

Add a short description here!

87 2 0
    • Data from PyPI, GitHub, ClickHouse, and BigQuery