Causality Analysis Python Packages

eliot

Eliot: the logging system that tells you *why* it happened

bnlearn

Python package for Causal Discovery by learning the graphical structure of Bayesian networks. Structure Learning, Parameter Learning, Inferences, Sampling methods.

lingam

Python package for causal discovery based on LiNGAM.

syntheticcontrolmethods

A Python package for causal inference using Synthetic Controls

causing

Causing: CAUsal INterpretation using Graphs

ylearn

YLearn, a pun of "learn why", is a python package for causal inference

nonlincausality

Python package for Granger causality test with nonlinear (neural networks) forecasting methods.

esa-2scm

ESA-2SCM Python Package for Causal Discovery

justcause

💊 Comparing causality methods in a fair and just way.

causationentropy

Implementation of Causation Entropy from Clarkson Center for Complex Systems Science (C3S2)

genfact

Counterfactual causal analysis