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Causality Analysis Python Packages

Python packages with the GitHub topic causality-analysis. Sorted by relevance, with stars and monthly downloads.
itamarst
eliot

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

76K 1K 71
erdogant
bnlearn

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

61K 627 58
cdt15
lingam

Python package for causal discovery based on LiNGAM.

36K 490 71
OscarEngelbrektson
syntheticcontrolmethods

A Python package for causal inference using Synthetic Controls

3K 193 57
realrate
causing

Causing: CAUsal INterpretation using Graphs

991 62 9
DataCanvasIO
ylearn

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

737 429 79
mrosol
nonlincausality

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

593 92 18
DSsoli
esa-2scm

ESA-2SCM Python Package for Causal Discovery

573 0 0
inovex
justcause

💊 Comparing causality methods in a fair and just way.

554 141 13
Center-For-Complex-Systems-Science
causationentropy

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

226 24 2
swarna-kpaul
genfact

Counterfactual causal analysis

225 1 2
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