PyWhy

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14 repositories

EconML
Public
ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to ec…
machine-learning economics econometrics
machine-learning economics econometrics causality causal-inference treatment-effects
Jupyter Notebook
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Other
•800•4.5k•381•28•Updated Mar 23, 2026Mar 23, 2026
dowhy
Public
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 causa…
data-science machine-learning python3
data-science machine-learning python3 graphical-models causality bayesian-networks causal-inference treatment-effects causal-models do-calculus
Python
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MIT License
•1k•8k•143•9•Updated Mar 23, 2026Mar 23, 2026
dodiscover
Public
[Experimental] Global causal discovery algorithms
python graphs causality
python graphs causality causal-inference structure-learning
Python
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MIT License
•16•113•52•7•Updated Mar 16, 2026Mar 16, 2026
pywhy-graphs
Public
[Experimental] Causal graphs that are networkx-compliant for the py-why ecosystem.
python graphs networkx
python graphs networkx causality
Python
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MIT License
•8•64•19•5•Updated Mar 16, 2026Mar 16, 2026
causal-learn
Public
Causal Discovery in Python. Learning causality from data.
python statistics time-series
python statistics time-series graph structure independence-tests causality causal-inference causal tetrad
Python
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MIT License
•244•1.6k•56•3•Updated Feb 18, 2026Feb 18, 2026
pywhyllm
Public
Experimental library integrating LLM capabilities to support causal analyses
Python
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MIT License
•33•293•8•4•Updated Jan 6, 2026Jan 6, 2026
pywhy-stats
Public
Python package for (conditional) independence testing and statistical functions related to causality.
python statistics independence-testing
python statistics independence-testing conditional-independence-test
Python
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MIT License
•4•31•6•3•Updated Jan 1, 2026Jan 1, 2026
causaltune
Public
AutoML for causal inference.
Jupyter Notebook
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Apache License 2.0
•32•237•21•5•Updated Dec 18, 2024Dec 18, 2024
py-why.github.io
Public
Contains the code for https://py-why.github.io/
jekyll markdown documentation
jekyll markdown documentation
HTML
•9•8•1•1•Updated Sep 5, 2024Sep 5, 2024
.github
Public
0•0•0•0•Updated Jan 2, 2024Jan 2, 2024
governance
Public
This repository describes the governance model for the PyWhy org
3•2•0•0•Updated Mar 30, 2023Mar 30, 2023
dowhy-example-notebooks-deps-dockerfile
Public
Dockerfile
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MIT License
•1•2•0•0•Updated Oct 19, 2022Oct 19, 2022
graphs
Public
[Not used] Now, an open PR for mixed-edge graph support is open in networkx
Python
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MIT License
•1•2•1•0•Updated Aug 30, 2022Aug 30, 2022
pywhy-notes
Public
Keep track of discussions and meeting minutes.
2•7•0•0•Updated Jul 18, 2022Jul 18, 2022