py-why

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.

7.7K stars 983 forks 7.7K watchers Python MIT License
bayesian-networks causal-inference causal-machine-learning causal-models causality data-science do-calculus graphical-models machine-learning python3 treatment-effects
View on GitHub Website
1 Open Issue Need Help Last updated: Sep 13, 2025

Open Issues Need Help

View All on GitHub
regression adjusted estimator for propensity_score_weighting about 1 month ago
good first issue
py-why/dowhy
7.7K

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.

Python
#bayesian-networks#causal-inference#causal-machine-learning#causal-models#causality#data-science#do-calculus#graphical-models#machine-learning#python3#treatment-effects