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Top 2 causal-machine-learning open source projects

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.

✭ 3,480

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

tlverse-handbook

🎯 📕 Targeted Learning in R: A Causal Data Science Handbook

✭ 50

TeX r data-science machine-learning statistics biostatistics targeted-learning causal-inference tlverse causal-machine-learning causal-data-science

1-2 of 2 causal-machine-learning projects