Scientific Software
Updated 6 months ago

medoutcon — Peer-reviewed • Rank 3.9 • Science 95%

medoutcon: Nonparametric efficient causal mediation analysis with machine learning in R - Published in JOSS (2022)

Updated 6 months ago

treeple • Rank 13.4 • Science 67%

Scikit-learn compatible decision trees beyond those offered in scikit-learn

Updated 6 months ago

https://github.com/py-why/dowhy • Rank 24.8 • Science 46%

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.

Updated 6 months ago

causalegm • Rank 11.3 • Science 54%

A General Causal Inference Framework by Encoding Generative Modeling

Updated 6 months ago

https://github.com/1587causalai/causal-sklearn • Science 26%

Scikit-learn Compatible Causal Machine Learning Library - Based on CausalEngine™