causality topic

A resource list for causality in statistics, data science and physics

msuzen

The official implementation of "Disentangling User Interest and Conformity for Recommendation with Causal Embedding" (WWW '21)

tsinghua-fib-lab

Python package for the creation, manipulation, and learning of Causal DAGs

uhlerlab

Causal Inference & Deep Learning, MIT IAP 2018

maxwshen

Official code of "Discovering Invariant Rationales for Graph Neural Networks" (ICLR 2022)

Wuyxin

Implementation of Invariant Risk Minimization https://arxiv.org/abs/1907.02893

reiinakano

Library for graphical models of decision making, based on pgmpy and networkx

causalincentives

Python package for Granger causality test with nonlinear forecasting methods.

mrosol

Code accompanying the paper "Preserving Causal Constraints in Counterfactual Explanations for Machine Learning Classifiers"

divyat09

Synthetic difference in differences for Python

MasaAsami