causal-inference topic

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

msuzen

DoubleML - Double Machine Learning in R

DoubleML

➕➕ Perfect Match is a simple method for learning representations for counterfactual inference with neural networks.

d909b

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

Covariate Balance Tables and Plots - An R package for assessing covariate balance

ngreifer

WeightIt: an R package for propensity score weighting

ngreifer

Implement PC algorithm in Python | PC 算法的 Python 实现

Renovamen

Causal Inference for the Brave and True的中文翻译版。全部代码基于Python，适用于计量经济学、量化社会学、策略评估等领域。英文版原作者：Matheus Facure

xieliaing

CausalNLP is a practical toolkit for causal inference with text as treatment, outcome, or "controlled-for" variable.

amaiya