causal-inference topic

Auton Survival - an open source package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Events

autonlab

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...

py-why

Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.

matheusfacure

Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins

jrfiedler

:exclamation: uplift modeling in scikit-learn style in python :snake:

maks-sh

A Python package for modular causal inference analysis and model evaluations

BiomedSciAI

We will keep updating the paper list about machine learning + causal theory. We also internally discuss related papers between NExT++ (NUS) and LDS (USTC) by week.

fulifeng

CausalLift: Python package for causality-based Uplift Modeling in real-world business

Minyus

Code for the Recsys 2018 paper entitled Causal Embeddings for Recommandation.

criteo-research

YLearn, a pun of "learn why", is a python package for causal inference

DataCanvasIO