causality topic

Awesome Neural Logic and Causality: MLN, NLRL, NLM, etc. 因果推断，神经逻辑，强人工智能逻辑推理前沿领域。

FLHonker

Causal Discovery in Python. It also includes (conditional) independence tests and score functions.

py-why

CausalWorld: A Robotic Manipulation Benchmark for Causal Structure and Transfer Learning

rr-learning

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

Curated research at the intersection of causal inference and natural language processing.

causaltext

The open source repository for the Causal Modeling in Machine Learning Workshop at Altdeep.ai @ www.altdeep.ai/courses/causalML

altdeep

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

maks-sh

A Python package for modular causal inference analysis and model evaluations

BiomedSciAI