CausalML: Python Package for Causal Machine Learning

Code

• github.com/uber/causalml
  tf★ 5,769
• github.com/datacoe-publicissapient/risingai2020
  none★ 4

Abstract

CausalML is a Python implementation of algorithms related to causal inference and machine learning. Algorithms combining causal inference and machine learning have been a trending topic in recent years. This package tries to bridge the gap between theoretical work on methodology and practical applications by making a collection of methods in this field available in Python. This paper introduces the key concepts, scope, and use cases of this package.

Tasks

Reproductions