Uplift Modeling Python Packages

causalml

Uplift modeling and causal inference with machine learning algorithms

scikit-uplift

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

pylift

Uplift modeling and evaluation library. Actively maintained pypi version.

aimz

Scalable probabilistic impact modeling

ylearn

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

causallift

CausalLift: Python package for Uplift Modeling for A/B testing and observational data.

causeinfer

Machine learning based causal inference/uplift in Python

utboost

UTBoost Python Package

pyuplift

Lightweight uplift modeling framework for Python

autoum

A Python Framework for Automatically Evaluating various Uplift Modeling Algorithms to Estimate Individual Treatment Effects

fractional-uplift

Package for performing uplift modeling that is aware of the cost of treatment.

upliftnet

Causal loss and metric for neural networks