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:

aimz

Scalable probabilistic impact modeling

pylift

Uplift modeling and evaluation library. Actively maintained pypi version.

causeinfer

Machine learning based causal inference/uplift in Python

ylearn

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

causallift

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

xuplift

Explainable uplift modeling via linearized kernel feature maps

pyuplift

Lightweight uplift modeling framework for Python

utboost

A powerful tree-based uplift modeling system.

autoum

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

fractional-uplift

A flexible python package for cost-aware uplift modelling.

upliftnet

Towards causality in neural networks.