uplift

❗ uplift modeling in scikit-learn style in python 🐍

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

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

Uplift modeling and evaluation library. Actively maintained pypi version.

Machine learning based causal inference/uplift in Python

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

An unofficial Python library for control of Uplift standing desks over BLE.

A repo with functions for building various COMs and GCOMs quickly.

Full-stack promo analytics: upload CSV → validate → compute category/SKU uplift → save runs → export results.

Uplift на X5 RetailHero: кому предложение меняет поведение. Пересечение топ-10% по отклику и по приросту 0.44%. Δ uplift@10% = +9.53 п.п. [+6.63; +12.54].

Sample Node.js and Python apps for the Uplift API — data export, captures, and athletes, plus a 3D coordinate transform utility.

Mini-étude de ML causal avec le dataset Criteo Uplift Prediction