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Uplift Modeling Python Packages

Python packages with the GitHub topic uplift-modeling. Sorted by relevance, with stars and monthly downloads.
uber
causalml

Uplift modeling and causal inference with machine learning algorithms

82K 6K 857
maks-sh
scikit-uplift

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

41K 805 105
markean
aimz

Scalable probabilistic impact modeling

2K 6 2
pylift
pylift

Uplift modeling and evaluation library. Actively maintained pypi version.

2K 78 20
Minyus
causallift

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

843 356 45
andrewtavis
causeinfer

Machine learning based causal inference/uplift in Python

826 63 12
DataCanvasIO
ylearn

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

737 429 79
duketemon
pyuplift

Uplift modeling implementation

311 30 3
jroessler
autoum

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

194 23 3
jd-opensource
utboost

A powerful tree-based uplift modeling system.

166 34 2
google-marketing-solutions
fractional-uplift

A flexible python package for cost-aware uplift modelling.

85 41 9
janhelcl
upliftnet

Towards causality in neural networks.

66 0 0
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