uplift-modeling topic

List uplift-modeling repositories

causeinfer

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Machine learning based causal inference/uplift in Python

Paper_CausalInference_abtest

198
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45
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因果推理&AB实验相关论文小书库

pytorch-examples

170
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train models in pytorch, Learn to Rank, Collaborative Filter, Heterogeneous Treatment Effect, Uplift Modeling, etc

scikit-uplift

699
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96
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:exclamation: uplift modeling in scikit-learn style in python :snake:

causallift

334
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42
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CausalLift: Python package for causality-based Uplift Modeling in real-world business

YLearn

381
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75
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YLearn, a pun of "learn why", is a python package for causal inference

causalml

4.8k
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752
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Uplift modeling and causal inference with machine learning algorithms

Digital-Marketing-Analytics

187
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55
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This contains projects based on Algorithmic Marketing like Marketing Mix Modeling, Attribution Modeling & Budget Optimization, RFM Analysis, Customer Segmentation, Recommendation Systems, and Social M...

pylift

70
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Uplift modeling and evaluation library. Actively maintained pypi version.

cfml_tools

27
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3
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My collection of causal inference algorithms built on top of accessible, simple, out-of-the-box ML methods, aimed at being explainable and useful in the business context