Welcome to UpliftML’s documentation!

Contents:

• About UpliftML
• Installation
• Uplift Modeling
  • CATE Estimators
  • Estimators for Constrained Uplift Modeling
• Evaluation
  • Key metrics
  • Plots
  • Model evaluation metrics
• API Design
  • Estimators
  • Evaluation
• Examples
  • Training a T-learner in PySpark
• upliftml package
  • PySpark-based Estimators
  • H2O-based Estimators
  • Evaluation and Plotting Functions
  • Data Simulators
• References
  • Tutorials and blog posts
  • Related packages
  • Papers

Indices and tables

• Index

• Module Index

• Search Page