Welcome to Causal ML’s documentation

• Getting Started
  • About CausalML
  • Intro to Causal Machine Learning
  • Installation
  • API Quickstart
  • Estimating and Validating Heterogeneous Treatment Effects
  • Frequently Asked Questions
• User Guide
  • Choosing an Estimator
  • Methodology
  • Interpretable Causal ML
  • Validation
  • Uncertainty Quantification
  • Benchmark Datasets
  • Examples
  • References
• API Reference
  • Submodules
  • causalml.inference.tree module
  • causalml.inference.meta module
  • causalml.inference.iv module
  • causalml.inference.torch module
  • causalml.inference.tf module
  • causalml.inference.jax module
  • causalml.optimize module
  • causalml.dataset module
  • causalml.match module
  • causalml.propensity module
  • causalml.metrics module
  • causalml.feature_selection module
  • causalml.features module
  • Module contents
• Contributing
  • Setting up a development environment
  • Before opening a pull request
  • Project documents
• Release Notes
  • Changelog
  • Migration Guide

Indices and tables

• Index

• Module Index

• Search Page