Causal Machine Learning

Packt Publishing

Causal Inference and Discovery in Python: Unlock the secrets of modern causal machine learning with DoWhy, EconML, PyTorch and more

The MIT Press

Causal Analysis: Impact Evaluation and Causal Machine Learning with Applications in R

MIT Press

Elements of Causal Inference: Foundations and Learning Algorithms

Springer

Machine Learning for Causal Inference (English Edition)

Independently published

Causal Inference in Machine Learning: A Beginner-Friendly Hands-on Guide to Uncovering Cause-and-Effect Relationships with Python

O'Reilly

Causal Inference in Python: Applying Causal Inference in the Tech Industry

Independently published

Applied Causal Inference                        

Supervised Machine Learning for Science: How to stop worrying and love your black box (English Edition)

Princeton Univ Pr

Text as Data: A New Framework for Machine Learning and the Social Sciences

Now Publishers

Causal Fairness Analysis: A Causal Toolkit for Fair Machine Learning