pywhy.org - An Open Source Ecosystem for Causal Machine Learning

Example domain paragraphs

PyWhy’s mission is to build an open-source ecosystem for causal machine learning that moves forward the state-of-the-art and makes it available to practitioners and researchers. We build and host interoperable libraries, tools, and other resources spanning a variety of causal tasks and applications, connected through a common API on foundational causal operations and a focus on the end-to-end analysis process.

pip install dowhy In-depth instructions → Learn DoWhy | An end-to-end library for causal inference An introduction to DoWhy, a Python library for causal inference that supports explicit modeling and testing of causal assumptions.

Beyond predictive models: The causal story behind hotel booking cancellations.

Links to pywhy.org (3)