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Microsoft Research Summit 2021 • Videos

Demo: Enabling end-to-end causal inference at scale

This session will present the two popular open-source tools for causal inference, DoWhy and EconML, developed by Microsoft Research. In this demo, researchers Amit Sharma and Eleanor Dillon will describe how the integrated toolkit (DoWhy+EconML) provides an end-to-end API for causal inference, access to state-of-the-art effect estimation algorithms, and methods to evaluate the validity of a causal estimate.

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Track:
Causal Machine Learning
Date:
Speakers:
Eleanor Dillon, Amit Sharma
Affiliation:
Microsoft Research

Causal Machine Learning