/DeepGMM

Primary LanguagePythonMIT LicenseMIT

DeepGMM

Code for
Deep Generalized Method of Moments for Instrumental Variable Analysis
Andrew Bennett, Nathan Kallus, Tobias Schnabel
https://arxiv.org/abs/1905.12495

Instructions

Run generate_X_data.py scripts to build data, and then run_X_experiments_Y.py scripts to run experiments on the generated data and save results into "results" directory.

Cleaner version of codebase currently in progress.