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LICENSE Initial commit May 23, 2019
README.md
generate_mnist_data.py
generate_zoo_data.py
run_mnist_experiments_baselines.py
run_mnist_experiments_ours.py
run_zoo_experiments_baselines.py
run_zoo_experiments_ours.py

README.md

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.

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