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README.md
__init__.py
coins_demo.py
learn_lin_reg.py
learn_lin_reg_test.py
requirements.txt
run.sh
tuning_algorithms.py

README.md

Library code for learning optimal linear regularizers, and demo script that uses the code to optimize regularization hyperparameters on a simple toy problem.

See the paper: "Learning Optimal Linear Regularizers" https://arxiv.org/pdf/1902.07234.pdf

To run the demo:

python -m learnreg.coins_demo

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