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