Monotone operator equilibrium networks

Code to replicate the experiments in the paper by Ezra Winston and Zico Kolter.

See the tutorial notebook for an introduction to the paper and the code in this repo.

Code to replicate the experiments in the paper can be found in experiments.ipynb.

Requirements

Compatible with python 3.5+ and known to work with pytorch 1.4, torchvision 0.5, and numpy 1.18. Can install with pip install -r requirements.txt.