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.

Name		Name	Last commit message	Last commit date
Latest commit History 20 Commits
README.md		README.md
experiments.ipynb		experiments.ipynb
mnist_fc_model_trained.pt		mnist_fc_model_trained.pt
mon.py		mon.py
requirements.txt		requirements.txt
splitting.py		splitting.py
train.py		train.py
tutorial.ipynb		tutorial.ipynb
utils.py		utils.py