https://github.com/locuslab/monotone_op_net

Monotone operator equilibrium networks
https://github.com/locuslab/monotone_op_net

Last synced: about 1 year ago
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Monotone operator equilibrium networks

• Host: GitHub
• URL: https://github.com/locuslab/monotone_op_net
• Owner: locuslab
• Created: 2020-06-14T21:41:38.000Z (about 6 years ago)
• Default Branch: master
• Last Pushed: 2020-06-22T22:35:42.000Z (about 6 years ago)
• Last Synced: 2025-04-02T20:11:26.519Z (about 1 year ago)
• Language: Jupyter Notebook
• Size: 610 KB
• Stars: 51
• Watchers: 6
• Forks: 4
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Monotone operator equilibrium networks

*Code to replicate the experiments in [the paper](https://arxiv.org/abs/2006.08591) by Ezra Winston and [Zico Kolter](http://zicokolter.com).*

**See the [tutorial notebook](tutorial.ipynb) 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`](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`.