https://github.com/quva-lab/init-eqprop
https://github.com/quva-lab/init-eqprop
Last synced: about 1 year ago
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- Host: GitHub
- URL: https://github.com/quva-lab/init-eqprop
- Owner: QUVA-Lab
- License: other
- Created: 2019-02-06T11:39:02.000Z (over 7 years ago)
- Default Branch: master
- Last Pushed: 2021-03-30T08:31:34.000Z (about 5 years ago)
- Last Synced: 2025-03-27T23:23:58.104Z (about 1 year ago)
- Language: Python
- Size: 26.4 KB
- Stars: 5
- Watchers: 11
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE.txt
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README
# Code for Initialized Equilibrium Propagation for Backprop-Free Training
This is the code for the paper [Initialized Equilibrium Propagation for Backprop-Free Training, Peter O'Connor, Efstratios Gavves, Max Welling](https://openreview.net/forum?id=B1GMDsR5tm)
To set up this repo, within an environment with Python 3.6+ (you can create one with `virtualenv venv36 --python=python3.6; source venv36/bin/activate`), go:
```
git clone https://github.com/quva-lab/init-eqprop.git
cd init-eqprop
pip install -r requirements.txt
```
You can then recreate the figures by running
```
python init_eqprop/figures.py
```
If you have any problems with the code, please raise an issue in this repo.
> This repo has been auto-generated by the [Public Release Package](https://github.com/petered/public-release)