https://github.com/zyddnys/mdeq-dummy
Multiscale Deep Equilibrium Models for dummies
https://github.com/zyddnys/mdeq-dummy
Last synced: 8 months ago
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Multiscale Deep Equilibrium Models for dummies
- Host: GitHub
- URL: https://github.com/zyddnys/mdeq-dummy
- Owner: zyddnys
- Created: 2021-06-03T01:26:39.000Z (over 4 years ago)
- Default Branch: main
- Last Pushed: 2021-06-18T01:28:45.000Z (over 4 years ago)
- Last Synced: 2025-01-16T16:23:12.336Z (9 months ago)
- Language: Python
- Size: 18.6 KB
- Stars: 0
- Watchers: 3
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Multiscale Deep Equilibrium Models for dummies
The code in the [original MDEQ repo](https://github.com/locuslab/mdeq) is somewhat hard to modifiy for other applications. So I simplified it to make it easy to use by simply filling some NotImplemented part with your code.
# Tutorial
A simple demo of cifar10 can be found in [models_cifar10.py](models_cifar10.py).
1. You can make a copy of `models.py` and change it to your model name.
2. You can find comments in the file instructing you to fill missing modules.
3. The final model can be imported by importing `MDEQModelYourModel` from the file, of course you can change its name.
# Acknowledgement
A lot of codes are directly copied from the original MDEQ repo.