https://github.com/googleinterns/controllabledl
https://github.com/googleinterns/controllabledl
Last synced: 11 months ago
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- Host: GitHub
- URL: https://github.com/googleinterns/controllabledl
- Owner: googleinterns
- Created: 2021-02-04T20:59:29.000Z (over 5 years ago)
- Default Branch: master
- Last Pushed: 2021-05-28T04:43:24.000Z (about 5 years ago)
- Last Synced: 2025-04-06T18:50:40.270Z (about 1 year ago)
- Language: Python
- Size: 8.43 MB
- Stars: 37
- Watchers: 4
- Forks: 22
- Open Issues: 1
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Metadata Files:
- Readme: README.md
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README
# Controllable deep learning (`controllabledl`)
**This is not an officially supported Google product.**
## Dependencies
- `python 3.7`
- `pytorch 1.6.0`
## Double pendulum system
### Data
For the double pendulum dataset, please check `pendulum-system/train.py` to see how data is generated.
### Command
`$ python train.py --model_type dnn-crr-autoscale`
## M5 forecasting task
- Task description and dataset: https://www.kaggle.com/c/m5-forecasting-accuracy/overview
## Healthcare task
- Task description and dataset: https://www.kaggle.com/sulianova/cardiovascular-disease-dataset