https://github.com/crcrpar/fastai-optuna-rossman

The code for my Medium post =>
https://github.com/crcrpar/fastai-optuna-rossman

Last synced: 4 days ago
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The code for my Medium post =>

• Host: GitHub
• URL: https://github.com/crcrpar/fastai-optuna-rossman
• Owner: crcrpar
• Created: 2019-11-01T00:12:56.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2019-11-01T04:09:46.000Z (over 5 years ago)
• Last Synced: 2024-12-17T05:23:11.853Z (about 2 months ago)
• Language: Python
• Homepage: https://medium.com/@crcrpar/optuna-fastai-tabular-model-001-55777031e288
• Size: 5.86 KB
• Stars: 1
• Watchers: 2
• Forks: 0
• Open Issues: 1
• Metadata Files:
  • Readme: README.md

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README

        
This is the repository for [my Medium post](https://medium.com/@crcrpar/optuna-fastai-tabular-model-001-55777031e288).

## Requirements

- fastai v1.0.58

- Optuna v0.17.1

## How to Use this script?

Prepare the dataset under `data` directory and run `python optimize_rossman.py --pruning` if you want `"PRUNING"` and `python optimize_rossman.py` otherwise.

## How to Prepare Dataset?

See [fastai/course-v3 rossman_data_clean.ipynb](https://github.com/fastai/course-v3/blob/master/nbs/dl1/rossman_data_clean.ipynb).