https://github.com/aajanki/eli5-custom-vectorizer

https://github.com/aajanki/eli5-custom-vectorizer

Last synced: about 2 months ago
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• Host: GitHub
• URL: https://github.com/aajanki/eli5-custom-vectorizer
• Owner: aajanki
• License: mit
• Created: 2020-07-03T06:15:06.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2021-08-23T20:53:16.000Z (over 3 years ago)
• Last Synced: 2024-04-24T03:01:44.535Z (9 months ago)
• Language: Jupyter Notebook
• Size: 197 KB
• Stars: 0
• Watchers: 3
• Forks: 0
• Open Issues: 6
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# eli5 with a custom scikit-learn vectorizer

See the [notebook](Text%20classifier%20explanations%20with%20a%20custom%20vectorizer.ipynb).

![Example of a highlighted document](images/fi-highlights.png)

## Setup

Download data and models:

```

scripts/get_data.sh

```

Open the notebook:

```

pipenv run jupyter notebook

```

## Note on library versions

Eli5 10.1 is not fully compatible with scikit-learn 0.22 or later.

## License

MIT