https://github.com/rasbt/nn_plus_gzip

Gzip and nearest neighbors for text classification
https://github.com/rasbt/nn_plus_gzip

Last synced: 11 months ago
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Gzip and nearest neighbors for text classification

• Host: GitHub
• URL: https://github.com/rasbt/nn_plus_gzip
• Owner: rasbt
• License: apache-2.0
• Created: 2023-07-26T12:10:52.000Z (almost 3 years ago)
• Default Branch: main
• Last Pushed: 2023-08-01T12:33:48.000Z (almost 3 years ago)
• Last Synced: 2025-06-30T21:43:29.834Z (12 months ago)
• Language: Jupyter Notebook
• Homepage: https://magazine.sebastianraschka.com/publish/posts/detail/135498244?referrer=%2Fpublish%2Fposts
• Size: 719 KB
• Stars: 57
• Watchers: 6
• Forks: 9
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# nn_plus_gzip

Minimalist reimplementation of the *Gzip and nearest neighbors* method for text classification based on the paper:

- *“Low-Resource” Text Classification: A Parameter-Free Classification Method with Compressors* ([https://aclanthology.org/2023.findings-acl.426/](https://aclanthology.org/2023.findings-acl.426/)) by Zhiying Jiang, Matthew Yang, Mikhail Tsirlin, Raphael Tang, Yiqin Dai, and Jimmy Lin