https://github.com/firmai/shapeng

Shapley Feature Engineering
https://github.com/firmai/shapeng

Last synced: 5 months ago
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Shapley Feature Engineering

• Host: GitHub
• URL: https://github.com/firmai/shapeng
• Owner: firmai
• Created: 2020-03-01T03:01:13.000Z (almost 6 years ago)
• Default Branch: master
• Last Pushed: 2020-03-01T03:04:59.000Z (almost 6 years ago)
• Last Synced: 2025-08-19T23:55:28.997Z (5 months ago)
• Language: Jupyter Notebook
• Size: 34.2 KB
• Stars: 1
• Watchers: 2
• Forks: 3
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Shapley Feature Engineering

Failed experiment to create features from using different statistical details of shapley values. See the notebook. 

The additional features help sometimes, but give 0.5-2% improvement. I don't think that is good enough to warrant the creation of a package. You can play around with it, the notebook is google colab compatible.