https://github.com/suinleelab/path_explain

A repository for explaining feature attributions and feature interactions in deep neural networks.
https://github.com/suinleelab/path_explain

explainable-ai interpretable-deep-learning machine-learning pytorch tensorflow

Last synced: about 2 months ago
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A repository for explaining feature attributions and feature interactions in deep neural networks.

• Host: GitHub
• URL: https://github.com/suinleelab/path_explain
• Owner: suinleelab
• License: mit
• Created: 2020-02-10T23:21:15.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2022-01-16T22:08:55.000Z (over 3 years ago)
• Last Synced: 2025-04-20T13:56:11.630Z (2 months ago)
• Topics: explainable-ai, interpretable-deep-learning, machine-learning, pytorch, tensorflow
• Language: Jupyter Notebook
• Homepage:
• Size: 204 MB
• Stars: 187
• Watchers: 13
• Forks: 29
• Open Issues: 7
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

• Awesome-explainable-AI - https://github.com/suinleelab/path_explain