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https://github.com/linkedin/fasttreeshap

Fast SHAP value computation for interpreting tree-based models
https://github.com/linkedin/fasttreeshap

explainable-ai interpretability lightgbm machine-learning random-forest shap xgboost

Last synced: 2 months ago
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Fast SHAP value computation for interpreting tree-based models

Host: GitHub
URL: https://github.com/linkedin/fasttreeshap
Owner: linkedin
License: bsd-2-clause
Created: 2022-01-24T21:00:53.000Z (about 3 years ago)
Default Branch: master
Last Pushed: 2023-06-26T04:01:38.000Z (over 1 year ago)
Last Synced: 2024-10-02T23:18:35.209Z (4 months ago)
Topics: explainable-ai, interpretability, lightgbm, machine-learning, random-forest, shap, xgboost
Language: Python
Homepage:
Size: 152 MB
Stars: 512
Watchers: 7
Forks: 31
Open Issues: 15
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE