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MAIF / shapash

🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models
https://maif.github.io/shapash/
Apache License 2.0
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Explain h2o models #173

Open sebastienQNLT opened 3 years ago

sebastienQNLT commented 3 years ago

Description of Problem: Library doesn't work with h2o models (no mention in the documentation)

Overview of the Solution:

Examples:

Blockers:

Definition of Done:

ThomasBouche commented 3 years ago

Hello sebastienQNLT,

Shapash doesn't work with h2o models right now and we do not work with h2o within the MAIF Shapash team. It seems h2o can compute shap contributions. Then you can add your own contributions in the xpl.compile() like in this tutorial : https://github.com/MAIF/shapash/blob/master/tutorial/explainer/tuto-expl01-Shapash-Viz-using-Shap-contributions.ipynb