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informatics-lab / precip_rediagnosis

Project to use ML to re-diagnose precipitation fields from ensemble model fields
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Explore packages for model explainability and interpretability #56

Open hannahbrown7 opened 2 years ago

hannahbrown7 commented 2 years ago

SHAP/ELI5/LIME/others? Align with work done by Brody (industrial placement)

hannahbrown7 commented 2 years ago

https://blog.salesforceairesearch.com/omnixai/

hannahbrown7 commented 2 years ago

A really useful blog explaining how SHAP works https://towardsdatascience.com/shap-explained-the-way-i-wish-someone-explained-it-to-me-ab81cc69ef30