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interpretml / interpret-text

A library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in dashboard.
MIT License
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Do you consider supporting multi-label classification(one sample can have more than one label) using IntrospectiveRationaleExplainer #223

Open HenryLiuPI opened 10 months ago

HenryLiuPI commented 10 months ago

Do you consider supporting multi-label classification(one sample can have more than one label) using IntrospectiveRationaleExplainer?

Right now IntrospectiveRationaleExplainer model can do multi-class classification task. What if we have training dataset with samples that have multiple labels and want to use IntrospectiveRationaleExplainer to do the classification, is this something you would like to support in the near future?