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persimune
explainer:Machine Learning Model Explainer
It enables detailed interpretation of complex classification and regression models through Shapley analysis including data-driven characterization of subgroups of individuals. Furthermore, it facilitates multi-measure model evaluation, model fairness, and decision curve analysis. Additionally, it offers enhanced visualizations with interactive elements.
Maintained by Ramtin Zargari Marandi. Last updated 6 months ago.
aiclassificationclinical-researchexplainabilityexplainable-aiinterpretabilitymachine-learningregressionshapstatistics
15 stars 5.43 score 12 scripts