Oege Dijk

Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.

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OOP components for plotly dash that make dashboard components composable, reusable and configurable

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Example of how to include querystrings to save state url in plotly's Dash

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A scikit-learn compatible estimator based on business-rules with interactive dashboard included

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A demonstration of the explainerdashboard package that that displays model quality, permutation importances, SHAP values and interactions, and individual trees for sklearn RandomForestClassifiers, etc

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