Pinned

1. explainerdashboard Public

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

   Python 1.3k 175

2. dash_oop_components Public

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

   Jupyter Notebook 34 6

3. rule_estimator Public

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

   Jupyter Notebook 28 1

4. dash_querystrings Public

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

   Python 15 1

5. explainingtitanic Public

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

   Python 8 3

6. sagemaker-creditscore-explainer Public

   Example of how to deploy an ML algorithm together with SHAP explanations to AWS Sagemaker, including a front end dashboard.

   Jupyter Notebook 4 1