For calculating global feature importance using Shapley values.
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Updated
May 27, 2024 - Python
For calculating global feature importance using Shapley values.
Flask app that predicts the risk of heart disease based on a GBT ML model, and shows the confidence in the prediction as well as the factors behind the prediction (explainability).
The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).
Amazon SageMaker Solution for explaining credit decisions.
FastAPI for gathering LocationIQ bounding box and PurpleAir Sensor Data then creating interpolated GeoJson using KNN-Regression
streamlit-shap provides a wrapper to display SHAP plots in Streamlit.
Multi-Touch Attribution
Interpretable machine learning based on Shapley values
A lightweight implementation of removal-based explanations for ML models.
Search vector Shapley in cooperative game
For calculating Shapley values via linear regression.
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