shap topic
FastTreeSHAP
Fast SHAP value computation for interpreting tree-based models
timeshap
TimeSHAP explains Recurrent Neural Network predictions.
awesome-shapley-value
Reading list for "The Shapley Value in Machine Learning" (JCAI 2022)
powershap
A power-full Shapley feature selection method.
streamlit-shap
streamlit-shap provides a wrapper to display SHAP plots in Streamlit.
ai-hackathon
🏆데이콘 AI해커톤 대회 우수상 솔루션🏆
ExplainableML-Vision
This repository introduces different Explainable AI approaches and demonstrates how they can be implemented with PyTorch and torchvision. Used approaches are Class Activation Mappings, LIMA and SHaple...
Model-Interpretation
Overview of different model interpretability libraries.
survex
Explainable Machine Learning in Survival Analysis
Modeling-Uncertainty-Local-Explainability
Local explanations with uncertainty 💐!