This repository contains a collection of self-explanatory tutorials for different model-agnostic and model-specific XAI methods. Each tutorial comes with a video lecture and practical exercises.
- Permutation Feature Importance
- SHapley Additive exPlanations (SHAP)
- Local Interpretable Model-Agnostic Explanations
- Forest-Guided Clustering
- Grad-CAM