Popular GitHub Repositories for Explainable Machine Learning

Principal Image Sections Mapping. Convolutional Neural Network Visualisation and Explanation Framework

[CIKM'2023] "STExplainer: Explainable Spatio-Temporal Graph Neural Networks"

Code repository for the online course Machine Learning Interpretability

The PyTorch implementation for "DEAL: Disentangle and Localize Concept-level Explanations for VLMs" (ECCV 2024 Strong Double Blind)

An R package providing functions for interpreting and distilling machine learning models

[Frontiers in AI Journal] Implementation of the paper "Interpreting Vision and Language Generative Models with Semantic Visual Priors"

Explanation-guided boosting of machine learning evasion attacks.