explainable-artificial-intelligence topic
treeshap
Compute SHAP values for your tree-based models using the TreeSHAP algorithm
xai4se.github.io
Explainable AI for Software Engineering: A Hands-on Guide on How to Make Software Analytics More Practical, Explainable, and Actionable (https://xai4se.github.io)
yolo-heatmaps
A utility for generating heatmaps of YOLOv8 using Layerwise Relevance Propagation (LRP/CRP).
PIPNet
PIP-Net: Patch-based Intuitive Prototypes Network for Interpretable Image Classification (CVPR 2023)
awesome-neural-trees
Introduction, selected papers and possible corresponding codes in our review paper "A Survey of Neural Trees"
ATgfe
Automated Transparent Genetic Feature Engineering
ice
Interpretable Control Exploration and Counterfactual Explanation (ICE) on StyleGAN
siren
SIREN: A Simulation Framework for Understanding the Effects of Recommender Systems in Online News Environments
XAI-Scholar
Cross-field empirical trends analysis of XAI literature
xai_thyroid
Classification and Object Detection XAI methods (CAM-based, backpropagation-based, perturbation-based, statistic-based) for thyroid cancer ultrasound images