explainable-machine-learning topic

📍 Interactive Studio for Explanatory Model Analysis

ModelOriented

A Python library for Secure and Explainable Machine Learning

pralab

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

szandala

Explainable Machine Learning in Survival Analysis

ModelOriented

A collection of algorithms of counterfactual explanations.

wangyongjie-ntu

A utility for generating heatmaps of YOLOv8 using Layerwise Relevance Propagation (LRP/CRP).

akarasman

Interpretable Control Exploration and Counterfactual Explanation (ICE) on StyleGAN

prclibo

Reading list for adversarial perspective and robustness in deep reinforcement learning.

EzgiKorkmaz

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

HKUDS

Classification and Object Detection XAI methods (CAM-based, backpropagation-based, perturbation-based, statistic-based) for thyroid cancer ultrasound images

hungntt