explanations topic
Algorithms-Explanation
Popular algorithms explained in simple language with examples and links to their implementation in various programming languages and other required resources.
ClusterShapley
Explaining dimensionality results using SHAP values
Algorithms-Java
A collection of common algorithms and data structures implemented in Java.
shadow-dom-in-depth
Everything you need to know about Shadow DOM
alibi
Algorithms for explaining machine learning models
DALEX
moDel Agnostic Language for Exploration and eXplanation
fcdd
Repository for the Explainable Deep One-Class Classification paper
InterpretDL
InterpretDL: Interpretation of Deep Learning Models，基于『飞桨』的模型可解释性算法库。
TorchLRP
A PyTorch 1.6 implementation of Layer-Wise Relevance Propagation (LRP).
Fooling-LIME-SHAP
Adversarial Attacks on Post Hoc Explanation Techniques (LIME/SHAP)