explainable-ai topic
shapley
The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).
Machine_Learning_Tutorials
Code, exercises and tutorials of my personal blog ! 📝
path_explain
A repository for explaining feature attributions and feature interactions in deep neural networks.
deep-explanation-penalization
Code for using CDEP from the paper "Interpretations are useful: penalizing explanations to align neural networks with prior knowledge" https://arxiv.org/abs/1909.13584
transformers-interpret
Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.
explainable-cnn
📦 PyTorch based visualization package for generating layer-wise explanations for CNNs.
facet
Human-explainable AI.
awesome-explainable-graph-reasoning
A collection of research papers and software related to explainability in graph machine learning.
responsible-ai-toolbox
Responsible AI Toolbox is a suite of tools providing model and data exploration and assessment user interfaces and libraries that enable a better understanding of AI systems. These interfaces and libr...
lofo-importance
Leave One Feature Out Importance