This repository contains a number of different tutorials by XAI Proeject.
-
Basic-LRP : Taylor decomposition and simple LRP method for the explanation of non-linear classification decision.
-
LRP-Time-Series Tutorial : Explaining Time Series Deep Learning Models with Layer-wise Relevance Propagation
-
Visual-Explanation-of-Atari : Visual Interpretation of Deep Reinforcement Learning for Atari Games
These works were supported by Institute for Information & Communications Technology Promotion (IITP) grant funded by the Korea government (MSIT) (No.2017-0-01779, A machine learning and statistical inference framework for explainable artificial intelligence)
-
Project Name : A machine learning and statistical inference framework for explainable artificial intelligence(의사결정 이유를 설명할 수 있는 인간 수준의 학습·추론 프레임워크 개발)
-
Managed by Ministry of Science and ICT/XAIC
-
Participated Affiliation : UNIST, Korea Univ., Yonsei Univ., KAIST, AItrics
-
Web Site : http://openXai.org
