DIANNA: Deep Insight And Neural Network Analysis
Elena Ranguelova, Christiaan Meijer, L. C. Oostrum, Yang Liu, Patrick Bos, Giulia Crocioni, M. Laneuville, Bryan Cardenas Guevara, Rena Bakhshi, Damian Podareanu · The Journal of Open Source Software · 2022
The growing demand from science and industry inspired rapid advances in Artificial Intelligence (AI).The increased use of AI and the reliability and trust required by automated decision making and standards of scientific rigour, led to the boom of eXplainable Artificial Intelligence (XAI).DIANNA (Deep Insight And Neural Network Analysis) is the first Python package of systematically selected XAI methods supporting the Open Neural Networks Exchange (ONNX) format.DIANNA is built by and designed for all research software engineers and researchers, also non-AI experts.