Book Details


Explainable AI with Python

Publication year: 2021

ISBN: 978-3-030-68640-6

Internet Resource: Please Login to download book

This book provides a full presentation of the current concepts and available techniques to make “machine learning” systems more explainable. The approaches presented can be applied to almost all the current “machine learning” models: linear and logistic regression, deep learning neural networks, natural language processing and image recognition, among the others.

Subject: Computer Science, XAI, Artificial Intelligence, Machine Learning, intrinsic interpretable models, Shapley Values, Deep Taylor Decomposition