Information Theory, Inference and Learning Algorithms 豆 9.2分

资源最后更新于 2020-08-23 08:21:15

作者：David J. C. MacKay

出版社：Cambridge University Press

出版日期：2003-01

ISBN：9780521642989

文件格式： pdf

标签： 机器学习 信息论 人工智能 计算机 数学 AI Inference 计算机科学

简介· · · · · ·

Information theory and inference, taught together in this exciting textbook, lie at the heart of many important areas of modern technology - communication, signal processing, data mining, machine learning, pattern recognition, computational neuroscience, bioinformatics and cryptography. The book introduces theory in tandem with applications. Information theory is taught alongsi...