西安工业大学图书馆书目检索系统

Online Public Access Catalogue

题名/责任者:

Deep learning illustrated : a visual, interactive guide to artificial intelligence / Jon Krohn, Grant Beyleveld, Aglaé Bassens = 图解深度学习 : 可视化、交互式的人工智能指南 / 乔恩·克罗恩, 格兰特·贝勒费尔德, 阿格莱·巴金斯著.

出版发行项:

北京 : 人民邮电出版社, 2021.

ISBN:

9787115555564

载体形态项:

[23] 344 p. : ill. (some col.) ; 24 cm.

变异题名:

图解深度学习 : 可视化、交互式的人工智能指南

个人责任者:

Krohn, Jon. author.

附加个人名称:

Beyleveld, Grant.

附加个人名称:

Bassens, Aglaé.

论题主题:

Machine learning.

论题主题:

Artificial intelligence.

论题主题:

Natural language processing (Computer science)

中图法分类号:

TP181

书目附注:

Includes bibliographical references.

内容附注:

Introducing deep learning. Biological and machine vision -- Human and machine language -- Machine art -- Game-playing machines -- Essential theory illustrated. The (Code) cart ahead of the (theory) horse -- Artificial neurons detecting hot dogs -- Artificial neural networks -- Training deep networks -- Improving deep networks -- Interactive applications of deep learning. Machine vision -- Natural language processing -- Generative adversarial networks -- Deep reinforcement learning -- You and AI. Moving forward with your own deep learning projects -- Aooendix A: Formal neural network notation -- Appendix B: Backpropagation -- Appendix C: PyTorch.

摘要附注:

Deep learning is transforming software, facilitating powerful new artificial intelligence capabilities, and driving unprecedented algorithm performance. "Deep learning illustrated" is uniquely intuitive and offers a complete introduction to the discipline's techniques. Packed with full-color figures and easy-to-follow code, it sweeps away the complexity of building deep learning models, making the subject approachable and fun to learn.

原版附注:

Reprint. Originally published : Boston : Pearson education, 2020. 9780135116692.

语种附注:

Preface introduction acknowledgement and contents in Chinese.

豆瓣简介：