机读格式显示(MARC)
- 000 02532nam a2200397 a 4500
- 008 210609r20212020cc a b 000 0 eng d
- 017 __ |a CN |b 01-2020-1191
- 020 __ |a 9787115555564 |q paperback |c CNY199.00
- 041 1_ |a eng |b chi |f chi
- 099 __ |a CAL 022021055636
- 100 1_ |a Krohn, Jon. |e author.
- 245 10 |a Deep learning illustrated : |b a visual, interactive guide to artificial intelligence / |c 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.
- 246 31 |a 图解深度学习 : |b 可视化、交互式的人工智能指南
- 260 __ |a 北京 : |b 人民邮电出版社, |c 2021.
- 300 __ |a [23] 344 p. : |b ill. (some col.) ; |c 24 cm.
- 336 __ |a text |2 rdacontent
- 337 __ |a unmediated |2 rdamedia
- 338 __ |a volume |2 rdacarrier
- 504 __ |a Includes bibliographical references.
- 505 0_ |a 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.
- 520 __ |a 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.
- 534 __ |p Reprint. Originally published : |c Boston : Pearson education, 2020. |z 9780135116692.
- 546 __ |a Preface introduction acknowledgement and contents in Chinese.
- 650 _0 |a Machine learning.
- 650 _0 |a Artificial intelligence.
- 650 _0 |a Natural language processing (Computer science)
- 700 1_ |a Beyleveld, Grant.
- 700 1_ |a Bassens, Aglaé.