动手学深度学习¶

作者

第二卷章节作者

框架改编者

中文版译者

感谢来自社区的100+ 位贡献者, 以及 D2L-Java 的贡献者为本书贡献.

每一小节都是可以运行的 Jupyter 记事本

你可以自由修改代码和超参数来获取及时反馈，从而积累深度学习的实战经验。

本地运行或亚马逊云端

公式 + 图示 + 代码

我们不仅结合文字、公式和图示来阐明深度学习里常用的模型和算法，还提供代码来演示如何从零开始实现它们，并使用真实数据来提供一个交互式的学习体验。

本书（中英文版）被用作教材或参考书

Carnegie Mellon University
Duke University
Emory University
Fudan University
Gazi Üniversitesi
Georgia Institute of Technology
Habib University
Harbin Institute of Technology
Hasso-Plattner-Institut
Hangzhou Dianzi University
Hiroshima University
Hong Kong University of Science and Technology
Huazhong University of Science and Technology
Imperial College London
Indian Institute of Technology Bombay
Indian Institute of Technology Kanpur
Indian Institute of Technology Kharagpur
Indian Institute of Technology Mandi
Indian Institute of Technology Ropar
Indraprastha Institute of Information Technology, Delhi
Institut Supérieur De L'electronique Et Du Numérique
İstanbul Teknik Üniversitesi
King Abdullah University of Science and Technology
Kyungpook National University
Lancaster University
Massachusetts Institute of Technology
McGill University
Monash University
National Chung Hsing University
National Institute of Technical Teachers Training&Research
National Institute of Technology, Warangal
National Taiwan University
National United University
National University of Singapore
Nazarbayev University
Northeastern University
Ohio University
Peking University
Pontificia Universidad Católica de Chile
Portland State University
Rutgers, The State University of New Jersey
Sapienza Università di Roma
Shanghai Jiao Tong University
Shanghai University of Finance and Economics
Sogang University
Stanford University
Stevens Institute of Technology
Technische Universiteit Delft
Texas A&M University
The University of Texas at Austin
Tsinghua University
Universidad Carlos III de Madrid
Universidad Nacional de Colombia Sede Manizales
Universidade Federal de Minas Gerais
Università degli Studi di Brescia
Università degli Studi di Catania
Universität Heidelberg
Universitatea de Vest din Timișoara
University of Arkansas
University of California, Berkeley
University of California, Los Angeles
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University of California, Santa Barbara
University of Illinois at Urbana-Champaign
University of Maryland
University of Minnesota, Twin Cities
University of New Hampshire
University of North Carolina at Chapel Hill
University of Pennsylvania
University of Science and Technology of China
University of Technology Sydney
University of Washington
University of Waterloo
Univerzita Komenského v Bratislave
Vietnamese-German University
Yunnan University
Universitat Politècnica de Catalunya
Zhejiang University

如果你使用（或将要使用）本书教学并希望收到免费纸质版图书，请联系我们。d2lbook.en@gmail.com.

英文版引用

          
            @book{zhang2020dive,
    title={Dive into Deep Learning},
    author={Aston Zhang and Zachary C. Lipton and Mu Li and Alexander J. Smola},
    note={\url{https://d2l.ai}},
    year={2020}
}
          
        

动手学深度学习¶