d2l-en 发布版本: Release v0.5.0

Textbook/Reference Book Adoption at Universities

We thank instructors and students for providing feedbacks during use.

USA

China

Spain

Contents

  • Translated contents from https://github.com/d2l-ai/d2l-zh, including the following chapters

    • Introduction
    • A Taste of Deep Learning
    • Deep Learning Basics
    • Deep Learning Computation
    • Convolutional Neural Networks
    • Recurrent Neural Networks
    • Optimization Algorithms
    • Computational Performance
    • Computer Vision
    • Natural Language Processing
    • Appendix
  • Added new contents in the following chapters

    • Introduction
    • A Taste of Deep Learning
    • Deep Learning Basics
    • Deep Learning Computation
    • Convolutional Neural Networks

Style

  • Improved HTML styles
  • Improved PDF styles

Chinese Version

v1.0.0-rc0 is released: https://github.com/d2l-ai/d2l-zh/releases/tag/v1.0.0-rc0 The physical book will be published soon.

Thanks to Our Contributors

alxnorden, avinashingit, bowen0701, brettkoonce, Chaitanya Prakash Bapat, cryptonaut, Davide Fiocco, edgarroman, gkutiel, John Mitro, Liang Pu, Rahul Agarwal, mohamed-ali, mstewart141, Mike Müller, NRauschmayr, Prakhar Srivastav, sad-, sfermigier, Sheng Zha, sundeepteki, topecongiro, tpdi, vermicelli, Vishaal Kapoor, vishwesh5, YaYaB