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编者按

近年来,随着人工智能技术的飞速发展,深度学习已成为科技领域的热门话题。近日,由 d2l-ai 组织编写的《动手学深度学习》一书,凭借其独特的教学方式,在全球范围内受到了广泛关注,成为70多个国家500多所大学的教学用书。

正文

《动手学深度学习》是一本面向中文读者的深度学习教材,旨在帮助读者动手实践,深入理解深度学习的基本原理和技术。该书不仅在国内广受欢迎,其英文版也在国际上取得了显著成就。

教学特色鲜明

该书以“动手实践”为核心教学理念,让读者在学习过程中能够实时运行代码,实现理论知识与实际操作的紧密结合。此外,书中还提供了丰富的讨论内容,方便读者在学习过程中互相交流、共同进步。

全球高校广泛应用

《动手学深度学习》的中英文版已经被全球70多个国家的500多所大学用作教学教材。这一成果充分展示了我国在深度学习领域的国际影响力,也为全球高校提供了高质量的教学资源。

开源共享,助力学术研究

该书采用 Apache-2.0 开源协议,允许用户自由使用、修改和分享。这种开源精神为全球学术研究者提供了便利,有助于推动深度学习技术的发展。

丰富内容,涵盖深度学习全领域

《动手学深度学习》涵盖了深度学习的各个方面,包括计算机视觉、自然语言处理、推荐系统等。书中详细介绍了卷积神经网络、循环神经网络、注意力机制等核心概念,并提供了丰富的案例和代码实现。

社区活跃,持续更新

d2l-ai 组织在 GitHub 上建立了官方仓库,持续更新和维护《动手学深度学习》的内容。目前,该书的 GitHub 仓库已经有超过60.9k的Star和10.8k的Fork,成为了一个活跃的学术交流平台。

结语

《动手学深度学习》的成功,标志着我国在深度学习领域取得了重要突破。该书不仅为国内外高校提供了优质的教学资源,也为全球学术研究者搭建了一个交流合作的平台。相信在不久的将来,我国在深度学习领域将取得更加辉煌的成就。


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