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<!doctype html><html lang=en class=no-js> <head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1"><meta name=description content=CS自学指南><meta name=author content=PKUFlyingPig><link href=https://csdiy.wiki/en/%E5%A5%BD%E4%B9%A6%E6%8E%A8%E8%8D%90/ rel=canonical><link href=../%E5%BF%85%E5%AD%A6%E5%B7%A5%E5%85%B7/%E4%BF%A1%E6%81%AF%E6%A3%80%E7%B4%A2/ rel=prev><link href=../%E6%95%B0%E5%AD%A6%E5%9F%BA%E7%A1%80/MITmaths/ rel=next><link rel=icon href=../../images/favicon.ico><meta name=generator content="mkdocs-1.6.0, mkdocs-material-9.5.2"><title>Book Recommendation - csdiy.wiki</title><link rel=stylesheet href=../../assets/stylesheets/main.50c56a3b.min.css><link rel=stylesheet href=../../assets/stylesheets/palette.06af60db.min.css><link rel=preconnect href=https://fonts.gstatic.com crossorigin><link rel=stylesheet 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Learning Systems </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=../%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E7%B3%BB%E7%BB%9F/AICS/ class=md-nav__link> <span class=md-ellipsis> Intelligent Computing Systems </span> </a> </li> <li class=md-nav__item> <a href=../%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E7%B3%BB%E7%BB%9F/CMU10-414/ class=md-nav__link> <span class=md-ellipsis> CMU 10-414/714: Deep Learning Systems </span> </a> </li> <li class=md-nav__item> <a href=../%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E7%B3%BB%E7%BB%9F/MLC/ class=md-nav__link> <span class=md-ellipsis> Machine Learning Compilation </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_27> <label class=md-nav__link for=__nav_27 id=__nav_27_label tabindex=0> <span class=md-ellipsis> Deep Learning </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=1 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class=md-nav__link> <span class=md-ellipsis> Stanford STATS214 / CS229M: Machine Learning Theory </span> </a> </li> </ul> </nav> </li> <li class=md-nav__item> <a href=../%E5%90%8E%E8%AE%B0/ class=md-nav__link> <span class=md-ellipsis> Postscript </span> </a> </li> </ul> </nav> </div> </div> </div> <div class="md-sidebar md-sidebar--secondary" data-md-component=sidebar data-md-type=toc> <div class=md-sidebar__scrollwrap> <div class=md-sidebar__inner> <nav class="md-nav md-nav--secondary" aria-label="Table of contents"> <label class=md-nav__title for=__toc> <span class="md-nav__icon md-icon"></span> Table of contents </label> <ul class=md-nav__list data-md-component=toc data-md-scrollfix> <li class=md-nav__item> <a href=#_2 class=md-nav__link> <span class=md-ellipsis> 资源汇总 </span> </a> </li> <li class=md-nav__item> <a href=#_3 class=md-nav__link> <span class=md-ellipsis> 系统入门 </span> </a> </li> <li class=md-nav__item> <a href=#_4 class=md-nav__link> <span class=md-ellipsis> 操作系统 </span> </a> </li> <li class=md-nav__item> <a href=#_5 class=md-nav__link> <span class=md-ellipsis> 计算机网络 </span> </a> </li> <li class=md-nav__item> <a href=#_6 class=md-nav__link> <span class=md-ellipsis> 分布式系统 </span> </a> </li> <li class=md-nav__item> <a href=#_7 class=md-nav__link> <span class=md-ellipsis> 数据库系统 </span> </a> </li> <li class=md-nav__item> <a href=#_8 class=md-nav__link> <span class=md-ellipsis> 编译原理 </span> </a> </li> <li class=md-nav__item> <a href=#_9 class=md-nav__link> <span class=md-ellipsis> 计算机编程语言 </span> </a> </li> <li class=md-nav__item> <a href=#_10 class=md-nav__link> <span class=md-ellipsis> 体系结构 </span> </a> </li> <li class=md-nav__item> <a href=#_11 class=md-nav__link> <span class=md-ellipsis> 理论计算机科学 </span> </a> </li> <li class=md-nav__item> <a href=#_12 class=md-nav__link> <span class=md-ellipsis> 密码学 </span> </a> </li> <li class=md-nav__item> <a href=#_13 class=md-nav__link> <span class=md-ellipsis> 逆向工程 </span> </a> </li> <li class=md-nav__item> <a href=#_14 class=md-nav__link> <span class=md-ellipsis> 计算机图形学 </span> </a> </li> <li class=md-nav__item> <a href=#_15 class=md-nav__link> <span class=md-ellipsis> 游戏引擎 </span> </a> </li> <li class=md-nav__item> <a href=#_16 class=md-nav__link> <span class=md-ellipsis> 软件工程 </span> </a> </li> <li class=md-nav__item> <a href=#_17 class=md-nav__link> <span class=md-ellipsis> 设计模式 </span> </a> </li> <li class=md-nav__item> <a href=#_18 class=md-nav__link> <span class=md-ellipsis> 深度学习 </span> </a> </li> <li class=md-nav__item> <a href=#_19 class=md-nav__link> <span class=md-ellipsis> 计算机视觉 </span> </a> </li> <li class=md-nav__item> <a href=#_20 class=md-nav__link> <span class=md-ellipsis> 机器人 </span> </a> </li> <li class=md-nav__item> <a href=#_21 class=md-nav__link> <span class=md-ellipsis> 面试 </span> </a> </li> </ul> </nav> </div> </div> </div> <div class=md-content data-md-component=content> <article class="md-content__inner md-typeset"> <h1 id=_1>好书推荐</h1> <!--
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--> <p>由于版权原因，下面列举的图书中除了开源资源提供了链接，其他的资源请大家自行通过 <a href=http://libgen.is/ >libgen</a> 或 <a href=https://zh.singlelogin.re>z-lib</a> 查找。</p> <h2 id=_2>资源汇总</h2> <ul> <li><a href=https://github.com/EbookFoundation/free-programming-books>Free Programming Books</a>: 开源编程书籍资源汇总</li> <li><a href=https://4chan-science.fandom.com/wiki/Computer_Science_and_Engineering>CS Textbook Recommendations</a>: 计算机科学方向推荐教材列表</li> <li><a href=https://stackoverflow.com/questions/562303/the-definitive-c-book-guide-and-list>C Book Guide and List</a>: C语言相关的编程书籍推荐列表</li> <li><a href=https://stackoverflow.com/questions/388242/the-definitive-c-book-guide-and-list>C++ Book Guide and List</a>: C++语言相关的编程书籍推荐列表</li> <li><a href=https://pythonbooks.org/ >Python Book Guide and List</a>: Python语言相关的编程书籍推荐列表</li> <li><a href=https://www.folio3.ai/blog/best-computer-vision-books/ >Computer Vision Textbook Recommendations</a>: 计算机视觉方向推荐教材列表</li> <li><a href=https://www.mostrecommendedbooks.com/lists/best-deep-learning-books>Deep Learning Textbook Recommendations</a>: 深度学习方向推荐教材列表</li> </ul> <h2 id=_3>系统入门</h2> <ul> <li>Computer Systems: A Programmer's Perspective [<a href=https://book.douban.com/subject/26912767/ >豆瓣</a>]</li> <li>Principles of Computer System Design: An Introduction [<a href=https://book.douban.com/subject/3707841/ >豆瓣</a>]</li> </ul> <h2 id=_4>操作系统</h2> <ul> <li><a href=https://ipads.se.sjtu.edu.cn/mospi/ >现代操作系统: 原理与实现</a> [<a href=https://book.douban.com/subject/35208251/ >豆瓣</a>]</li> <li><a href=https://pages.cs.wisc.edu/~remzi/OSTEP/ >Operating Systems: Three Easy Pieces</a> [<a href=https://book.douban.com/subject/19973015/ >豆瓣</a>]</li> <li>Modern Operating Systems [<a href=https://book.douban.com/subject/27096665/ >豆瓣</a>]</li> <li>Operating Systems: Principles and Practice [<a href=https://book.douban.com/subject/25984145/ >豆瓣</a>]</li> </ul> <h2 id=_5>计算机网络</h2> <ul> <li><a href=https://book.systemsapproach.org/foreword.html>Computer Networks: A Systems Approach</a> [<a href=https://book.douban.com/subject/26417896/ >豆瓣</a>]</li> <li><a href=https://www.ucg.ac.me/skladiste/blog_44233/objava_64433/fajlovi/Computer%20Networking%20_%20A%20Top%20Down%20Approach,%207th,%20converted.pdf>Computer Networking: A Top-Down Approach</a> [<a href=https://book.douban.com/subject/30280001/ >豆瓣</a>]</li> <li>How Networks Work [<a href=https://book.douban.com/subject/26941639/ >豆瓣</a>]</li> </ul> <h2 id=_6>分布式系统</h2> <ul> <li><a href=https://github.com/dreamhead/patterns-of-distributed-systems>Patterns of Distributed System (Blog)</a></li> <li><a href=http://book.mixu.net/distsys/index.html>Distributed Systems for Fun and Profit (Blog)</a></li> <li><a href=https://github.com/Vonng/ddia>Designing Data-Intensive Applications: The Big Ideas Behind Reliable, Scalable, and Maintainable Systems</a> [<a href=https://book.douban.com/subject/26197294/ >豆瓣</a>]</li> </ul> <h2 id=_7>数据库系统</h2> <ul> <li><a href=https://dsf.berkeley.edu/papers/fntdb07-architecture.pdf>Architecture of a Database System</a> [<a href=https://book.douban.com/subject/17665384/ >豆瓣</a>]</li> <li><a href=http://www.redbook.io/ >Readings in Database Systems</a> [<a href=https://book.douban.com/subject/2256069/ >豆瓣</a>]</li> <li>Database System Concepts : 7th Edition [<a href=https://book.douban.com/subject/30345517/ >豆瓣</a>]</li> </ul> <h2 id=_8>编译原理</h2> <ul> <li>Engineering a Compiler [<a href=https://book.douban.com/subject/5288601/ >豆瓣</a>]</li> <li>Compilers: Principles, Techniques, and Tools [<a href=https://book.douban.com/subject/1866231/ >豆瓣</a>]</li> <li><a href=https://craftinginterpreters.com/contents.html>Crafting Interpreters</a><a href=https://book.douban.com/subject/35548379/ >[豆瓣]</a><a href=https://github.com/GuoYaxiang/craftinginterpreters_zh>[开源中文翻译]</a></li> </ul> <h2 id=_9>计算机编程语言</h2> <ul> <li>计算机程序的构造和解释 [<a href=https://book.douban.com/subject/1148282/ >豆瓣</a>]</li> <li><a href=https://eopl3.com/ >Essentials of Programming Languages</a> [<a href=https://book.douban.com/subject/3136252/ >豆瓣</a>]</li> <li><a href=https://www.cs.cmu.edu/~rwh/pfpl.html>Practical Foundations for Programming Languages</a> [<a href=https://book.douban.com/subject/26782198/ >豆瓣</a>]</li> <li><a href=https://softwarefoundations.cis.upenn.edu/ >Software Foundations</a> [<a href=https://book.douban.com/subject/25712292/ >豆瓣</a>] [<a href=https://xiongyingfei.github.io/SF/2021/ >北大相关课程</a>]</li> <li><a href=https://www.cis.upenn.edu/~bcpierce/tapl/ >Types and Programming Languages</a> [<a href=https://book.douban.com/subject/1761910/ >豆瓣</a>] [<a href=https://xiongyingfei.github.io/DPPL/2021/main.htm>北大相关课程</a>]</li> </ul> <h2 id=_10>体系结构</h2> <ul> <li>超标量处理器设计: Superscalar RISC Processor Design [<a href=https://book.douban.com/subject/26293546/ >豆瓣</a>]</li> <li>Computer Organization and Design RISC-V Edition [<a href=https://book.douban.com/subject/27103952/ >豆瓣</a>]</li> <li>Computer Organization and Design: The Hardware/Software Interface [<a href=https://book.douban.com/subject/26604008/ >豆瓣</a>]</li> <li>Computer Architecture: A Quantitative Approach [<a href=https://book.douban.com/subject/6795919/ >豆瓣</a>]</li> </ul> <h2 id=_11>理论计算机科学</h2> <ul> <li>Introduction to the Theory of Computation [<a href=https://book.douban.com/subject/1852515/ >豆瓣</a>]</li> </ul> <h2 id=_12>密码学</h2> <ul> <li>Cryptography Engineering: Design Principles and Practical Applications [<a href=https://book.douban.com/subject/26416592/ >豆瓣</a>]</li> <li>Introduction to Modern Cryptography [<a href=https://book.douban.com/subject/2678340/ >豆瓣</a>]</li> </ul> <h2 id=_13>逆向工程</h2> <ul> <li>逆向工程核心原理 [<a href=https://book.douban.com/subject/25866389/ >豆瓣</a>]</li> <li>加密与解密 [<a href=https://book.douban.com/subject/30288807/ >豆瓣</a>]</li> </ul> <h2 id=_14>计算机图形学</h2> <ul> <li><a href=https://artowen.su.domains/mc/ >Monte Carlo theory, methods and examples</a>[<a href=https://book.douban.com/subject/6089923/ >豆瓣</a>]</li> <li>Advanced Global Illumination [<a href=https://book.douban.com/subject/2751153/ >豆瓣</a>]</li> <li>Fundamentals of Computer Graphics [<a href=https://book.douban.com/subject/26868819/ >豆瓣</a>]</li> <li><a href=http://wiki.cgt3d.cn/mediawiki/images/4/43/Fluid_Simulation_for_Computer_Graphics_Second_Edition.pdf>Fluid Simulation for Computer Graphics</a> [<a href=https://book.douban.com/subject/2584523/ >豆瓣</a>]</li> <li><a href=https://research.quanfita.cn/files/Physically_Based_Rendering_Third_Edition.pdf>Physically Based Rendering: From Theory To Implementation</a> [<a href=https://book.douban.com/subject/4306242/ >豆瓣</a>]</li> <li><a href=https://research.quanfita.cn/files/Real-Time_Rendering_4th_Edition.pdf>Real-Time Rendering</a> [<a href=https://book.douban.com/subject/30296179/ >豆瓣</a>]</li> </ul> <h2 id=_15>游戏引擎</h2> <ul> <li>游戏编程模式: Game Programming Patterns [<a href=https://book.douban.com/subject/26880704/ >豆瓣</a>]</li> <li>实时碰撞检测算法技术 [<a href=https://book.douban.com/subject/4861957/ >豆瓣</a>]</li> <li><a href=http://www.gameaipro.com/ >Game AI Pro Series</a> [<a href="https://search.douban.com/book/subject_search?search_text=Game+AI+Pro&cat=1001">豆瓣</a>]</li> <li>Artificial Intelligence for Games [<a href=https://book.douban.com/subject/3836472/ >豆瓣</a>]</li> <li>Game Engine Architecture [<a href=https://book.douban.com/subject/25815142/ >豆瓣</a>]</li> <li>Game Programming Gems Series [<a href="https://search.douban.com/book/subject_search?search_text=Game+Programming+Gems&cat=1001">豆瓣</a>]</li> </ul> <h2 id=_16>软件工程</h2> <ul> <li><a href=https://abseil.io/resources/swe-book>Software Engineering at Google</a> [<a href=https://book.douban.com/subject/34875994/ >豆瓣</a>]</li> </ul> <h2 id=_17>设计模式</h2> <ul> <li>设计模式: 可复用面向对象软件的基础 [<a href=https://book.douban.com/subject/1052241/ >豆瓣</a>]</li> <li>大话设计模式 [<a href=https://book.douban.com/subject/2334288/ >豆瓣</a>]</li> <li>Head First Design Patterns 2nd ed. [<a href=https://book.douban.com/subject/35097022/ >豆瓣</a>]</li> </ul> <h2 id=_18>深度学习</h2> <ul> <li><a href=https://zh.d2l.ai>动手学深度学习</a> [<a href=https://book.douban.com/subject/33450010/ >豆瓣</a>]</li> <li><a href=https://nndl.github.io/ >神经网络与深度学习</a> [<a href=https://book.douban.com/subject/35044046/ >豆瓣</a>]</li> <li>深度学习入门 [<a href=https://book.douban.com/subject/30270959/ >豆瓣</a>]</li> <li><a href=https://tf.wiki/ >简单粗暴 TensorFlow 2 (Tutorial)</a></li> <li><a href=https://web.stanford.edu/~jurafsky/slp3/ >Speech and Language Processing</a> [<a href=https://book.douban.com/subject/5373023/ >豆瓣</a>]</li> </ul> <h2 id=_19>计算机视觉</h2> <ul> <li><a href=https://github.com/DeepRobot2020/books/blob/master/Multiple%20View%20Geometry%20in%20Computer%20Vision%20(Second%20Edition).pdf>Multiple View Geometry in Computer Vision</a> [<a href=https://book.douban.com/subject/1841346/ >豆瓣</a>]</li> </ul> <h2 id=_20>机器人</h2> <ul> <li><a href=https://docs.ufpr.br/~danielsantos/ProbabilisticRobotics.pdf>Probabilistic Robotics</a> [<a href=https://book.douban.com/subject/2861227/ >豆瓣</a>]</li> </ul> <h2 id=_21>面试</h2> <ul> <li>剑指 Offer：名企面试官精讲典型编程题 [<a href=https://book.douban.com/subject/27008702/ >豆瓣</a>]</li> <li>Cracking The Coding Interview [<a href=https://book.douban.com/subject/10436668/ >豆瓣</a>]</li> </ul> <aside class=md-source-file> <span class=md-source-file__fact> <span class=md-icon title="Last update"> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1-2.1-2M12.5 7v5.2l4 2.4-1 1L11 13V7h1.5M11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2v1.8Z"/></svg> </span> <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">July 22, 2024</span> </span> </aside> <!-- Insert generated snippet here --> <script src=https://giscus.app/client.js data-repo=PKUFlyingPig/cs-self-learning data-repo-id=R_kgDOGP67ng data-category=Announcements data-category-id=DIC_kwDOGP67ns4COM9Q data-mapping=title data-reactions-enabled=1 data-emit-metadata=0 data-input-position=top data-theme=light_protanopia data-lang=zh-CN data-loading=lazy crossorigin=anonymous async>
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