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< h1 align = "center" > < / h1 >
< div class = "responsive-div" style = "max-width: 500px;" >
< img src = "index.assets/conceptual_rendering.png" style = "width: 37%; height: auto;" >
< img src = "index.assets/hello_algo_mindmap_tp.png" style = "width: 63%; height: auto;" >
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< h2 align = "center" > 《 Hello 算法 》< / h2 >
< p align = "center" > 动画图解、一键运行的数据结构与算法教程 < / p >
< p align = "center" >
< a href = "https://github.com/krahets/hello-algo" >
< img alt = "GitHub repo stars" src = "https://img.shields.io/github/stars/krahets/hello-algo?style=social&link=https%3A%2F%2Fgithub.com%2Fkrahets%2Fhello-algo" >
< / a >
< a href = "https://github.com/krahets/hello-algo/releases" >
< img alt = "GitHub all releases" src = "https://img.shields.io/github/downloads/krahets/hello-algo/total?style=social&logo=gitbook&logoColor=black&label=Downloads" >
< / a >
< a href = "https://github.com/krahets/hello-algo" >
< img alt = "GitHub contributors" src = "https://img.shields.io/github/contributors-anon/krahets/hello-algo?style=social&logo=git&logoColor=%23101010" >
< / a >
< / p >
< p align = "center" >
< img src = "https://img.shields.io/badge/Python-snow?logo=python&logoColor=3776AB" >
< img src = "https://img.shields.io/badge/C%2B%2B-snow?logo=c%2B%2B&logoColor=00599C" >
< img src = "https://img.shields.io/badge/Java-snow?logo=coffeescript&logoColor=FC4C02" >
< img src = "https://img.shields.io/badge/C%23-snow?logo=csharp&logoColor=512BD4" >
< img src = "https://img.shields.io/badge/Go-snow?logo=go&logoColor=00ADD8" >
< img src = "https://img.shields.io/badge/Swift-snow?logo=swift&logoColor=F05138" >
< img src = "https://img.shields.io/badge/JavaScript-snow?logo=javascript&logoColor=E9CE30" >
< img src = "https://img.shields.io/badge/TypeScript-snow?logo=typescript&logoColor=3178C6" >
< img src = "https://img.shields.io/badge/Dart-snow?logo=dart&logoColor=0175C2" >
< img src = "https://img.shields.io/badge/Rust-snow?logo=rust&logoColor=000000" >
< img src = "https://img.shields.io/badge/C-snow?logo=c&logoColor=A8B9CC" >
< img src = "https://img.shields.io/badge/Zig-snow?logo=zig&logoColor=F7A41D" >
< img src = "https://img.shields.io/badge/Stay%20Tuned-snow" >
< / p >
---
< h2 align = "center" > 推荐语 < / h2 >
< div style = "display: flex;" >
< div class = "admonition quote" style = "flex: 1; margin-right: 0.4rem;" >
< p class = "admonition-title" > Quote< / p >
< p > “一本通俗易懂的数据结构与算法入门书,引导读者手脑并用地学习,强烈推荐算法初学者阅读。”< / p >
< p > < strong > —— 邓俊辉,清华大学计算机系教授< / strong > < / p >
< / div >
< div class = "admonition quote" style = "flex: 1; margin-left: 0.4rem;" >
< p class = "admonition-title" > Quote< / p >
< p > “如果我当年学数据结构与算法的时候有《Hello 算法》,学起来应该会简单 10 倍!”< / p >
< p > < strong > —— 李沐,亚马逊资深首席科学家< / strong > < / p >
< / div >
< / div >
---
< div style = "display: flex; align-items: center; margin: 2rem auto;" >
< div style = "flex: 1; margin: 0 2rem; display: flex; flex-direction: column; align-items: center;" >
< div style = "display: flex; flex-direction: column; align-items: center;" >
< h3 > 动画图解< / h3 >
< svg xmlns = "http://www.w3.org/2000/svg" height = "16" width = "20" viewBox = "0 0 640 512" > <!--!Font Awesome Free 6.5.1 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free Copyright 2023 Fonticons, Inc.--> < path d = "M256 0H576c35.3 0 64 28.7 64 64V288c0 35.3-28.7 64-64 64H256c-35.3 0-64-28.7-64-64V64c0-35.3 28.7-64 64-64zM476 106.7C471.5 100 464 96 456 96s-15.5 4-20 10.7l-56 84L362.7 169c-4.6-5.7-11.5-9-18.7-9s-14.2 3.3-18.7 9l-64 80c-5.8 7.2-6.9 17.1-2.9 25.4s12.4 13.6 21.6 13.6h80 48H552c8.9 0 17-4.9 21.2-12.7s3.7-17.3-1.2-24.6l-96-144zM336 96a32 32 0 1 0 -64 0 32 32 0 1 0 64 0zM64 128h96V384v32c0 17.7 14.3 32 32 32H320c17.7 0 32-14.3 32-32V384H512v64c0 35.3-28.7 64-64 64H64c-35.3 0-64-28.7-64-64V192c0-35.3 28.7-64 64-64zm8 64c-8.8 0-16 7.2-16 16v16c0 8.8 7.2 16 16 16H88c8.8 0 16-7.2 16-16V208c0-8.8-7.2-16-16-16H72zm0 104c-8.8 0-16 7.2-16 16v16c0 8.8 7.2 16 16 16H88c8.8 0 16-7.2 16-16V312c0-8.8-7.2-16-16-16H72zm0 104c-8.8 0-16 7.2-16 16v16c0 8.8 7.2 16 16 16H88c8.8 0 16-7.2 16-16V416c0-8.8-7.2-16-16-16H72zm336 16v16c0 8.8 7.2 16 16 16h16c8.8 0 16-7.2 16-16V416c0-8.8-7.2-16-16-16H424c-8.8 0-16 7.2-16 16z" /></ svg >
< / div >
< p style = "text-align: center;" > 内容清晰易懂< / br > 学习曲线平滑< / p >
< / div >
< img src = "index.assets/running_code.gif" class = "cover-image" style = "flex-shrink: 0; width: auto; max-width: 50%; border-radius: 0.5rem;" >
< / div >
< div class = "admonition quote" >
< p align = "center" > "A picture is worth a thousand words."< / p >
< p align = "center" > “一图胜千言”< / p >
< / div >
< div style = "display: flex; align-items: center; margin: 2rem auto;" >
< img src = "index.assets/running_code.gif" class = "cover-image" style = "flex-shrink: 0; width: auto; max-width: 50%; border-radius: 0.5rem;" >
< div style = "flex: 1; margin: 0 2rem; display: flex; flex-direction: column; align-items: center;" >
< div style = "display: flex; flex-direction: column; align-items: center;" >
< h3 > 一键运行< / h3 >
< svg xmlns = "http://www.w3.org/2000/svg" height = "16" width = "20" viewBox = "0 0 640 512" > <!--!Font Awesome Free 6.5.1 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free Copyright 2023 Fonticons, Inc.--> < path d = "M392.8 1.2c-17-4.9-34.7 5-39.6 22l-128 448c-4.9 17 5 34.7 22 39.6s34.7-5 39.6-22l128-448c4.9-17-5-34.7-22-39.6zm80.6 120.1c-12.5 12.5-12.5 32.8 0 45.3L562.7 256l-89.4 89.4c-12.5 12.5-12.5 32.8 0 45.3s32.8 12.5 45.3 0l112-112c12.5-12.5 12.5-32.8 0-45.3l-112-112c-12.5-12.5-32.8-12.5-45.3 0zm-306.7 0c-12.5-12.5-32.8-12.5-45.3 0l-112 112c-12.5 12.5-12.5 32.8 0 45.3l112 112c12.5 12.5 32.8 12.5 45.3 0s12.5-32.8 0-45.3L77.3 256l89.4-89.4c12.5-12.5 12.5-32.8 0-45.3z" /></ svg >
< / div >
< p style = "text-align: center;" > 支持十余种编程语言< br > 代码皆可直接运行< / p >
< / div >
< / div >
< div class = "admonition quote" >
< p align = "center" > "Talk is cheap. Show me the code."< / p >
< p align = "center" > “少吹牛,看代码”< / p >
< / div >
< div style = "display: flex; align-items: center; margin: 2rem auto;" >
< div style = "flex: 1; margin: 0 2rem; display: flex; flex-direction: column; align-items: center;" >
< div style = "display: flex; flex-direction: column; align-items: center;" >
< h3 > 互助学习< / h3 >
< svg xmlns = "http://www.w3.org/2000/svg" height = "16" width = "20" viewBox = "0 0 640 512" > <!--!Font Awesome Free 6.5.1 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free Copyright 2023 Fonticons, Inc.--> < path d = "M88.2 309.1c9.8-18.3 6.8-40.8-7.5-55.8C59.4 230.9 48 204 48 176c0-63.5 63.8-128 160-128s160 64.5 160 128s-63.8 128-160 128c-13.1 0-25.8-1.3-37.8-3.6c-10.4-2-21.2-.6-30.7 4.2c-4.1 2.1-8.3 4.1-12.6 6c-16 7.2-32.9 13.5-49.9 18c2.8-4.6 5.4-9.1 7.9-13.6c1.1-1.9 2.2-3.9 3.2-5.9zM0 176c0 41.8 17.2 80.1 45.9 110.3c-.9 1.7-1.9 3.5-2.8 5.1c-10.3 18.4-22.3 36.5-36.6 52.1c-6.6 7-8.3 17.2-4.6 25.9C5.8 378.3 14.4 384 24 384c43 0 86.5-13.3 122.7-29.7c4.8-2.2 9.6-4.5 14.2-6.8c15.1 3 30.9 4.5 47.1 4.5c114.9 0 208-78.8 208-176S322.9 0 208 0S0 78.8 0 176zM432 480c16.2 0 31.9-1.6 47.1-4.5c4.6 2.3 9.4 4.6 14.2 6.8C529.5 498.7 573 512 616 512c9.6 0 18.2-5.7 22-14.5c3.8-8.8 2-19-4.6-25.9c-14.2-15.6-26.2-33.7-36.6-52.1c-.9-1.7-1.9-3.4-2.8-5.1C622.8 384.1 640 345.8 640 304c0-94.4-87.9-171.5-198.2-175.8c4.1 15.2 6.2 31.2 6.2 47.8l0 .6c87.2 6.7 144 67.5 144 127.4c0 28-11.4 54.9-32.7 77.2c-14.3 15-17.3 37.6-7.5 55.8c1.1 2 2.2 4 3.2 5.9c2.5 4.5 5.2 9 7.9 13.6c-17-4.5-33.9-10.7-49.9-18c-4.3-1.9-8.5-3.9-12.6-6c-9.5-4.8-20.3-6.2-30.7-4.2c-12.1 2.4-24.7 3.6-37.8 3.6c-61.7 0-110-26.5-136.8-62.3c-16 5.4-32.8 9.4-50 11.8C279 439.8 350 480 432 480z" /></ svg >
< / div >
< p style = "text-align: center;" > 鼓励读者讨论与提问< / br > 可在两日内得到回复< / p >
< / div >
< img src = "index.assets/running_code.gif" class = "cover-image" style = "flex-shrink: 0; width: auto; max-width: 50%; border-radius: 0.5rem;" >
< / div >
< div class = "admonition quote" >
< p align = "center" > "追风赶月莫停留"< / p >
< p align = "center" > “平芜尽处是春山”< / p >
< / div >
---
< h2 align = "center" > 序 < / h2 >
两年前,我在力扣上分享了“剑指 Offer”系列题解, 受到了许多同学的喜爱和支持。在与读者交流期间, 我最常收到的一个问题是“如何入门算法”。逐渐地, 我对这个问题产生了浓厚的兴趣。
两眼一抹黑地刷题似乎是最受欢迎的方法,简单直接且有效。然而刷题就如同玩“扫雷”游戏,自学能力强的同学能够顺利将地雷逐个排掉,而基础不足的同学很可能被炸的满头是包,并在挫折中步步退缩。通读教材也是一种常见做法,但对于面向求职的同学来说,毕业季、投递简历、准备笔试面试已经消耗了大部分精力,啃厚重的书往往变成了一项艰巨的挑战。
如果你也面临类似的困扰,那么很幸运这本书找到了你。本书是我对这个问题给出的答案,即使不是最优解,也至少是一次积极的尝试。本书虽然不足以让你直接拿到 Offer ,但会引导你探索数据结构与算法的“知识地图”,带你了解不同“地雷”的形状、大小和分布位置,让你掌握各种“排雷方法”。有了这些本领,相信你可以更加自如地刷题和阅读文献,逐步构建起完整的知识体系。
我深深赞同费曼教授所言: “Knowledge isn't free. You have to pay attention.”从这个意义上看,这本书并非完全“免费”。为了不辜负你为本书所付出的宝贵“注意力”,我会尽我所能,投入最大的“注意力”来完成这本书的创作。
< h3 align = "left" > 作者简介 < / h3 >
靳宇栋 ([Krahets](https://leetcode.cn/u/jyd/)), 大厂高级算法工程师, 上海交通大学硕士。力扣( LeetCode) 全网阅读量最高博主, 发表的[《图解算法数据结构》](https://leetcode.cn/leetbook/detail/illustration-of-algorithm/)已被订阅 30 万本。
---
< h2 align = "center" > 致谢 < / h2 >
本书在开源社区众多贡献者的共同努力下不断完善。感谢每一位投入时间与精力的撰稿人,他们是(按照 GitHub 自动生成的顺序排列):
< p align = "center" >
< a href = "https://github.com/krahets/hello-algo/graphs/contributors" >
< img width = "550" src = "https://contrib.rocks/image?repo=krahets/hello-algo" >
< / a >
< / p >
本书的代码审阅工作由 Gonglja、gvenusleo、hpstory、justin‐ tse、krahets、night-cruise、nuomi1、Reanon 和 sjinzh 完成(按照首字母顺序排列)。感谢他们付出的时间与精力,正是他们确保了各语言代码的规范与统一。
< div class = "center-table" >
< table >
< tbody >
< td align = "center" > < a href = "https://github.com/Gonglja" > < img style = "border-radius: 50%;" src = "https://avatars.githubusercontent.com/u/39959756?v=4" width = "50px;" alt = "Gonglja" / > < br / > < sub > < b > Gonglja< / b > < / sub > < / a > < br / > < sub > C, C++< / sub > < / td >
< td align = "center" > < a href = "https://github.com/gvenusleo" > < img style = "border-radius: 50%;" src = "https://avatars.githubusercontent.com/u/79075347?v=4" width = "50px;" alt = "gvenusleo" / > < br / > < sub > < b > gvenusleo< / b > < / sub > < / a > < br / > < sub > Dart< / sub > < / td >
< td align = "center" > < a href = "https://github.com/hpstory" > < img style = "border-radius: 50%;" src = "https://avatars.githubusercontent.com/u/33348162?v=4" width = "50px;" alt = "hpstory" / > < br / > < sub > < b > hpstory< / b > < / sub > < / a > < br / > < sub > C#< / sub > < / td >
< td align = "center" > < a href = "https://github.com/justin-tse" > < img style = "border-radius: 50%;" src = "https://avatars.githubusercontent.com/u/24556310?v=4" width = "50px;" alt = "justin-tse" / > < br / > < sub > < b > justin-tse< / b > < / sub > < / a > < br / > < sub > JS, TS< / sub > < / td >
< td align = "center" > < a href = "https://github.com/krahets" > < img style = "border-radius: 50%;" src = "https://avatars.githubusercontent.com/u/26993056?v=4" width = "50px;" alt = "krahets" / > < br / > < sub > < b > krahets< / b > < / sub > < / a > < br / > < sub > Java, Python< / sub > < / td >
< td align = "center" > < a href = "https://github.com/night-cruise" > < img style = "border-radius: 50%;" src = "https://avatars.githubusercontent.com/u/77157236?v=4" width = "50px;" alt = "night-cruise" / > < br / > < sub > < b > night-cruise< / b > < / sub > < / a > < br / > < sub > Rust< / sub > < / td >
< td align = "center" > < a href = "https://github.com/nuomi1" > < img style = "border-radius: 50%;" src = "https://avatars.githubusercontent.com/u/3739017?v=4" width = "50px;" alt = "nuomi1" / > < br / > < sub > < b > nuomi1< / b > < / sub > < / a > < br / > < sub > Swift< / sub > < / td >
< td align = "center" > < a href = "https://github.com/Reanon" > < img style = "border-radius: 50%;" src = "https://avatars.githubusercontent.com/u/22005836?v=4" width = "50px;" alt = "Reanon" / > < br / > < sub > < b > Reanon< / b > < / sub > < / a > < br / > < sub > Go, C< / sub > < / td >
< td align = "center" > < a href = "https://github.com/sjinzh" > < img style = "border-radius: 50%;" src = "https://avatars.githubusercontent.com/u/99076655?v=4" width = "50px;" alt = "sjinzh" / > < br / > < sub > < b > sjinzh< / b > < / sub > < / a > < br / > < sub > Rust, Zig< / sub > < / td >
< / tbody >
< / table >
< / div >