└── README.md /README.md: -------------------------------------------------------------------------------- 1 | # awesome algorithm books 2 | Some awesome algorithm books I collected. 3 | 4 | [不断更新中] 搜集整理的算法书籍（经典算法、ML/DL算法、面试算法、比赛算法等） 5 | 6 | > 目录：（目录更新有延迟，大量书籍请看网盘! 后续会添加更多网盘链接） 7 | - [awesome algorithm books](#awesome-algorithm-books) 8 | - [classic algorithms: 经典算法](#classic-algorithms-经典算法) 9 | - [ML and DL algorithms: 机器学习与深度学习算法](#ml-and-dl-algorithms-机器学习与深度学习算法) 10 | - [algorithms for interview: 面试算法](#algorithms-for-interview-面试算法) 11 | - [algorithms for competition: 竞赛算法](#algorithms-for-competition-竞赛算法) 12 | 13 | 14 | 15 | ## classic algorithms: 经典算法 16 | 17 | >[阿里云盘](https://www.aliyundrive.com/s/izgaawXUwQ5) 提取码: 24dc 18 | 19 | * A Common-Sense Guide to Data Structures and Algorithms - Level Up Your Core Programming Skills.epub 20 | * Algorithms in a Nutshell.epub 21 | * Algorithms to Live By - Brian Christian.epub 22 | * Algorithms Unlocked - Thomas H. Cormen.epub 23 | * C++数值算法.pdf 24 | * C数值算法.pdf 25 | * Data Structures and Algorithm Analysis Edition 3.2 (Java Version).pdf 26 | * Data Structures and Algorithms in Python - 2013.pdf 27 | * Data Structures and Algorithms Using Python - 2011.pdf 28 | * Everyday Data Structures - A practical guide to learning data structures simply and easily.epub 29 | * Fundamentals of Python - Data Structures - 2014.pdf 30 | * Introduction to Algorithms - Third Edition.pdf 31 | * Java数据结构和算法.（第二版）.pdf 32 | * PHP 7 Data Structures and Algorithms.azw3 33 | * Problem Solving with Algorithms and Data Structures Release 3.0 - 2013.pdf 34 | * Python Algorithms, 2nd Edition 2014.pdf 35 | * 《啊哈！算法》.pdf 36 | * 大话数据结构.pdf 37 | * 数据结构与算法分析C++描述.pdf 38 | * 数据结构与算法分析：C语言描述（第2版）.pdf 39 | * 算法图解 - [美] Aditya Bhargava.epub 40 | * 算法图解 - [美] Aditya Bhargava.pdf 41 | * 算法导论（第2版）.pdf 42 | * 算法帝国.克里斯托弗·斯坦纳.epub 43 | * 算法心得 高效算法的奥秘 原书第2版.pdf 44 | * 算法心得：高效算法的奥秘（第2版）.pdf 45 | * 算法精解：C语言描述 (O'Reilly精品图书系列) - (美)Kyle Loudon.mobi 46 | * 算法设计与分析_算法导论（中文版第二版）.pdf 47 | * 算法设计与分析（第3版）.pdf 48 | * 经典算法大全.pdf 49 | 50 | ## ML and DL algorithms: 机器学习与深度学习算法 51 | 52 | >[阿里云盘](https://www.aliyundrive.com/s/cKs6x932GAN) 提取码: 3zw1 53 | 54 | 55 | * 21个项目玩转深度学习：基于TensorFlow的实践详解.pdf 56 | * Bishop-Pattern-Recognition-and-Machine-Learning-2006.pdf 57 | * DATA MINING AND ANALYSIS (数据挖掘与分析).pdf 58 | * data mining guide.pdf 59 | * prml-errata-1st-20110921.pdf 60 | * prml-errata-2nd-20110921.pdf 61 | * prml-errata-3rd-20110921.pdf 62 | * prml-slides-1.pdf 63 | * prml-slides-2.pdf 64 | * prml-slides-3.pdf 65 | * prml-slides-8.pdf 66 | * prml-web-sol-2009-09-08.pdf 67 | * Python数据分析与挖掘实战.pdf 68 | * TensorFlow Machine Learning Cookbook.pdf 69 | * TensorFlow实战_黄文坚（完整）.pdf 70 | * The Master Algorithm - Pedro Domingos.epub 71 | * 动⼿学深度学习.pdf 72 | * 推荐系统实践.pdf 73 | * 机器学习从认知到实践(第2辑)(套装共3册,Python+TensorFlow)（异步图书）.epub 74 | * 机器学习实战高清.pdf 75 | * 机器学习导论.pdf 76 | * 机器学习系统设计(图灵程序设计丛书).epub 77 | * 梯度下降.pdf 78 | * 深度学习Deep Learning.pdf 79 | * 百面机器学习.pdf 80 | * 神经网络原理.pdf 81 | * 神经网络和深度学习.pdf 82 | * 统计学习方法-李航.pdf 83 | * 统计学习方法李航.pdf 84 | * 集体智慧编程-python算法应用.pdf 85 | 86 | ## algorithms for interview: 面试算法 87 | 88 | >[阿里云盘](https://www.aliyundrive.com/s/QVwtPTHnKve) 提取码: y3z4 89 | 90 | * Algorithmic Puzzles.pdf 91 | * LeetCode 题解-cpp.pdf 92 | * 剑指offer名企面试官精讲典型编程题.pdf 93 | * 算法珠玑 algorithm-essentials-cpp.pdf 94 | * 算法珠玑 algorithm-essentials-java.pdf 95 | * 编程之法：面试和算法心得.mobi 96 | * 编程之美：微软技术面试心得.pdf 97 | * 编程珠玑（第2版）.pdf 98 | 99 | ## algorithms for competition: 竞赛算法 100 | 101 | >[阿里云盘](https://www.aliyundrive.com/s/bfyHQprWLtE) 提取码: ks95 102 | 103 | 104 | * ACM-ICPC_Cheat_Sheet.pdf 105 | * Stanford_University_ICPC_Team_Notebook.pdf 106 | * theoretical_computer_science_cheat_sheet.pdf --------------------------------------------------------------------------------