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Awesome Open Source

awesome algorithm books

Some awesome algorithm books I collected.

[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)

目录:(目录更新有延迟,全部书籍还请看具体文件夹)

classic algorithms: 经典算法

  • A Common-Sense Guide to Data Structures and Algorithms - Level Up Your Core Programming Skills.epub
  • Algorithms in a Nutshell.epub
  • Algorithms to Live By - Brian Christian.epub
  • Algorithms Unlocked - Thomas H. Cormen.epub
  • C++数值算法.pdf
  • C数值算法.pdf
  • Data Structures and Algorithm Analysis Edition 3.2 (Java Version).pdf
  • Data Structures and Algorithms in Python - 2013.pdf
  • Data Structures and Algorithms Using Python - 2011.pdf
  • Everyday Data Structures - A practical guide to learning data structures simply and easily.epub
  • Fundamentals of Python - Data Structures - 2014.pdf
  • Introduction to Algorithms - Third Edition.pdf
  • Java数据结构和算法.(第二版).pdf
  • PHP 7 Data Structures and Algorithms.azw3
  • Problem Solving with Algorithms and Data Structures Release 3.0 - 2013.pdf
  • Python Algorithms, 2nd Edition 2014.pdf
  • 《啊哈!算法》.pdf
  • 大话数据结构.pdf
  • 数据结构与算法分析C++描述.pdf
  • 数据结构与算法分析:C语言描述(第2版).pdf
  • 算法图解 - [美] Aditya Bhargava.epub
  • 算法图解 - [美] Aditya Bhargava.pdf
  • 算法导论(第2版).pdf
  • 算法帝国.克里斯托弗·斯坦纳.epub
  • 算法心得 高效算法的奥秘 原书第2版.pdf
  • 算法心得:高效算法的奥秘(第2版).pdf
  • 算法精解:C语言描述 (O'Reilly精品图书系列) - (美)Kyle Loudon.mobi
  • 算法设计与分析_算法导论(中文版第二版).pdf
  • 算法设计与分析(第3版).pdf
  • 经典算法大全.pdf

ML and DL algorithms: 机器学习与深度学习算法

  • 21个项目玩转深度学习:基于TensorFlow的实践详解.pdf
  • Bishop-Pattern-Recognition-and-Machine-Learning-2006.pdf
  • DATA MINING AND ANALYSIS (数据挖掘与分析).pdf
  • data mining guide.pdf
  • prml-errata-1st-20110921.pdf
  • prml-errata-2nd-20110921.pdf
  • prml-errata-3rd-20110921.pdf
  • prml-slides-1.pdf
  • prml-slides-2.pdf
  • prml-slides-3.pdf
  • prml-slides-8.pdf
  • prml-web-sol-2009-09-08.pdf
  • Python数据分析与挖掘实战.pdf
  • TensorFlow Machine Learning Cookbook.pdf
  • TensorFlow实战_黄文坚(完整).pdf
  • The Master Algorithm - Pedro Domingos.epub
  • 动⼿学深度学习.pdf
  • 推荐系统实践.pdf
  • 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
  • 机器学习实战高清.pdf
  • 机器学习导论.pdf
  • 机器学习系统设计(图灵程序设计丛书).epub
  • 梯度下降.pdf
  • 深度学习Deep Learning.pdf
  • 百面机器学习.pdf
  • 神经网络原理.pdf
  • 神经网络和深度学习.pdf
  • 统计学习方法-李航.pdf
  • 统计学习方法李航.pdf
  • 集体智慧编程-python算法应用.pdf

algorithms for interview: 面试算法

  • Algorithmic Puzzles.pdf
  • LeetCode 题解-cpp.pdf
  • 剑指offer名企面试官精讲典型编程题.pdf
  • 算法珠玑 algorithm-essentials-cpp.pdf
  • 算法珠玑 algorithm-essentials-java.pdf
  • 编程之法:面试和算法心得.mobi
  • 编程之美:微软技术面试心得.pdf
  • 编程珠玑(第2版).pdf

algorithms for competition: 竞赛算法

  • ACM-ICPC_Cheat_Sheet.pdf
  • Stanford_University_ICPC_Team_Notebook.pdf
  • theoretical_computer_science_cheat_sheet.pdf

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