{"id":21177015,"url":"https://github.com/bat67/awesome-algorithm-books","last_synced_at":"2026-01-28T15:30:45.544Z","repository":{"id":43537306,"uuid":"159115761","full_name":"bat67/awesome-algorithm-books","owner":"bat67","description":"📚 awesome algorithm books I've collected 【不定期更新】 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）","archived":false,"fork":false,"pushed_at":"2024-01-16T06:06:25.000Z","size":2,"stargazers_count":826,"open_issues_count":2,"forks_count":283,"subscribers_count":37,"default_branch":"master","last_synced_at":"2025-11-04T18:01:58.777Z","etag":null,"topics":["algorithm","algorithm-challenges","algorithm-competitions","algorithms","algorithms-and-data-structures","algorithms-datastructures","book","books","interview"],"latest_commit_sha":null,"homepage":"","language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/bat67.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null}},"created_at":"2018-11-26T05:31:01.000Z","updated_at":"2025-11-03T08:31:37.000Z","dependencies_parsed_at":"2024-01-13T13:22:41.446Z","dependency_job_id":"e333736f-5f83-43c0-9704-3dbcb954b221","html_url":"https://github.com/bat67/awesome-algorithm-books","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/bat67/awesome-algorithm-books","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bat67%2Fawesome-algorithm-books","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bat67%2Fawesome-algorithm-books/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bat67%2Fawesome-algorithm-books/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bat67%2Fawesome-algorithm-books/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/bat67","download_url":"https://codeload.github.com/bat67/awesome-algorithm-books/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bat67%2Fawesome-algorithm-books/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28846337,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-01-28T15:15:36.453Z","status":"ssl_error","status_checked_at":"2026-01-28T15:15:13.020Z","response_time":57,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["algorithm","algorithm-challenges","algorithm-competitions","algorithms","algorithms-and-data-structures","algorithms-datastructures","book","books","interview"],"created_at":"2024-11-20T17:14:16.702Z","updated_at":"2026-01-28T15:30:45.528Z","avatar_url":"https://github.com/bat67.png","language":null,"readme":"# awesome algorithm books\nSome awesome algorithm books I collected.\n\n[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） \n\n\u003e 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）\n- [awesome algorithm books](#awesome-algorithm-books)\n  - [classic algorithms: 经典算法](#classic-algorithms-经典算法)\n  - [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)\n  - [algorithms for interview: 面试算法](#algorithms-for-interview-面试算法)\n  - [algorithms for competition: 竞赛算法](#algorithms-for-competition-竞赛算法)\n\n\n\n## classic algorithms: 经典算法\n\n\u003e[阿里云盘](https://www.aliyundrive.com/s/izgaawXUwQ5) 提取码: 24dc\n\n* A Common-Sense Guide to Data Structures and Algorithms - Level Up Your Core Programming Skills.epub\n* Algorithms in a Nutshell.epub\n* Algorithms to Live By - Brian Christian.epub\n* Algorithms Unlocked - Thomas H. Cormen.epub\n* C++数值算法.pdf\n* C数值算法.pdf\n* Data Structures and Algorithm Analysis Edition 3.2 (Java Version).pdf\n* Data Structures and Algorithms in Python - 2013.pdf\n* Data Structures and Algorithms Using Python - 2011.pdf\n* Everyday Data Structures - A practical guide to learning data structures simply and easily.epub\n* Fundamentals of Python - Data Structures - 2014.pdf\n* Introduction to Algorithms - Third Edition.pdf\n* Java数据结构和算法.（第二版）.pdf\n* PHP 7 Data Structures and Algorithms.azw3\n* Problem Solving with Algorithms and Data Structures Release 3.0 - 2013.pdf\n* Python Algorithms, 2nd Edition 2014.pdf\n* 《啊哈！算法》.pdf\n* 大话数据结构.pdf\n* 数据结构与算法分析C++描述.pdf\n* 数据结构与算法分析：C语言描述（第2版）.pdf\n* 算法图解 - [美] Aditya Bhargava.epub\n* 算法图解 - [美] Aditya Bhargava.pdf\n* 算法导论（第2版）.pdf\n* 算法帝国.克里斯托弗·斯坦纳.epub\n* 算法心得 高效算法的奥秘 原书第2版.pdf\n* 算法心得：高效算法的奥秘（第2版）.pdf\n* 算法精解：C语言描述 (O'Reilly精品图书系列) - (美)Kyle Loudon.mobi\n* 算法设计与分析_算法导论（中文版第二版）.pdf\n* 算法设计与分析（第3版）.pdf\n* 经典算法大全.pdf\n\n## ML and DL algorithms: 机器学习与深度学习算法\n\n\u003e[阿里云盘](https://www.aliyundrive.com/s/cKs6x932GAN) 提取码: 3zw1\n\n\n* 21个项目玩转深度学习：基于TensorFlow的实践详解.pdf\n* Bishop-Pattern-Recognition-and-Machine-Learning-2006.pdf\n* DATA MINING AND ANALYSIS (数据挖掘与分析).pdf\n* data mining guide.pdf\n* prml-errata-1st-20110921.pdf\n* prml-errata-2nd-20110921.pdf\n* prml-errata-3rd-20110921.pdf\n* prml-slides-1.pdf\n* prml-slides-2.pdf\n* prml-slides-3.pdf\n* prml-slides-8.pdf\n* prml-web-sol-2009-09-08.pdf\n* Python数据分析与挖掘实战.pdf\n* TensorFlow Machine Learning Cookbook.pdf\n* TensorFlow实战_黄文坚（完整）.pdf\n* The Master Algorithm - Pedro Domingos.epub\n* 动⼿学深度学习.pdf\n* 推荐系统实践.pdf\n* 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\n* 机器学习实战高清.pdf\n* 机器学习导论.pdf\n* 机器学习系统设计(图灵程序设计丛书).epub\n* 梯度下降.pdf\n* 深度学习Deep Learning.pdf\n* 百面机器学习.pdf\n* 神经网络原理.pdf\n* 神经网络和深度学习.pdf\n* 统计学习方法-李航.pdf\n* 统计学习方法李航.pdf\n* 集体智慧编程-python算法应用.pdf\n\n## algorithms for interview: 面试算法\n\n\u003e[阿里云盘](https://www.aliyundrive.com/s/QVwtPTHnKve) 提取码: y3z4\n\n* Algorithmic Puzzles.pdf\n* LeetCode 题解-cpp.pdf\n* 剑指offer名企面试官精讲典型编程题.pdf\n* 算法珠玑 algorithm-essentials-cpp.pdf\n* 算法珠玑 algorithm-essentials-java.pdf\n* 编程之法：面试和算法心得.mobi\n* 编程之美：微软技术面试心得.pdf\n* 编程珠玑（第2版）.pdf\n\n## algorithms for competition: 竞赛算法\n\n\u003e[阿里云盘](https://www.aliyundrive.com/s/bfyHQprWLtE) 提取码: ks95\n\n\n* ACM-ICPC_Cheat_Sheet.pdf\n* Stanford_University_ICPC_Team_Notebook.pdf\n* theoretical_computer_science_cheat_sheet.pdf","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbat67%2Fawesome-algorithm-books","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbat67%2Fawesome-algorithm-books","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbat67%2Fawesome-algorithm-books/lists"}