{"id":4476,"url":"https://github.com/Junnplus/awesome-python-books","name":"awesome-python-books","description":":books: Directory of Python books","projects_count":62,"last_synced_at":"2026-04-11T05:00:21.150Z","repository":{"id":41211612,"uuid":"55897437","full_name":"junnplus/awesome-python-books","owner":"junnplus","description":":books: Directory of Python books","archived":false,"fork":false,"pushed_at":"2025-07-17T12:26:40.000Z","size":103,"stargazers_count":4246,"open_issues_count":8,"forks_count":689,"subscribers_count":204,"default_branch":"master","last_synced_at":"2026-03-27T23:03:27.055Z","etag":null,"topics":["book","learning-python","python-book","python-cookbook","python-programming"],"latest_commit_sha":null,"homepage":"","language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/junnplus.png","metadata":{"files":{"readme":"README-ZH_CN.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":".github/FUNDING.yml","license":"LICENSE","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,"publiccode":null,"codemeta":null,"zenodo":null},"funding":{"github":["junnplus"],"patreon":null,"open_collective":null,"ko_fi":null,"tidelift":null,"community_bridge":null,"liberapay":null,"issuehunt":null,"otechie":null,"custom":null}},"created_at":"2016-04-10T12:22:36.000Z","updated_at":"2026-03-27T03:13:34.000Z","dependencies_parsed_at":"2025-08-17T22:01:44.688Z","dependency_job_id":"8bd313d7-61ed-4da4-85bd-c16b7e03b248","html_url":"https://github.com/junnplus/awesome-python-books","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/junnplus/awesome-python-books","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/junnplus%2Fawesome-python-books","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/junnplus%2Fawesome-python-books/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/junnplus%2Fawesome-python-books/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/junnplus%2Fawesome-python-books/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/junnplus","download_url":"https://codeload.github.com/junnplus/awesome-python-books/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/junnplus%2Fawesome-python-books/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31669117,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-10T17:19:37.612Z","status":"online","status_checked_at":"2026-04-11T02:00:05.776Z","response_time":54,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"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"}},"readme":"# Awesome Python Books [![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg)](https://github.com/sindresorhus/awesome)\n\n\u003e Directory of Python books\n\n## 目录\n- [语法](#语法)\n- [数据结构与算法](#数据结构与算法)\n- [游戏开发](#游戏开发)\n- [硬件](#硬件)\n- [机器学习](#机器学习)\n- [自然语言处理](#自然语言处理)\n- [网络](#网络)\n- [科学与数据分析](#科学与数据分析)\n- [安全](#安全)\n- [SQL 和 ORMs](#SQL-和-ORMs)\n- [系统管理](#系统管理)\n- [测试](#测试)\n- [WEB 开发](#WEB-开发)\n- [WEB 数据抓取](#WEB-数据抓取)\n\n## 语法\n- 零基础\n    - 《简明Python教程》[在线](http://wiki.jikexueyuan.com/project/simple-python-course/)\n    - 《父与子的编程之旅：与小卡特一起学Python》[亚马逊](https://www.amazon.cn/dp/B00PG0MMLO) / [豆瓣](https://book.douban.com/subject/26005639/)\n    - 《趣学Python编程》[亚马逊](https://www.amazon.cn/dp/B00IM56I5Q) / [豆瓣](https://book.douban.com/subject/25837145/)\n    - 《\"笨办法\"学Python》[亚马逊](https://www.amazon.cn/dp/B00P6OJ0TC) / [在线](https://flyouting.gitbooks.io/learn-python-the-hard-way-cn/content/) / [豆瓣](https://book.douban.com/subject/26264642/)\n    - 《Python编程初学者指南》[亚马逊](https://www.amazon.cn/dp/B00OZVSJAS/) / [豆瓣](https://book.douban.com/subject/26287445/)\n    - 《编程导论》[亚马逊](https://www.amazon.cn/dp/B00W34DZ1M) / [豆瓣](https://book.douban.com/subject/26368668/)\n\n- 入门\n    - 《Python基础教程》[亚马逊](https://www.amazon.cn/dp/B00KAFX65Q) / [豆瓣](https://book.douban.com/subject/25880388/)\n    - 《像计算机科学家一样思考Python》[亚马逊](https://www.amazon.cn/dp/B01ION3W54/) / [豆瓣](https://book.douban.com/subject/26870407/)\n    - 《Python学习手册》[亚马逊](https://www.amazon.cn/dp/B004TUJ7A6) / [豆瓣](https://book.douban.com/subject/6049132/)\n    - 《Python编程》[亚马逊](https://www.amazon.cn/dp/B00R3UI2NC) / [豆瓣](https://book.douban.com/subject/26314833/) \n    - 《Python核心编程》[亚马逊](https://www.amazon.cn/dp/B001BKVXOA/) / [豆瓣](https://book.douban.com/subject/3112503/)\n    - 《Python编程：从入门到实践》[亚马逊](https://www.amazon.cn/dp/B01ION3VWI/) / [豆瓣](https://book.douban.com/subject/26829016/)\n\n- 进阶\n    - 《Python 3面向对象编程》[亚马逊](https://www.amazon.cn/dp/B010MG1S84) / [豆瓣](https://book.douban.com/subject/26468916/)\n    - 《Python高手之路》[亚马逊](https://www.amazon.cn/dp/B00X65PEFC) / [豆瓣](https://book.douban.com/subject/26389274/)\n    - 《Python编程实战：运用设计模式、并发和程序库创建高质量程序》[亚马逊](https://www.amazon.cn/dp/B00MHDPIJ6) / [豆瓣](https://book.douban.com/subject/25955274/)\n    - 《Python高级编程》[亚马逊](https://book.douban.com/subject/4212921/) / [豆瓣](https://book.douban.com/subject/27133480/)\n    - 《Python应用核心编程》[豆瓣](https://book.douban.com/subject/26801374/)\n    - 《Python进阶》[在线](https://eastlakeside.gitbooks.io/interpy-zh/content/)\n    - 《Effective Python：编写高质量Python代码的59个有效方法》[亚马逊](https://www.amazon.cn/dp/B01ASI36QS) / [豆瓣](https://book.douban.com/subject/26709315/)\n    - 《流畅的Python》[亚马逊](https://www.amazon.cn/dp/B072HMKKPG) / [豆瓣](https://book.douban.com/subject/27028517/)\n    - 《Python设计模式》[亚马逊](https://www.amazon.cn/dp/B073MDN9KZ) / [豆瓣](https://book.douban.com/subject/27091288/)\n    - 《精通 Python 设计模式》[亚马逊](https://www.amazon.cn/dp/B01ION3VW8) / [豆瓣](https://book.douban.com/subject/26829015/)\n\n- 高阶\n    - 《Python性能分析与优化》[亚马逊](https://www.amazon.cn/dp/B01HB0KNCG) / [豆瓣](https://book.douban.com/subject/26819420/)\n    - 《高性能Python》[亚马逊](https://www.amazon.cn/dp/B072RBY4M5) / [豆瓣](https://book.douban.com/subject/27064848/)\n    - 《Cython - A Guide for Python Programmers》[豆瓣](https://book.douban.com/subject/26250831/)\n    - 《Python源码剖析》[豆瓣](https://book.douban.com/subject/3117898/)\n\n- 参考\n    - 《Python标准库》[亚马逊](https://book.douban.com/subject/10773324/) / [豆瓣](https://book.douban.com/subject/10773324/)\n    - 《Python Cookbook》[亚马逊](https://www.amazon.cn/dp/B00WKR1OKG) / [豆瓣](https://book.douban.com/subject/26381341/)\n    - 《Python参考手册》[亚马逊](https://book.douban.com/subject/5401851/) / [豆瓣](https://book.douban.com/subject/5401851/)\n    - 《Python in a Nutshell》[豆瓣](https://book.douban.com/subject/1845309/)\n\n## 数据结构与算法\n- 《数据结构与算法：Python语言实现》[豆瓣](https://book.douban.com/subject/10607365/)\n- 《Problem Solving with Algorithms and Data Structures Using Python》[豆瓣](https://book.douban.com/subject/21325184/)\n- 《Python算法教程》[亚马逊](https://www.amazon.cn/dp/B019NB0VCI) / [豆瓣](https://book.douban.com/subject/26699412/)\n\n## 游戏开发\n- 《Python和Pygame游戏开发指南》[亚马逊](https://www.amazon.cn/dp/B019IZ6ZWO) / [豆瓣](https://book.douban.com/subject/26702574/)\n\n## 硬件\n- 《真实世界的Python仪器监控》[豆瓣](https://book.douban.com/subject/20773481/)\n\n## 机器学习\n- 《机器学习系统设计》[亚马逊](https://www.amazon.cn/dp/B00KYXKIDM) / [豆瓣](https://book.douban.com/subject/25899625/)\n- 《机器学习实战》[亚马逊](https://www.amazon.cn/dp/B00D747PTK) / [豆瓣](https://book.douban.com/subject/24703171/)\n- 《集体智慧编程》[亚马逊](https://www.amazon.cn/dp/B00UI93JD8) / [豆瓣](https://book.douban.com/subject/3288908/)\n\n## 自然语言处理\n- 《Mastering Python Regular Expressions》[豆瓣](https://book.douban.com/subject/25910720/)\n- 《Python自然语言处理》[亚马逊](https://www.amazon.cn/dp/B00L7IV7C4) / [豆瓣](https://book.douban.com/subject/5336893/)\n\n## 网络编程\n- 《Python网络编程》[亚马逊](https://www.amazon.cn/dp/B01LXK2W32) / [豆瓣](https://book.douban.com/subject/26869212/)\n\n## 科学与数据分析\n- 《数据科学入门》[亚马逊](https://www.amazon.cn/dp/B01DLBQPQC) / [豆瓣](https://book.douban.com/subject/26741078/)\n- 《利用Python进行数据分析》[亚马逊](https://www.amazon.cn/dp/B00GHGZLWS) / [豆瓣](https://book.douban.com/subject/25779298/)\n- 《SciPy and NumPy: An Overview for Developers》[豆瓣](https://book.douban.com/subject/10561724/)\n- 《Python数据分析基础教程：NumPy学习指南》[亚马逊](https://www.amazon.cn/dp/B00HLA8U86) / [豆瓣](https://book.douban.com/subject/25798462/)\n- 《Python金融大数据分析》[亚马逊](https://www.amazon.cn/dp/B0182K8YMA) / [豆瓣](https://book.douban.com/subject/26670241/)\n- 《面向程序员的数据挖掘指南》[亚马逊](https://www.amazon.cn/dp/B017QWR6BU) / [在线](http://dataminingguide.books.yourtion.com) / [豆瓣](https://book.douban.com/subject/26652166)\n\n## 安全\n- 《Python黑帽子：黑客与渗透测试编程之道》[亚马逊](https://www.amazon.cn/dp/B013KKCLE4) / [豆瓣](https://book.douban.com/subject/26590145/)\n- 《Python灰帽子：黑客与逆向工程师的Python编程之道》[豆瓣](https://book.douban.com/subject/6025284/)\n- 《Python绝技：运用Python成为顶级黑客》[亚马逊](https://www.amazon.cn/dp/B019ZRGBVU) / [豆瓣](https://book.douban.com/subject/26702570/)\n\n## SQL 和 ORMs\n- 《SQLAlchemy：Python数据库实战》[亚马逊](https://www.amazon.cn/dp/B07YF84WV3) / [豆瓣](https://book.douban.com/subject/34784326/)\n\n## 系统管理\n- 《Python UNIX 和 Linux 系统管理指南》[亚马逊](https://book.douban.com/subject/4031965/) / [豆瓣](https://book.douban.com/subject/4031965/)\n\n## 测试\n- 《Testing Python: Applying Unit Testing, TDD, BDD and Acceptance Testing》[豆瓣](https://book.douban.com/subject/25953479/)\n\n## WEB 开发\n- 《Flask Web开发：基于Python的Web应用开发实战》[豆瓣](https://book.douban.com/subject/26274202/)\n- 《深入理解 Flask》[亚马逊](https://www.amazon.cn/dp/B01IA9I2I4) / [豆瓣](https://book.douban.com/subject/26838547/)\n- 《Introduction to Tornado》[豆瓣](https://book.douban.com/subject/7906788/)\n- 《The Definitive Guide to Django》[豆瓣](https://book.douban.com/subject/3617254/)\n- 《Test-Driven Development with Django》[豆瓣](https://book.douban.com/subject/26608104/)\n- 《Python Web开发：测试驱动方法》[亚马逊](https://www.amazon.cn/dp/B016I9T8SQ) / [豆瓣](https://book.douban.com/subject/26640135/)\n\n## WEB 数据抓取\n- 《Python网络数据采集》[亚马逊](https://www.amazon.cn/dp/B01DU8CXJ4) / [豆瓣](https://book.douban.com/subject/26740503/)\n\n## Other Awesome Lists\n- [awesome-python](https://github.com/vinta/awesome-python)\n- [awesome-flask](https://github.com/humiaozuzu/awesome-flask)\n","created_at":"2024-01-06T20:24:56.882Z","updated_at":"2026-04-11T05:00:21.151Z","primary_language":null,"list_of_lists":false,"displayable":true,"categories":["Other Awesome Lists","语法","数据结构与算法","游戏开发","硬件","机器学习","自然语言处理","网络编程","科学与数据分析","安全","SQL 和 ORMs","系统管理","测试","WEB 开发","WEB 数据抓取"],"sub_categories":[],"projects_url":"https://awesome.ecosyste.ms/api/v1/lists/junnplus%2Fawesome-python-books/projects"}