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中文总榜 > 资料类 > Python
温馨提示：中文项目泛指「文档母语为中文」OR「含有中文翻译」的项目，通常在项目的「readme/wiki/官网」可以找到
| # | Repository | Description | Stars | Updated |
|---|---|---|---|---|
| 1 | public-apis/public-apis | A collective list of free APIs | 171882 | 2021-12-18 |
| 2 | donnemartin/system-design-primer | Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards. | 154686 | 2021-12-17 |
| 3 | jackfrued/Python-100-Days | Python - 100天从新手到大师 | 113238 | 2021-12-13 |
| 4 | vinta/awesome-python | A curated list of awesome Python frameworks, libraries, software and resources | 110286 | 2021-12-19 |
| 5 | josephmisiti/awesome-machine-learning | A curated list of awesome Machine Learning frameworks, libraries and software. | 52124 | 2021-12-17 |
| 6 | 521xueweihan/HelloGitHub | :octocat: 分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level open source projects on GitHub. | 49740 | 2021-11-26 |
| 7 | 0voice/interview_internal_reference | 2021年最新总结，阿里，腾讯，百度，美团，头条等技术面试题目，以及答案，专家出题人分析汇总。 | 32995 | 2021-08-25 |
| 8 | d2l-ai/d2l-zh | 《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被55个国家的300所大学用于教学。 | 29139 | 2021-12-19 |
| 9 | satwikkansal/wtfpython | What the f*ck Python? 😱 | 27763 | 2021-10-30 |
| 10 | 0xAX/linux-insides | A little bit about a linux kernel | 23973 | 2021-12-18 |
| 11 | keon/algorithms | Minimal examples of data structures and algorithms in Python | 20121 | 2021-12-16 |
| 12 | wangzheng0822/algo | 数据结构和算法必知必会的50个代码实现 | 20115 | 2021-11-15 |
| 13 | sebastianruder/NLP-progress | Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks. | 19518 | 2021-12-07 |
| 14 | drduh/macOS-Security-and-Privacy-Guide | Guide to securing and improving privacy on macOS | 18687 | 2021-12-03 |
| 15 | luong-komorebi/Awesome-Linux-Software | A list of awesome applications, software, tools and other materials for Linux distros. | 16943 | 2021-12-10 |
| 16 | charlax/professional-programming | A collection of full-stack resources for programmers. | 15936 | 2021-12-10 |
| 17 | wangshub/wechat_jump_game | 微信《跳一跳》Python 辅助 | 13880 | 2021-10-12 |
| 18 | leisurelicht/wtfpython-cn | wtfpython的中文翻译/施工结束/ 能力有限，欢迎帮我改进翻译 | 11980 | 2021-07-08 |
| 19 | d2l-ai/d2l-en | Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge. | 11839 | 2021-12-19 |
| 20 | trekhleb/learn-python | 📚 Playground and cheatsheet for learning Python. Collection of Python scripts that are split by topics and contain code examples with explanations. | 11470 | 2021-11-07 |
| 21 | hindupuravinash/the-gan-zoo | A list of all named GANs! | 11456 | 2021-09-08 |
| 22 | waditu/tushare | TuShare is a utility for crawling historical data of China stocks | 11291 | 2021-10-17 |
| 23 | Vonng/ddia | 《Designing Data-Intensive Application》DDIA中文翻译 | 10458 | 2021-12-15 |
| 24 | donnemartin/awesome-aws | A curated list of awesome Amazon Web Services (AWS) libraries, open source repos, guides, blogs, and other resources. Featuring the Fiery Meter of AWSome. | 9895 | 2021-12-17 |
| 25 | programthink/zhao | 【编程随想】整理的《太子党关系网络》，专门揭露赵国的权贵 | 8925 | 2021-08-01 |
| 26 | coursera-dl/coursera-dl | Script for downloading Coursera.org videos and naming them. | 8609 | 2021-11-17 |
| 27 | wistbean/learn_python3_spider | python爬虫教程系列、从0到1学习python爬虫，包括浏览器抓包，手机APP抓包，如 fiddler、mitmproxy，各种爬虫涉及的模块的使用，如：requests、beautifulSoup、selenium、appium、scrapy等，以及IP代理，验证码识别，Mysql，MongoDB数据库的python使用，多线程多进程爬虫的使用，css 爬虫加密逆向破解，JS爬虫逆向，分布式 ... | 8527 | 2021-12-11 |
| 28 | Dod-o/Statistical-Learning-Method_Code | 手写实现李航《统计学习方法》书中全部算法 | 8503 | 2021-09-13 |
| 29 | jindongwang/transferlearning | Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习 | 8482 | 2021-12-16 |
| 30 | lauris/awesome-scala | A community driven list of useful Scala libraries, frameworks and software. | 8223 | 2021-10-25 |
| 31 | wilsonfreitas/awesome-quant | A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance) | 8202 | 2021-12-17 |
| 32 | Yorko/mlcourse.ai | Open Machine Learning Course | 7965 | 2021-12-19 |
| 33 | xinntao/Real-ESRGAN | Real-ESRGAN aims at developing Practical Algorithms for General Image Restoration. | 7720 | 2021-12-13 |
| 34 | microsoft/qlib | Qlib is an AI-oriented quantitative investment platform, which aims to realize the potential, empower the research, and create the value of AI technologies in quantitative investment. With Qlib, you c ... | 7583 | 2021-12-18 |
| 35 | injetlee/Python | Python脚本。模拟登录知乎， 爬虫，操作excel，微信公众号，远程开机 | 7355 | 2021-12-06 |
| 36 | jackzhenguo/python-small-examples | 告别枯燥，致力于打造 Python 实用小例子，更多Python良心教程见 Python中文网 http://www.zglg.work | 6589 | 2021-12-14 |
| 37 | kangvcar/InfoSpider | INFO-SPIDER 是一个集众多数据源于一身的爬虫工具箱🧰，旨在安全快捷的帮助用户拿回自己的数据，工具代码开源，流程透明。支持数据源包括GitHub、QQ邮箱、网易邮箱、阿里邮箱、新浪邮箱、Hotmail邮箱、Outlook邮箱、京东、淘宝、支付宝、中国移动、中国联通、中国电信、知乎、哔哩哔哩、网易云音乐、QQ好友、QQ群、生成朋友圈相册、浏览器浏览历史、12306、博客园、CSDN博客、开源 ... | 5984 | 2021-12-13 |
| 38 | microsoft/nlp-recipes | Natural Language Processing Best Practices & Examples | 5783 | 2021-09-07 |
| 39 | shenweichen/DeepCTR | Easy-to-use,Modular and Extendible package of deep-learning based CTR models . | 5686 | 2021-12-15 |
| 40 | lining0806/PythonSpiderNotes | Python入门网络爬虫之精华版 | 5634 | 2021-06-21 |
| 41 | lcdevelop/ChatBotCourse | 自己动手做聊天机器人教程 | 5247 | 2021-09-06 |
| 42 | chyroc/WechatSogou | 基于搜狗微信搜索的微信公众号爬虫接口 | 5220 | 2021-12-13 |
| 43 | humphd/have-fun-with-machine-learning | An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks | 4912 | 2021-12-19 |
| 44 | akfamily/akshare | AKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库 | 4332 | 2021-12-19 |
| 45 | Jack-Cherish/PythonPark | Python 开源项目之「自学编程之路」，保姆级教程：AI实验室、宝藏视频、数据结构、学习指南、机器学习实战、深度学习实战、网络爬虫、大厂面经、程序人生、资源分享。 | 4291 | 2021-12-18 |
| 46 | liangliangyy/DjangoBlog | 🍺基于Django的博客系统 | 4256 | 2021-12-15 |
| 47 | public-api-lists/public-api-lists | A collective list of free APIs for use in software and web development 🚀 (Clone of https://github.com/public-apis/public-apis) | 4018 | 2021-11-30 |
| 48 | offu/WeRoBot | WeRoBot 是一个微信公众号开发框架 | 3973 | 2021-12-17 |
| 49 | ownthink/KnowledgeGraphData | 史上最大规模1.4亿中文知识图谱开源下载 | 3848 | 2021-06-02 |
| 50 | PyQt5/PyQt | PyQt Examples（PyQt各种测试和例子） PyQt4 PyQt5 | 3781 | 2021-12-15 |
| 51 | liuhuanyong/QASystemOnMedicalKG | A tutorial and implement of disease centered Medical knowledge graph and qa system based on it。知识图谱构建，自动问答，基于kg的自动问答。以疾病为中心的一定规模医药领域知识图谱，并以该知识图谱完成自动问答与分析服务。 | 3585 | 2021-10-14 |
| 52 | TingsongYu/PyTorch_Tutorial | 《Pytorch模型训练实用教程》中配套代码 | 3492 | 2021-10-12 |
| 53 | phodal/awesome-iot | Awesome IoT. A collaborative list of great resources about IoT Framework, Library, OS, Platform | 3458 | 2021-10-25 |
| 54 | PantsuDango/Dango-Translator | 团子翻译器 —— 个人兴趣制作的一款基于OCR技术的翻译器 | 3420 | 2021-12-12 |
| 55 | ct-Open-Source/tuya-convert | A collection of scripts to flash Tuya IoT devices to alternative firmwares | 3338 | 2021-12-10 |
| 56 | huangsam/ultimate-python | Ultimate Python study guide for newcomers and professionals alike. 🐍 🐍 🐍 | 3309 | 2021-11-29 |
| 57 | billryan/algorithm-exercise | Data Structure and Algorithm notes. 数据结构与算法/leetcode/lintcode题解/ | 3276 | 2021-12-13 |
| 58 | DropsDevopsOrg/ECommerceCrawlers | 实战🐍多种网站、电商数据爬虫🕷。包含🕸：淘宝商品、微信公众号、大众点评、企查查、招聘网站、闲鱼、阿里任务、博客园、微博、百度贴吧、豆瓣电影、包图网、全景网、豆瓣音乐、某省药监局、搜狐新闻、机器学习文本采集、fofa资产采集、汽车之家、国家统计局、百度关键词收录数、蜘蛛泛目录、今日头条、豆瓣影评、携程、小米应用商店、安居客、途家民宿❤️❤️❤️。微信爬虫展示项目: | 3071 | 2021-12-13 |
| 59 | DA-southampton/NLP_ability | 总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提升核心竞争力 | 2998 | 2021-12-18 |
| 60 | layumi/Person_reID_baseline_pytorch | Pytorch ReID: A tiny, friendly, strong pytorch implement of object re-identification baseline. Tutorial 👉https://github.com/layumi/Person_reID_baseline_pytorch/tree/master/tutorial | 2961 | 2021-12-17 |
| 61 | qq547276542/Agriculture_KnowledgeGraph | 农业知识图谱(AgriKG)：农业领域的信息检索，命名实体识别，关系抽取，智能问答，辅助决策 | 2957 | 2021-07-15 |
| 62 | huangrt01/CS-Notes | 我的自学笔记，终身更新，当前专注System基础、MLSys。 | 2913 | 2021-08-18 |
| 63 | bowenpay/wechat-spider | 微信公众号爬虫 | 2889 | 2021-08-10 |
| 64 | xmu-xiaoma666/External-Attention-pytorch | 🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐ | 2882 | 2021-12-15 |
| 65 | google-research/albert | ALBERT: A Lite BERT for Self-supervised Learning of Language Representations | 2842 | 2021-12-13 |
| 66 | EdjeElectronics/TensorFlow-Object-Detection-API-Tutorial-Train-Multiple-Objects-Windows-10 | How to train a TensorFlow Object Detection Classifier for multiple object detection on Windows | 2746 | 2021-10-21 |
| 67 | LiyuanLucasLiu/RAdam | On the Variance of the Adaptive Learning Rate and Beyond | 2442 | 2021-07-31 |
| 68 | ownthink/Jiagu | Jiagu深度学习自然语言处理工具 知识图谱关系抽取 中文分词 词性标注 命名实体识别 情感分析 新词发现 关键词 文本摘要 文本聚类 | 2368 | 2021-06-02 |
| 69 | LyleMi/Learn-Web-Hacking | Study Notes For Web Hacking / Web安全学习笔记 | 2321 | 2021-11-29 |
| 70 | mars-project/mars | Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions. | 2308 | 2021-12-18 |
| 71 | PyJun/Mooc_Downloader | 学无止下载器，慕课下载器，Mooc下载，慕课网下载，中国大学下载，爱课程下载，网易云课堂下载，学堂在线下载，超星学习通下载；支持视频，课件同时下载 | 2291 | 2021-12-12 |
| 72 | kwai/DouZero | [ICML 2021] DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning 斗地主AI | 2283 | 2021-12-05 |
| 73 | BrikerMan/Kashgari | Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding. | 2235 | 2021-07-09 |
| 74 | PegasusWang/python_data_structures_and_algorithms | Python 中文数据结构和算法教程 | 2194 | 2021-12-03 |
| 75 | firmai/financial-machine-learning | A curated list of practical financial machine learning tools and applications. | 2172 | 2021-12-19 |
| 76 | china-testing/python-api-tesing | python中文库-python人工智能大数据自动化接口测试开发。 书籍下载及python库汇总https://china-testing.github.io/ | 2068 | 2021-07-16 |
| 77 | ethan-funny/explore-python | 📗 The Beauty of Python Programming. | 1966 | 2021-06-17 |
| 78 | ines/spacy-course | 👩🏫 Advanced NLP with spaCy: A free online course | 1919 | 2021-12-10 |
| 79 | TechXueXi/TechXueXi | 强国通 科技强国 学习强国 xuexiqiangguo 全网最好用开源网页学习强国助手：TechXueXi （懒人刷分工具 自动学习）技术强国，支持答题，支持 docker 45分/天 | 1881 | 2021-12-17 |
| 80 | QData/TextAttack | TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/ | 1773 | 2021-12-16 |
| 81 | EugeneLiu/translationCSAPP | 为 CSAPP 视频课程提供字幕，翻译 PPT，Lab。 | 1768 | 2021-12-07 |
| 82 | HuberTRoy/leetCode | ✏️ 算法相关知识储备 LeetCode with Python and JavaScript 📚 | 1713 | 2021-07-26 |
| 83 | swaroopch/byte-of-python | Beginners book on Python - start here if you don't know programming | 1712 | 2021-11-28 |
| 84 | open-mmlab/mmselfsup | OpenMMLab Self-Supervised Learning Toolbox and Benchmark | 1681 | 2021-12-17 |
| 85 | justinzm/gopup | 数据接口：百度、谷歌、头条、微博指数,宏观数据，利率数据，货币汇率，千里马、独角兽公司，新闻联播文字稿，影视票房数据，高校名单，疫情数据… | 1669 | 2021-12-13 |
| 86 | shenweichen/DeepCTR-Torch | 【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models. | 1642 | 2021-08-25 |
| 87 | youyuge34/PI-REC | 🔥 PI-REC: Progressive Image Reconstruction Network With Edge and Color Domain. 🔥 图像翻译，条件GAN，AI绘画 | 1619 | 2021-10-12 |
| 88 | Mr-xn/BurpSuite-collections | 有关burpsuite的插件(非商店),文章以及使用技巧的收集(此项目不再提供burpsuite破解文件,如需要请在博客mrxn.net下载)---Collection of burpsuite plugins (non-stores), articles and tips for using Burpsuite, no crack version file | 1580 | 2021-12-15 |
| 89 | iswbm/pycharm-guide | PyCharm 中文指南：安装 破解 效率 技巧 | 1560 | 2021-12-12 |
| 90 | princeton-nlp/SimCSE | EMNLP'2021: SimCSE: Simple Contrastive Learning of Sentence Embeddings | 1546 | 2021-11-26 |
| 91 | abbeyokgo/PyOne | PyOne-一款给力的onedrive文件管理、分享程序 | 1479 | 2021-09-24 |
| 92 | deepset-ai/FARM | 🏡 Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering. | 1440 | 2021-11-23 |
| 93 | conanhujinming/comments-for-awesome-courses | 名校公开课程评价网 | 1425 | 2021-12-18 |
| 94 | msgi/nlp-journey | Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Tran ... | 1393 | 2021-07-05 |
| 95 | wnma3mz/wechat_articles_spider | 微信公众号文章的爬虫 | 1384 | 2021-12-18 |
| 96 | getpelican/pelican-plugins | Collection of plugins for the Pelican static site generator | 1328 | 2021-12-18 |
| 97 | striver-ing/wechat-spider | 开源微信爬虫：爬取公众号所有 文章、阅读量、点赞量和评论内容。易部署。持续维护！！！ | 1322 | 2021-09-22 |
| 98 | D-X-Y/AutoDL-Projects | Automated deep learning algorithms implemented in PyTorch. | 1316 | 2021-10-25 |
| 99 | DasyDong/developer-roadmap | developer-roadmap | 1310 | 2021-12-07 |
| 100 | Tencent/Metis | Metis is a learnware platform in the field of AIOps. | 1290 | 2021-06-10 |
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