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# 中文总榜 > 资料类 > Python
<sub>数据更新: 2022-04-10&nbsp;&nbsp;&nbsp;/&nbsp;&nbsp;&nbsp;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</sub>

|#|Repository|Description|Stars|Updated|
|:-|:-|:-|:-|:-|
|1|[donnemartin/system-design-primer](https://github.com/donnemartin/system-design-primer)|Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards.|171730|2022-03-30|
|2|[jackfrued/Python-100-Days](https://github.com/jackfrued/Python-100-Days)|Python - 100天从新手到大师|116867|2022-04-07|
|3|[521xueweihan/HelloGitHub](https://github.com/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.|53849|2022-03-28|
|4|[d2l-ai/d2l-zh](https://github.com/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。|31316|2022-04-08|
|5|[satwikkansal/wtfpython](https://github.com/satwikkansal/wtfpython)|What the f*ck Python? 😱|28495|2022-04-04|
|6|[0xAX/linux-insides](https://github.com/0xAX/linux-insides)|A little bit about a linux kernel|24419|2022-03-28|
|7|[wangzheng0822/algo](https://github.com/wangzheng0822/algo)|数据结构和算法必知必会的50个代码实现|20660|2022-03-15|
|8|[drduh/macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide)|Guide to securing and improving privacy on macOS|19009|2022-03-30|
|9|[luong-komorebi/Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software)|A list of awesome applications, software, tools and other materials for Linux distros. |17321|2022-02-06|
|10|[shimohq/chinese-programmer-wrong-pronunciation](https://github.com/shimohq/chinese-programmer-wrong-pronunciation)|中国程序员容易发音错误的单词|15211|2022-03-20|
|11|[miloyip/game-programmer](https://github.com/miloyip/game-programmer)|A Study Path for Game Programmer|14473|2022-01-08|
|12|[d2l-ai/d2l-en](https://github.com/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.|12950|2022-04-09|
|13|[Vonng/ddia](https://github.com/Vonng/ddia)|《Designing Data-Intensive Application》DDIA中文翻译|12747|2022-03-25|
|14|[leisurelicht/wtfpython-cn](https://github.com/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|12166|2022-04-08|
|15|[waditu/tushare](https://github.com/waditu/tushare)|TuShare is a utility for crawling historical data of China stocks|11488|2022-03-28|
|16|[shengqiangzhang/examples-of-web-crawlers](https://github.com/shengqiangzhang/examples-of-web-crawlers)|一些非常有趣的python爬虫例子,对新手比较友好,主要爬取淘宝、天猫、微信、微信读书、豆瓣、QQ等网站。(Some interesting examples of python crawlers that are friendly to beginners. )|10978|2022-03-18|
|17|[lyhue1991/eat_tensorflow2_in_30_days](https://github.com/lyhue1991/eat_tensorflow2_in_30_days)|Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋|9388|2022-01-07|
|18|[wistbean/learn_python3_spider](https://github.com/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 ...|9336|2022-03-09|
|19|[jindongwang/transferlearning](https://github.com/jindongwang/transferlearning)|Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习|9079|2022-04-01|
|20|[Dod-o/Statistical-Learning-Method_Code](https://github.com/Dod-o/Statistical-Learning-Method_Code)|手写实现李航《统计学习方法》书中全部算法|8826|2022-03-21|
|21|[injetlee/Python](https://github.com/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|7564|2022-03-21|
|22|[jackzhenguo/python-small-examples](https://github.com/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|6921|2022-04-02|
|23|[kangvcar/InfoSpider](https://github.com/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 ...|6097|2022-03-12|
|24|[shenweichen/DeepCTR](https://github.com/shenweichen/DeepCTR)|Easy-to-use,Modular and Extendible package of deep-learning based CTR models .|5942|2022-03-30|
|25|[ctf-wiki/ctf-wiki](https://github.com/ctf-wiki/ctf-wiki)|Come and join us, we need you!|5557|2022-03-20|
|26|[Jack-Cherish/PythonPark](https://github.com/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。|5356|2022-04-09|
|27|[chyroc/WechatSogou](https://github.com/chyroc/WechatSogou)|基于搜狗微信搜索的微信公众号爬虫接口|5289|2022-03-11|
|28|[humphd/have-fun-with-machine-learning](https://github.com/humphd/have-fun-with-machine-learning)|An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks|4924|2021-12-19|
|29|[xiaolai/regular-investing-in-box](https://github.com/xiaolai/regular-investing-in-box)|定投改变命运 —— 让时间陪你慢慢变富 https://onregularinvesting.com|4796|2022-04-09|
|30|[xmu-xiaoma666/External-Attention-pytorch](https://github.com/xmu-xiaoma666/External-Attention-pytorch)|🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐|4743|2022-04-07|
|31|[public-api-lists/public-api-lists](https://github.com/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)|4577|2022-02-20|
|32|[PyQt5/PyQt](https://github.com/PyQt5/PyQt)|PyQt Examples（PyQt各种测试和例子） PyQt4 PyQt5|4139|2022-03-06|
|33|[offu/WeRoBot](https://github.com/offu/WeRoBot)|WeRoBot 是一个微信公众号开发框架|4026|2022-03-28|
|34|[ownthink/KnowledgeGraphData](https://github.com/ownthink/KnowledgeGraphData)|史上最大规模1.4亿中文知识图谱开源下载|4008|2022-02-23|
|35|[liuhuanyong/QASystemOnMedicalKG](https://github.com/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。|3881|2022-04-01|
|36|[PantsuDango/Dango-Translator](https://github.com/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|3772|2022-04-03|
|37|[TingsongYu/PyTorch_Tutorial](https://github.com/TingsongYu/PyTorch_Tutorial)|《Pytorch模型训练实用教程》中配套代码|3675|2022-03-27|
|38|[phodal/awesome-iot](https://github.com/phodal/awesome-iot)|Awesome IoT. A collaborative list of great resources about IoT Framework, Library,  OS, Platform|3563|2022-02-14|
|39|[DA-southampton/NLP_ability](https://github.com/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|3526|2022-03-04|
|40|[ct-Open-Source/tuya-convert](https://github.com/ct-Open-Source/tuya-convert)|A collection of scripts to flash Tuya IoT devices to alternative firmwares|3520|2022-01-13|
|41|[huangsam/ultimate-python](https://github.com/huangsam/ultimate-python)|Ultimate Python study guide for newcomers and professionals alike. :snake: :snake: :snake:|3517|2022-02-25|
|42|[billryan/algorithm-exercise](https://github.com/billryan/algorithm-exercise)|Data Structure and Algorithm notes. 数据结构与算法/leetcode/lintcode题解/|3317|2021-12-13|
|43|[DropsDevopsOrg/ECommerceCrawlers](https://github.com/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:|3258|2022-03-12|
|44|[layumi/Person_reID_baseline_pytorch](https://github.com/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|3132|2022-02-06|
|45|[lyhue1991/eat_pytorch_in_20_days](https://github.com/lyhue1991/eat_pytorch_in_20_days)|Pytorch🍊🍉   is delicious, just eat it! 😋😋|3057|2021-11-20|
|46|[huangrt01/CS-Notes](https://github.com/huangrt01/CS-Notes)|我的自学笔记，终身更新，当前专注System基础、MLSys。|3017|2022-02-04|
|47|[google-research/albert](https://github.com/google-research/albert)|ALBERT: A Lite BERT for Self-supervised Learning of Language Representations|2878|2022-04-08|
|48|[EdjeElectronics/TensorFlow-Object-Detection-API-Tutorial-Train-Multiple-Objects-Windows-10](https://github.com/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|2784|2021-10-21|
|49|[TechXueXi/TechXueXi](https://github.com/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|2731|2022-04-08|
|50|[CodecWang/opencv-python-tutorial](https://github.com/CodecWang/opencv-python-tutorial)|📖 OpenCV-Python image processing tutorial for beginners|2568|2022-01-30|
|51|[LyleMi/Learn-Web-Hacking](https://github.com/LyleMi/Learn-Web-Hacking)|Study Notes For Web Hacking / Web安全学习笔记|2531|2022-03-29|
|52|[iswbm/magic-python](https://github.com/iswbm/magic-python)|Python 黑魔法手册|2528|2022-02-20|
|53|[kwai/DouZero](https://github.com/kwai/DouZero)|[ICML 2021] DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning   斗地主AI|2487|2022-03-05|
|54|[PyJun/Mooc_Downloader](https://github.com/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|2482|2022-03-17|
|55|[FeeiCN/Security-PPT](https://github.com/FeeiCN/Security-PPT)|Security-related Slide Presentation（大安全各领域各公司各会议分享的PPT）|2431|2022-04-02|
|56|[mars-project/mars](https://github.com/mars-project/mars)|Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.|2384|2022-04-09|
|57|[PegasusWang/python_data_structures_and_algorithms](https://github.com/PegasusWang/python_data_structures_and_algorithms)|Python 中文数据结构和算法教程|2282|2022-04-09|
|58|[egrcc/zhihu-python](https://github.com/egrcc/zhihu-python)|获取知乎内容信息，包括问题，答案，用户，收藏夹信息|2176|2022-02-08|
|59|[explosion/spacy-course](https://github.com/explosion/spacy-course)|👩‍🏫 Advanced NLP with spaCy: A free online course|2000|2022-04-07|
|60|[zhaoolee/StarsAndClown](https://github.com/zhaoolee/StarsAndClown)|☀️Github星聚弃疗榜, 让吃瓜群众也能享受Github带来的乐趣~Github StarsAndClown, Let the people who eat me can enjoy the fun of Github~|1936|2022-04-09|
|61|[open-mmlab/mmselfsup](https://github.com/open-mmlab/mmselfsup)|OpenMMLab Self-Supervised Learning Toolbox and Benchmark|1916|2022-04-07|
|62|[QData/TextAttack](https://github.com/QData/TextAttack)|TextAttack 🐙  is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/|1916|2022-04-05|
|63|[princeton-nlp/SimCSE](https://github.com/princeton-nlp/SimCSE)|EMNLP'2021: SimCSE: Simple Contrastive Learning of Sentence Embeddings|1907|2021-11-26|
|64|[conanhujinming/comments-for-awesome-courses](https://github.com/conanhujinming/comments-for-awesome-courses)|名校公开课程评价网|1854|2022-03-12|
|65|[shenweichen/DeepCTR-Torch](https://github.com/shenweichen/DeepCTR-Torch)|【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.|1827|2022-03-02|
|66|[fendouai/PyTorchDocs](https://github.com/fendouai/PyTorchDocs)|PyTorch 官方中文教程包含 60 分钟快速入门教程，强化教程，计算机视觉，自然语言处理，生成对抗网络，强化学习。欢迎 Star，Fork！|1815|2022-02-15|
|67|[swaroopch/byte-of-python](https://github.com/swaroopch/byte-of-python)|Beginners book on Python - start here if you don't know programming|1805|2022-01-05|
|68|[guanguans/favorite-link](https://github.com/guanguans/favorite-link)|❤️ 每天收集喜欢的开源项目   RSS 订阅    快知 app 订阅|1800|2022-04-08|
|69|[justinzm/gopup](https://github.com/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…|1796|2022-04-03|
|70|[Mr-xn/BurpSuite-collections](https://github.com/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|1764|2022-04-09|
|71|[coffeehb/Some-PoC-oR-ExP](https://github.com/coffeehb/Some-PoC-oR-ExP)|各种漏洞poc、Exp的收集或编写|1752|2022-04-06|
|72|[youyuge34/PI-REC](https://github.com/youyuge34/PI-REC)|:fire: PI-REC: Progressive Image Reconstruction Network With Edge and Color Domain. :fire: 图像翻译，条件GAN，AI绘画|1664|2022-03-11|
|73|[iswbm/pycharm-guide](https://github.com/iswbm/pycharm-guide)|PyCharm 中文指南：安装   破解   效率   技巧|1662|2022-02-20|
|74|[NLP-LOVE/Introduction-NLP](https://github.com/NLP-LOVE/Introduction-NLP)|HanLP作者的新书《自然语言处理入门》详细笔记！业界良心之作，书中不是枯燥无味的公式罗列，而是用白话阐述的通俗易懂的算法模型。从基本概念出发，逐步介绍中文分词、词性标注、命名实体识别、信息抽取、文本聚类、文本分类、句法分析这几个热门问题的算法原理与工程实现。|1613|2022-01-05|
|75|[wnma3mz/wechat_articles_spider](https://github.com/wnma3mz/wechat_articles_spider)|微信公众号文章的爬虫|1503|2022-01-14|
|76|[lucidrains/x-transformers](https://github.com/lucidrains/x-transformers)|A simple but complete full-attention transformer with a set of promising experimental features from various papers|1496|2022-04-08|
|77|[blmoistawinde/HarvestText](https://github.com/blmoistawinde/HarvestText)|文本挖掘和预处理工具（文本清洗、新词发现、情感分析、实体识别链接、关键词抽取、知识抽取、句法分析等），无监督或弱监督方法|1492|2022-03-02|
|78|[deepset-ai/FARM](https://github.com/deepset-ai/FARM)|:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.|1491|2021-11-23|
|79|[MenghaoGuo/Awesome-Vision-Attentions](https://github.com/MenghaoGuo/Awesome-Vision-Attentions)|Summary of related papers on visual attention. Related code will be released based on Jittor gradually.    |1484|2022-03-05|
|80|[microsoft/AI-System](https://github.com/microsoft/AI-System)|System for AI Education Resource.|1483|2022-04-08|
|81|[abbeyokgo/PyOne](https://github.com/abbeyokgo/PyOne)|PyOne-一款给力的onedrive文件管理、分享程序|1482|2022-01-10|
|82|[thuml/Transfer-Learning-Library](https://github.com/thuml/Transfer-Learning-Library)|Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization|1461|2022-04-05|
|83|[striver-ing/wechat-spider](https://github.com/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！！！|1430|2022-03-30|
|84|[DasyDong/developer-roadmap](https://github.com/DasyDong/developer-roadmap)|developer-roadmap|1426|2021-12-07|
|85|[D-X-Y/AutoDL-Projects](https://github.com/D-X-Y/AutoDL-Projects)|Automated deep learning algorithms implemented in PyTorch.|1366|2022-03-29|
|86|[Tencent/Metis](https://github.com/Tencent/Metis)|Metis is a learnware platform in the field of AIOps. |1360|2022-03-22|
|87|[getpelican/pelican-plugins](https://github.com/getpelican/pelican-plugins)|Collection of plugins for the Pelican static site generator|1342|2022-01-12|
|88|[paicha/gxgk-wechat-server](https://github.com/paicha/gxgk-wechat-server)|校园微信公众号，使用 Python、Flask、Redis、MySQL、Celery [DEPRECATED]|1336|2022-03-03|
|89|[babybuddy/babybuddy](https://github.com/babybuddy/babybuddy)|A :baby: buddy to help caregivers track sleep, feedings, diaper changes, and tummy time to learn about and predict baby's needs without (as much) guess work.|1334|2022-04-09|
|90|[itcharge/LeetCode-Py](https://github.com/itcharge/LeetCode-Py)|⛽️「算法通关手册」，超详细的「算法与数据结构」基础讲解教程，「LeetCode」650+ 道题目 Python 版的详细解析。通过「算法理论学习」和「编程实战练习」相结合的方式，从零基础到彻底掌握算法知识。|1255|2022-04-08|
|91|[graph4ai/graph4nlp](https://github.com/graph4ai/graph4nlp)|Graph4nlp is the library for the easy use of Graph Neural Networks for NLP. Welcome to visit our DLG4NLP website (https://dlg4nlp.github.io/index.html) for various learning resources! |1255|2022-04-06|
|92|[PaddlePaddle/PGL](https://github.com/PaddlePaddle/PGL)|Paddle Graph Learning (PGL) is an efficient and flexible graph learning framework based on PaddlePaddle|1255|2022-04-08|
|93|[laixintao/python-parallel-programming-cookbook-cn](https://github.com/laixintao/python-parallel-programming-cookbook-cn)|📖《Python Parallel Programming Cookbook》中文版|1189|2022-02-26|
|94|[dongweiming/web_develop](https://github.com/dongweiming/web_develop)|《Python Web开发实战》书中源码|1167|2022-03-11|
|95|[yqchilde/JDMemberCloseAccount](https://github.com/yqchilde/JDMemberCloseAccount)|学习python操作selenium的一个🌰 ，也是一种京东全自动退会方案|1151|2022-04-09|
|96|[juand-r/entity-recognition-datasets](https://github.com/juand-r/entity-recognition-datasets)|A collection of corpora for named entity recognition (NER) and entity recognition tasks. These annotated datasets cover a variety of languages, domains and entity types.|1133|2022-03-03|
|97|[twtrubiks/docker-tutorial](https://github.com/twtrubiks/docker-tutorial)|Docker 基本教學 - 從無到有 Docker-Beginners-Guide   教你用 Docker 建立 Django + PostgreSQL 📝|1108|2022-04-05|
|98|[alecmuffett/real-world-onion-sites](https://github.com/alecmuffett/real-world-onion-sites)|This is a list of substantial, commercial-or-social-good mainstream websites which provide onion services.|1102|2022-04-09|
|99|[HelloGitHub-Team/HelloDjango-blog-tutorial](https://github.com/HelloGitHub-Team/HelloDjango-blog-tutorial)|免费带你学 django 全栈！基于 django 2.2 的个人博客，初学者绝对不能错过的 django 教程！｡◕ᴗ◕｡|1081|2022-03-29|
|100|[alibaba/AliceMind](https://github.com/alibaba/AliceMind)|ALIbaba's Collection of Encoder-decoders from MinD (Machine IntelligeNce of Damo) Lab|1080|2022-01-25|
|101|[anyant/rssant](https://github.com/anyant/rssant)|蚁阅 - 让 RSS 更好用，轻松订阅你喜欢的博客和资讯|1078|2022-02-11|
|102|[me-shaon/bangla-programming-resources](https://github.com/me-shaon/bangla-programming-resources)|Bangla tutorial, reference and resource list on programming topics|1066|2022-03-03|
|103|[yhangf/PythonCrawler](https://github.com/yhangf/PythonCrawler)| :heartpulse:用python编写的爬虫项目集合|1014|2022-01-02|
|104|[HaddyYang/django2.0-course](https://github.com/HaddyYang/django2.0-course)|Django2.0视频教程相关代码（杨仕航）|987|2022-03-12|
|105|[whyliam/whyliam.workflows.youdao](https://github.com/whyliam/whyliam.workflows.youdao)|使用有道翻译你想知道的单词和语句|941|2022-03-21|
|106|[Charmve/Surface-Defect-Detection](https://github.com/Charmve/Surface-Defect-Detection)|📈 Constantly summarizing open source dataset and critical papers in the field of surface defect research which are of great importance.  |940|2022-03-24|
|107|[EvanLi/Github-Ranking](https://github.com/EvanLi/Github-Ranking)|:star:Github Ranking:star: Github stars and forks ranking list. Github Top100 stars list of different languages. Automatically update daily.   Github仓库排名，每日自动更新|932|2022-04-09|
|108|[liuhuanyong/TextGrapher](https://github.com/liuhuanyong/TextGrapher)|Text Content Grapher based on keyinfo extraction by NLP method。输入一篇文档，将文档进行关键信息提取，进行结构化，并最终组织成图谱组织形式，形成对文章语义信息的图谱化展示。|924|2021-10-20|
|109|[SleepyBag/Statistical-Learning-Methods](https://github.com/SleepyBag/Statistical-Learning-Methods)|Implement Statistical Learning Methods, Li Hang the hard way. 李航《统计学习方法》一书的硬核 Python 实现|917|2021-11-14|
|110|[4ra1n/JavaSecInterview](https://github.com/4ra1n/JavaSecInterview)|打造最强的Java安全研究与安全开发面试题库，包含问题和详细的答案，帮助师傅们找到满意的工作|894|2022-04-04|
|111|[Hopetree/izone](https://github.com/Hopetree/izone)|django+bootstrap4 个人博客|885|2022-03-18|
|112|[icopy-site/awesome-cn](https://github.com/icopy-site/awesome-cn)|超赞列表合集|867|2022-04-08|
|113|[iswbm/GolangCodingTime](https://github.com/iswbm/GolangCodingTime)|Go编程时光，一个零基础入门 Golang 的教程|858|2022-03-26|
|114|[HaoZhang95/Python24](https://github.com/HaoZhang95/Python24)|网上搜集的自学python语言的资料集合,包括整套代码和讲义集合，这是至今为止所开放网上能够查找到的最新视频教程，网上找不到其他最新的python整套视频了,. 具体的无加密的mp4视频教程和讲义集合可以在更新的Readme文件中找到，下载直接打开就能播放，项目从零基础的Python教程到深度学习，总共30章节，其中包含Python基础中的飞机大战项目，WSGI项目，Flask新经资讯项目， Dj ...|858|2022-04-06|
|115|[stacklens/django_blog_tutorial](https://github.com/stacklens/django_blog_tutorial)|Django搭建博客教程|851|2022-03-11|
|116|[HiLab-git/SSL4MIS](https://github.com/HiLab-git/SSL4MIS)|Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.|849|2022-04-09|
|117|[fuergaosi233/gitbook2pdf](https://github.com/fuergaosi233/gitbook2pdf)|Grab the contents of the gitbook document and convert it to pdf|840|2022-03-11|
|118|[ahmedfgad/GeneticAlgorithmPython](https://github.com/ahmedfgad/GeneticAlgorithmPython)|Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).|839|2022-04-06|
|119|[alanbobs999/TopFreeProxies](https://github.com/alanbobs999/TopFreeProxies)|高质量免费节点分享，以及订阅链接收集。|811|2022-04-08|
|120|[hhaAndroid/mmdetection-mini](https://github.com/hhaAndroid/mmdetection-mini)|mmdetection最小学习版|807|2021-11-21|
|121|[THUDM/CogView](https://github.com/THUDM/CogView)|Text-to-Image generation. The repo for NeurIPS 2021 paper "CogView: Mastering Text-to-Image Generation via Transformers".|798|2022-04-01|
|122|[fire-keeper/BlindWatermark](https://github.com/fire-keeper/BlindWatermark)|使用盲水印保护创作者的知识产权using invisible watermark to protect creator's intellectual property|797|2022-03-10|
|123|[hongwenjun/vps_setup](https://github.com/hongwenjun/vps_setup)|linux  vim bash 脚本学习笔记 by 蘭雅sRGB   https://262235.xyz/|765|2022-01-13|
|124|[wikipedia2vec/wikipedia2vec](https://github.com/wikipedia2vec/wikipedia2vec)|A tool for learning vector representations of words and entities from Wikipedia|763|2022-03-28|
|125|[LingDong-/qiji-font](https://github.com/LingDong-/qiji-font)|齊伋體 - typeface from Ming Dynasty woodblock printed books|759|2022-02-13|
|126|[spiside/pdb-tutorial](https://github.com/spiside/pdb-tutorial)|A simple tutorial about effectively using pdb|755|2022-01-08|
|127|[RimoChan/Vtuber_Tutorial](https://github.com/RimoChan/Vtuber_Tutorial)|【教程】从零开始的自制Vtuber！|728|2022-03-09|
|128|[svjan5/GNNs-for-NLP](https://github.com/svjan5/GNNs-for-NLP)|Tutorial: Graph Neural Networks for Natural Language Processing at EMNLP 2019 and CODS-COMAD 2020|725|2022-02-10|
|129|[NUAA-AL/ALiPy](https://github.com/NUAA-AL/ALiPy)|ALiPy: Active Learning in Python is an active learning python toolbox, which allows users to conveniently evaluate, compare and analyze the performance of active learning methods.|712|2022-01-11|
|130|[twtrubiks/django-rest-framework-tutorial](https://github.com/twtrubiks/django-rest-framework-tutorial)|Django-REST-framework 基本教學 - 從無到有 DRF-Beginners-Guide 📝|712|2021-10-12|
|131|[coco369/knowledge](https://github.com/coco369/knowledge)|python学习之路，就是不断累积，不断学习的过程。该知识库讲解了Python Web框架内容，如Django、DjangoRestFramework、tornado、flask，redis，MySQL，MongoDB，docker，Vue等内容|683|2021-10-13|
|132|[saveweb/review-2021](https://github.com/saveweb/review-2021)|今年，你写年终总结了吗？|669|2022-04-03|
|133|[km1994/NLP-Interview-Notes](https://github.com/km1994/NLP-Interview-Notes)|本项目是作者们根据个人面试和经验总结出的自然语言处理(NLP)面试准备的学习笔记与资料，该资料目前包含 自然语言处理各领域的 面试题积累。|669|2022-01-24|
|134|[eastmountyxz/NetworkSecuritySelf-study](https://github.com/eastmountyxz/NetworkSecuritySelf-study)|这是作者的系列网络安全自学教程，主要是关于网安工具和实践操作的在线笔记，希望对大家有所帮助，学无止境，加油。|658|2022-04-02|
|135|[dongdonghy/Detection-PyTorch-Notebook](https://github.com/dongdonghy/Detection-PyTorch-Notebook)|代码 -《深度学习之PyTorch物体检测实战》|648|2021-10-12|
|136|[cnschema/cnSchema](https://github.com/cnschema/cnSchema)|开放中文知识图谱的schema|641|2021-12-15|
|137|[Foair/course-crawler](https://github.com/Foair/course-crawler)|🎓 中国大学MOOC、学堂在线、网易云课堂、好大学在线、爱课程 MOOC 课程下载。 |634|2022-01-09|
|138|[MorvanZhou/NLP-Tutorials](https://github.com/MorvanZhou/NLP-Tutorials)|Simple implementations of NLP models. Tutorials are written in Chinese on my website https://mofanpy.com|631|2022-02-10|
|139|[dipu-bd/lightnovel-crawler](https://github.com/dipu-bd/lightnovel-crawler)|Generate and download e-books from online sources.|614|2022-04-09|
|140|[Rainbow-Dreamer/musicpy](https://github.com/Rainbow-Dreamer/musicpy)|Musicpy is a music programming language in Python designed to write music in very handy syntax through music theory and algorithms.|606|2022-04-08|
|141|[yl-1993/learn-to-cluster](https://github.com/yl-1993/learn-to-cluster)|Learning to Cluster Faces (CVPR 2019, CVPR 2020)|587|2021-12-27|
|142|[UlionTse/translators](https://github.com/UlionTse/translators)|🌏🌍🌎Translators🌎🌍🌏 is a library which aims to bring free, multiple, enjoyable translation to individuals and students in Python.  Translators是一个旨在用Python为个人和学生带来免费、多样、愉快翻译的库。|550|2022-03-17|
|143|[wx-chevalier/Awesome-CheatSheets](https://github.com/wx-chevalier/Awesome-CheatSheets)|:books: Ultimate CheatSheets(Tutorials&MindMap), overview of syntax, features and practical tips, collection of useful code snippets, go from zero to hero at fly. :dizzy:  干货满满的全栈开发速学速查手册集锦|549|2022-02-20|
|144|[firmianay/security-paper](https://github.com/firmianay/security-paper)|（与本人兴趣强相关的）各种安全or计算机资料收集|544|2021-12-02|
|145|[bonfy/leetcode](https://github.com/bonfy/leetcode)|:sparkles::v::sparkles:leetcode刷题 内附leetcode solution代码自动下载生成器（Leetcode solution auto generator)|536|2021-12-13|
|146|[LongxingTan/Time-series-prediction](https://github.com/LongxingTan/Time-series-prediction)|Deep learning time series prediction with TensorFlow - TFTS|533|2022-03-18|
|147|[shamangary/FSA-Net](https://github.com/shamangary/FSA-Net)|[CVPR19] FSA-Net: Learning Fine-Grained Structure Aggregation for Head Pose Estimation from a Single Image|526|2022-02-11|
|148|[smileboywtu/MillionHeroAssistant](https://github.com/smileboywtu/MillionHeroAssistant)|百万 / 冲顶 / 芝士 / UC  / 万能 答题助手（知识图谱更加专业，自动推荐答案， Android手机自动屏幕适配，模拟器支持，多开)|525|2022-03-11|
|149|[baabaaox/ScrapyDouban](https://github.com/baabaaox/ScrapyDouban)| 豆瓣电影/豆瓣读书 Scarpy 爬虫|521|2022-04-01|
|150|[awake1t/HackReport](https://github.com/awake1t/HackReport)|渗透测试报告/资料文档/渗透经验文档/安全书籍|515|2021-12-25|
|151|[DeppWang/youdaonote-pull](https://github.com/DeppWang/youdaonote-pull)|📝 一个一键导出 / 备份「有道云笔记」所有笔记的 Python 脚本。 A Python script to export/backup all the notes of the "Youdao Note".|512|2022-04-09|
|152|[BLKSerene/Wordless](https://github.com/BLKSerene/Wordless)|An Integrated Corpus Tool With Multilingual Support for the Study of Language, Literature, and Translation|498|2022-03-12|
|153|[hhstore/annotated-py-projects](https://github.com/hhstore/annotated-py-projects)|flask/sanic/asyncio/bottle/webpy 等源码注解合集|498|2022-03-09|
|154|[DengBoCong/nlp-paper](https://github.com/DengBoCong/nlp-paper)|自然语言处理领域下的对话语音领域，整理相关论文（附阅读笔记），复现模型以及数据处理等（代码含TensorFlow和PyTorch两版本）|497|2022-04-02|
|155|[chaijunit/beibq](https://github.com/chaijunit/beibq)|基于flask开发类似gitbook的知识管理网站。 http://demo.beibq.cn|496|2022-03-11|
|156|[xiaoqian19940510/Event-Extraction](https://github.com/xiaoqian19940510/Event-Extraction)|近年来事件抽取方法总结，包括中文事件抽取、开放域事件抽取、事件数据生成、跨语言事件抽取、小样本事件抽取、零样本事件抽取等类型，DMCNN、FramNet、DLRNN、DBRNN、GCN、DAG-GRU、JMEE、PLMEE等方法|495|2022-03-06|
|157|[lixi5338619/lxSpider](https://github.com/lixi5338619/lxSpider)|爬虫案例合集。包括但不限于《淘宝、京东、天猫、豆瓣、抖音、快手、微博、微信、阿里、头条、pdd、优酷、爱奇艺、携程、12306、58、搜狐、各种指数、维普万方、Zlibraty、Oalib、小说、招标网、采购网、小红书、大众点评、推特、脉脉》|491|2022-03-22|
|158|[zjunlp/OpenUE](https://github.com/zjunlp/OpenUE)|OpenUE是一个轻量级知识图谱抽取工具 (An Open Toolkit for Universal  Extraction from Text)|486|2022-01-20|
|159|[sladesha/deep_learning](https://github.com/sladesha/deep_learning)|基础的深度学习实验研究结果汇总笔记|484|2022-02-10|
|160|[confucianzuoyuan/bookstore](https://github.com/confucianzuoyuan/bookstore)|使用Django编写一个书城电商网站，配合详细的教程。|480|2022-03-11|
|161|[biliup/biliup](https://github.com/biliup/biliup)|全自动录播、投稿工具，也支持twitch、ytb频道搬运。提供分p上传b站接口，腾讯云内网免流+大幅提速|478|2022-04-06|
|162|[ramsrigouthamg/Questgen.ai](https://github.com/ramsrigouthamg/Questgen.ai)|Question generation using state-of-the-art Natural Language Processing algorithms|474|2022-04-05|
|163|[HeisenbergEmpire/studynote](https://github.com/HeisenbergEmpire/studynote)|程式與網絡安全學習筆記|457|2022-01-26|
|164|[SkywalkerJi/mdt](https://github.com/SkywalkerJi/mdt)|Yu-Gi-Oh! Master Duel Translation Script|438|2022-04-07|
|165|[gsoc-cn/gsoc-cn](https://github.com/gsoc-cn/gsoc-cn)|Google Summer of Code 中文相关资料|435|2022-03-10|
|166|[wdmpa/content-farm-list](https://github.com/wdmpa/content-farm-list)|List of content farm sites like g.penzai.com.|434|2022-04-08|
|167|[RimoChan/yinglish](https://github.com/RimoChan/yinglish)|【yinglish】淫语翻译机！|430|2022-02-12|
|168|[pprp/awesome-attention-mechanism-in-cv](https://github.com/pprp/awesome-attention-mechanism-in-cv)|:punch: CV中常用注意力模块;即插即用模块;ViT模型. PyTorch Implementation Collection of Attention Module and Plug&Play Module|422|2022-04-08|
|169|[xuyige/BERT4doc-Classification](https://github.com/xuyige/BERT4doc-Classification)|Code and source for paper ``How to Fine-Tune BERT for Text Classification?``|420|2021-10-19|
|170|[google-research/bleurt](https://github.com/google-research/bleurt)|BLEURT is a metric for Natural Language Generation based on transfer learning.|417|2022-03-28|
|171|[sec-bit/awesome-buggy-erc20-tokens](https://github.com/sec-bit/awesome-buggy-erc20-tokens)|A Collection of Vulnerabilities in ERC20 Smart Contracts With Tokens Affected|416|2021-11-26|
|172|[xiaoqian19940510/text-classification-surveys](https://github.com/xiaoqian19940510/text-classification-surveys)|文本分类资源汇总，包括深度学习文本分类模型，如SpanBERT、ALBERT、RoBerta、Xlnet、MT-DNN、BERT、TextGCN、MGAN、TextCapsule、SGNN、SGM、LEAM、ULMFiT、DGCNN、ELMo、RAM、DeepMoji、IAN、DPCNN、TopicRNN、LSTMN 、Multi-Task、HAN、CharCNN、Tree-LSTM、DAN、Te ...|393|2022-03-06|
|173|[tushushu/imylu](https://github.com/tushushu/imylu)|Pure Python implementation of machine learning algorithms|392|2022-03-17|
|174|[researchmm/Stark](https://github.com/researchmm/Stark)|[ICCV'21] Learning Spatio-Temporal Transformer for Visual Tracking|386|2022-03-23|
|175|[RSS-Renaissance/awesome-blogCN-feeds](https://github.com/RSS-Renaissance/awesome-blogCN-feeds)|优质的「独立中文博客」订阅列表|386|2022-04-06|
|176|[Skyellbin/neo4j-python-pandas-py2neo-v3](https://github.com/Skyellbin/neo4j-python-pandas-py2neo-v3)|利用pandas将excel中数据抽取，以三元组形式加载到neo4j数据库中构建相关知识图谱|383|2022-01-21|
|177|[twtrubiks/docker-django-nginx-uwsgi-postgres-tutorial](https://github.com/twtrubiks/docker-django-nginx-uwsgi-postgres-tutorial)| Docker + Django + Nginx + uWSGI + Postgres  基本教學 - 從無到有 ( Docker + Django + Nginx + uWSGI + Postgres Tutorial ) |381|2022-04-05|
|178|[open-mmlab/mmfewshot](https://github.com/open-mmlab/mmfewshot)|OpenMMLab FewShot Learning Toolbox and Benchmark|377|2022-04-09|
|179|[google-research-datasets/dstc8-schema-guided-dialogue](https://github.com/google-research-datasets/dstc8-schema-guided-dialogue)|The Schema-Guided Dialogue Dataset|371|2022-02-03|
|180|[facebookresearch/flores](https://github.com/facebookresearch/flores)|Facebook Low Resource (FLoRes) MT Benchmark|366|2022-04-03|
|181|[wizyoung/googletranslate.popclipext](https://github.com/wizyoung/googletranslate.popclipext)|(Unofficial) A free and easy-to-use Google Translate PopClip Extension (macOS). 一个免费的谷歌翻译 PopClip 插件 (macOS)。|364|2021-11-03|
|182|[Anfany/Machine-Learning-for-Beginner-by-Python3](https://github.com/Anfany/Machine-Learning-for-Beginner-by-Python3)|为机器学习的入门者提供多种基于实例的sklearn、TensorFlow以及自编函数(AnFany)的ML算法程序。|361|2021-10-16|
|183|[Droidtown/ArticutAPI](https://github.com/Droidtown/ArticutAPI)|API of Articut 中文斷詞 (兼具語意詞性標記)：「斷詞」又稱「分詞」，是中文資訊處理的基礎。Articut 不用機器學習，不需資料模型，只用現代白話中文語法規則，即能達到 SIGHAN 2005 F1-measure 94% 以上，Recall 96% 以上的成績。|355|2022-03-22|
|184|[lisztomania-P/learning-power](https://github.com/lisztomania-P/learning-power)|学习强国 自动化 百分百正确、瞬间答题，分值45分|353|2021-10-20|
|185|[BBuf/tvm_mlir_learn](https://github.com/BBuf/tvm_mlir_learn)|tvm learn|348|2022-04-08|
|186|[giantbranch/python-hacker-code](https://github.com/giantbranch/python-hacker-code)|《python黑帽子：黑客与渗透测试编程之道》代码及实验文件，字典等|337|2021-11-25|
|187|[jilljenn/tryalgo](https://github.com/jilljenn/tryalgo)|Algorithms and data structures for preparing programming competitions: basic and advanced|331|2021-12-03|
|188|[ReAbout/web-sec](https://github.com/ReAbout/web-sec)|WEB安全手册，漏洞理解，漏洞利用，代码审计和渗透测试总结。【持续更新】|329|2022-02-22|
|189|[crow821/crowsec](https://github.com/crow821/crowsec)|视频课件和工具分享|328|2022-04-05|
|190|[gymgle/blockchain-reference](https://github.com/gymgle/blockchain-reference)|区块链参考资料|326|2022-03-28|
|191|[liuhuanyong/ChainKnowledgeGraph](https://github.com/liuhuanyong/ChainKnowledgeGraph)|ChainKnowledgeGraph, 产业链知识图谱包括A股上市公司、行业和产品共3类实体，包括上市公司所属行业关系、行业上级关系、产品上游原材料关系、产品下游产品关系、公司主营产品、产品小类共6大类。 上市公司4,654家，行业511个，产品95,559条、上游材料56,824条，上级行业480条，下游产品390条，产品小类52,937条，所属行业3,946条。  |311|2021-10-26|
|192|[sixs/wenshu_spider](https://github.com/sixs/wenshu_spider)|中国裁判文书网爬虫(2018-08-28更新)|306|2021-10-12|
|193|[PRaichu/xxqg](https://github.com/PRaichu/xxqg)|学习强国 xxqg 无人值守自动看视频、看文章、自动答题（每日答题、每周答题、专项答题），45分/天|302|2022-03-11|
|194|[songyingxin/python-algorithm](https://github.com/songyingxin/python-algorithm)|老宋秋招刷题日记， 语言使用python|297|2022-02-28|
|195|[csuldw/AntSpider](https://github.com/csuldw/AntSpider)|1000万豆瓣电影/评论/名人/评分数据采集源码分享（内含千万电影数据集，可下载）|284|2022-02-11|
|196|[fukuball/fuku-ml](https://github.com/fukuball/fuku-ml)|Simple machine learning library / 簡單易用的機器學習套件|282|2022-01-07|
|197|[qiwihui/reinforcement-learning-an-introduction-chinese](https://github.com/qiwihui/reinforcement-learning-an-introduction-chinese)|《Reinforcement Learning: An Introduction》（第二版）中文翻译|280|2021-11-15|
|198|[chrieke/awesome-geospatial-companies](https://github.com/chrieke/awesome-geospatial-companies)|:globe_with_meridians: List of 500+ geospatial companies (GIS, Earth Observation, UAV, Satellite, Digital Farming, ..)|270|2021-12-23|
|199|[LyleMi/papers](https://github.com/LyleMi/papers)|Academic papers and articles that I read related to web hacking, fuzzing, etc. / 阅读过的Web安全方向、模糊测试方向的一些论文与阅读笔记|269|2022-02-13|
|200|[srx-2000/spider_collection](https://github.com/srx-2000/spider_collection)|python爬虫，目前库存：网易云音乐歌曲爬取，B站视频爬取，知乎问答爬取，壁纸爬取，xvideos视频爬取，有声书爬取，微博爬虫，安居客信息爬取+数据可视化，哔哩哔哩视频封面提取器，ip代理池封装，知乎百万级用户爬虫+数据分析，github用户爬虫|261|2022-03-01|

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