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# 中文总榜 > 资料类 > Python
数据更新: 2022-01-05 / 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|[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.|157312|2021-12-30|
|2|[jackfrued/Python-100-Days](https://github.com/jackfrued/Python-100-Days)|Python - 100天从新手到大师|113637|2021-12-28|
|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.|50632|2021-12-28|
|4|[0voice/interview_internal_reference](https://github.com/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。|33120|2021-08-25|
|5|[apachecn/AiLearning](https://github.com/apachecn/AiLearning)|AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP|32485|2022-01-03|
|6|[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。|29467|2022-01-04|
|7|[satwikkansal/wtfpython](https://github.com/satwikkansal/wtfpython)|What the f*ck Python? 😱|27835|2021-12-23|
|8|[0xAX/linux-insides](https://github.com/0xAX/linux-insides)|A little bit about a linux kernel|24036|2021-12-25|
|9|[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|20190|2021-11-15|
|10|[keon/algorithms](https://github.com/keon/algorithms)|Minimal examples of data structures and algorithms in Python|20180|2021-12-19|
|11|[sebastianruder/NLP-progress](https://github.com/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.|19566|2021-12-07|
|12|[drduh/macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide)|Guide to securing and improving privacy on macOS|18745|2021-12-03|
|13|[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. |16994|2021-12-27|
|14|[charlax/professional-programming](https://github.com/charlax/professional-programming)|A collection of full-stack resources for programmers.|15992|2021-12-24|
|15|[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|14810|2021-12-11|
|16|[wangshub/wechat_jump_game](https://github.com/wangshub/wechat_jump_game)|微信《跳一跳》Python 辅助|13872|2021-10-12|
|17|[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.|12049|2022-01-04|
|18|[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|12012|2021-07-08|
|19|[hindupuravinash/the-gan-zoo](https://github.com/hindupuravinash/the-gan-zoo)|A list of all named GANs!|11548|2021-09-08|
|20|[trekhleb/learn-python](https://github.com/trekhleb/learn-python)|📚 Playground and cheatsheet for learning Python. Collection of Python scripts that are split by topics and contain code examples with explanations.|11542|2021-11-07|
|21|[Vonng/ddia](https://github.com/Vonng/ddia)|《Designing Data-Intensive Application》DDIA中文翻译|11416|2022-01-04|
|22|[waditu/tushare](https://github.com/waditu/tushare)|TuShare is a utility for crawling historical data of China stocks|11320|2021-10-17|
|23|[donnemartin/awesome-aws](https://github.com/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.|9924|2021-12-22|
|24|[programthink/zhao](https://github.com/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|8991|2021-08-01|
|25|[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 ...|8628|2021-12-11|
|26|[coursera-dl/coursera-dl](https://github.com/coursera-dl/coursera-dl)|Script for downloading Coursera.org videos and naming them.|8612|2021-11-17|
|27|[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|8574|2022-01-04|
|28|[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|8547|2021-09-13|
|29|[xinntao/Real-ESRGAN](https://github.com/xinntao/Real-ESRGAN)|Real-ESRGAN aims at developing Practical Algorithms for General Image Restoration.|8416|2022-01-02|
|30|[wilsonfreitas/awesome-quant](https://github.com/wilsonfreitas/awesome-quant)|A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)|8281|2022-01-02|
|31|[lauris/awesome-scala](https://github.com/lauris/awesome-scala)|A community driven list of useful Scala libraries, frameworks and software.|8241|2021-12-28|
|32|[Yorko/mlcourse.ai](https://github.com/Yorko/mlcourse.ai)|Open Machine Learning Course|7989|2021-12-30|
|33|[microsoft/qlib](https://github.com/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 ...|7757|2022-01-04|
|34|[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|7380|2021-12-06|
|35|[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|6622|2021-12-31|
|36|[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 ...|6008|2021-12-13|
|37|[microsoft/nlp-recipes](https://github.com/microsoft/nlp-recipes)|Natural Language Processing Best Practices & Examples|5790|2021-09-07|
|38|[shenweichen/DeepCTR](https://github.com/shenweichen/DeepCTR)|Easy-to-use,Modular and Extendible package of deep-learning based CTR models .|5731|2021-12-20|
|39|[lcdevelop/ChatBotCourse](https://github.com/lcdevelop/ChatBotCourse)|自己动手做聊天机器人教程|5264|2021-09-06|
|40|[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|5233|2021-12-13|
|41|[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|4915|2021-12-19|
|42|[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。|4610|2022-01-02|
|43|[liangliangyy/DjangoBlog](https://github.com/liangliangyy/DjangoBlog)|🍺基于Django的博客系统|4282|2021-12-20|
|44|[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)|4044|2021-11-30|
|45|[offu/WeRoBot](https://github.com/offu/WeRoBot)|WeRoBot 是一个微信公众号开发框架|3973|2022-01-03|
|46|[PyQt5/PyQt](https://github.com/PyQt5/PyQt)|PyQt Examples（PyQt各种测试和例子） PyQt4 PyQt5|3826|2021-12-15|
|47|[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。|3614|2021-10-14|
|48|[TingsongYu/PyTorch_Tutorial](https://github.com/TingsongYu/PyTorch_Tutorial)|《Pytorch模型训练实用教程》中配套代码|3526|2021-12-23|
|49|[phodal/awesome-iot](https://github.com/phodal/awesome-iot)|Awesome IoT. A collaborative list of great resources about IoT Framework, Library, OS, Platform|3484|2022-01-03|
|50|[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|3462|2021-12-22|
|51|[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|3366|2022-01-04|
|52|[huangsam/ultimate-python](https://github.com/huangsam/ultimate-python)|Ultimate Python study guide for newcomers and professionals alike. :snake: :snake: :snake:|3332|2021-12-29|
|53|[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/|3288|2021-12-13|
|54|[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:|3098|2021-12-13|
|55|[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|3082|2021-12-18|
|56|[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.⭐⭐⭐|2993|2021-12-19|
|57|[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|2984|2022-01-01|
|58|[qq547276542/Agriculture_KnowledgeGraph](https://github.com/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|2975|2021-07-15|
|59|[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。|2939|2021-08-18|
|60|[bowenpay/wechat-spider](https://github.com/bowenpay/wechat-spider)|微信公众号爬虫|2894|2021-08-10|
|61|[google-research/albert](https://github.com/google-research/albert)|ALBERT: A Lite BERT for Self-supervised Learning of Language Representations|2848|2021-12-13|
|62|[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|2750|2021-10-21|
|63|[LiyuanLucasLiu/RAdam](https://github.com/LiyuanLucasLiu/RAdam)|On the Variance of the Adaptive Learning Rate and Beyond|2444|2021-07-31|
|64|[iswbm/magic-python](https://github.com/iswbm/magic-python)|Python 黑魔法手册|2379|2021-12-12|
|65|[LyleMi/Learn-Web-Hacking](https://github.com/LyleMi/Learn-Web-Hacking)|Study Notes For Web Hacking / Web安全学习笔记|2367|2022-01-04|
|66|[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|2326|2021-12-12|
|67|[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.|2323|2022-01-04|
|68|[kwai/DouZero](https://github.com/kwai/DouZero)|[ICML 2021] DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning 斗地主AI|2311|2021-12-22|
|69|[BrikerMan/Kashgari](https://github.com/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.|2240|2021-07-09|
|70|[firmai/financial-machine-learning](https://github.com/firmai/financial-machine-learning)|A curated list of practical financial machine learning tools and applications.|2210|2022-01-04|
|71|[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|2203|2021-12-19|
|72|[china-testing/python-api-tesing](https://github.com/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/ |2072|2021-07-16|
|73|[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|1970|2021-12-21|
|74|[ines/spacy-course](https://github.com/ines/spacy-course)|👩🏫 Advanced NLP with spaCy: A free online course|1923|2021-12-30|
|75|[EugeneLiu/translationCSAPP](https://github.com/EugeneLiu/translationCSAPP)|为 CSAPP 视频课程提供字幕，翻译 PPT，Lab。|1794|2021-12-07|
|76|[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/|1793|2021-12-16|
|77|[swaroopch/byte-of-python](https://github.com/swaroopch/byte-of-python)|Beginners book on Python - start here if you don't know programming|1733|2021-11-28|
|78|[open-mmlab/mmselfsup](https://github.com/open-mmlab/mmselfsup)|OpenMMLab Self-Supervised Learning Toolbox and Benchmark|1729|2022-01-03|
|79|[HuberTRoy/leetCode](https://github.com/HuberTRoy/leetCode)|:pencil2: 算法相关知识储备 LeetCode with Python and JavaScript :books:|1717|2021-07-26|
|80|[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…|1696|2021-12-13|
|81|[shenweichen/DeepCTR-Torch](https://github.com/shenweichen/DeepCTR-Torch)|【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.|1676|2021-08-25|
|82|[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|1627|2021-10-12|
|83|[princeton-nlp/SimCSE](https://github.com/princeton-nlp/SimCSE)|EMNLP'2021: SimCSE: Simple Contrastive Learning of Sentence Embeddings|1608|2021-11-26|
|84|[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|1604|2021-12-27|
|85|[iswbm/pycharm-guide](https://github.com/iswbm/pycharm-guide)|PyCharm 中文指南：安装 破解 效率 技巧|1575|2021-12-12|
|86|[conanhujinming/comments-for-awesome-courses](https://github.com/conanhujinming/comments-for-awesome-courses)|名校公开课程评价网|1504|2021-12-18|
|87|[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。|1480|2021-12-23|
|88|[abbeyokgo/PyOne](https://github.com/abbeyokgo/PyOne)|PyOne-一款给力的onedrive文件管理、分享程序|1479|2021-12-27|
|89|[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.|1448|2021-11-23|
|90|[wnma3mz/wechat_articles_spider](https://github.com/wnma3mz/wechat_articles_spider)|微信公众号文章的爬虫|1407|2022-01-03|
|91|[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|1345|2022-01-02|
|92|[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！！！|1333|2021-09-22|
|93|[getpelican/pelican-plugins](https://github.com/getpelican/pelican-plugins)|Collection of plugins for the Pelican static site generator|1333|2021-12-19|
|94|[DasyDong/developer-roadmap](https://github.com/DasyDong/developer-roadmap)|developer-roadmap|1332|2021-12-07|
|95|[D-X-Y/AutoDL-Projects](https://github.com/D-X-Y/AutoDL-Projects)|Automated deep learning algorithms implemented in PyTorch.|1319|2021-10-25|
|96|[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|1311|2021-12-13|
|97|[thuml/Transfer-Learning-Library](https://github.com/thuml/Transfer-Learning-Library)|Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization|1235|2022-01-04|
|98|[PaddlePaddle/PGL](https://github.com/PaddlePaddle/PGL)|Paddle Graph Learning (PGL) is an efficient and flexible graph learning framework based on PaddlePaddle|1186|2021-12-29|
|99|[dongweiming/web_develop](https://github.com/dongweiming/web_develop)|《Python Web开发实战》书中源码|1167|2021-12-05|
|100|[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! |1145|2021-12-22|
|101|[zjunlp/DeepKE](https://github.com/zjunlp/DeepKE)|An Open Toolkit for Knowledge Base Population（DeepKE是一个支持低资源、长篇章的开源知识抽取工具，具备命名实体识别、关系抽取和属性抽取等功能）|1142|2022-01-04|
|102|[dixudx/tumblr-crawler](https://github.com/dixudx/tumblr-crawler)|Easily download all the photos/videos from tumblr blogs. 下载指定的 Tumblr 博客中的图片，视频|1127|2021-08-22|
|103|[PeterH0323/Smart_Construction](https://github.com/PeterH0323/Smart_Construction)|Head Person Helmet Detection on Construction Sites，基于目标检测工地安全帽和禁入危险区域识别系统，🚀😆附 YOLOv5 训练自己的数据集超详细教程🚀😆2021.3新增可视化界面❗❗|1106|2021-09-28|
|104|[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. |1096|2022-01-03|
|105|[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.|1069|2022-01-04|
|106|[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 📝|1065|2021-10-12|
|107|[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|1046|2021-12-14|
|108|[WenRichard/KBQA-BERT](https://github.com/WenRichard/KBQA-BERT)|基于知识图谱的问答系统，BERT做命名实体识别和句子相似度，分为online和outline模式|1037|2021-12-16|
|109|[gxcuizy/Python](https://github.com/gxcuizy/Python)|Python3编写的各种大小程序，包含从零学Python系列、12306抢票、省市区地址库以及系列网站爬虫等学习源码|1026|2021-09-24|
|110|[mtianyan/VueDjangoAntdProBookShop](https://github.com/mtianyan/VueDjangoAntdProBookShop)|Vue前台 + Django3.1 + DjangoRestful Framework + Ant Design Pro V4 开发的二手书商城网站及后台管理|1011|2021-11-03|
|111|[SimmerChan/KG-demo-for-movie](https://github.com/SimmerChan/KG-demo-for-movie)|从无到有构建一个电影知识图谱，并基于该KG，开发一个简易的KBQA程序。|999|2021-10-05|
|112|[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|998|2022-01-01|
|113|[me-shaon/bangla-programming-resources](https://github.com/me-shaon/bangla-programming-resources)|Bangla tutorial, reference and resource list on programming topics|989|2021-11-19|
|114|[yhangf/PythonCrawler](https://github.com/yhangf/PythonCrawler)| :heartpulse:用python编写的爬虫项目集合|980|2022-01-02|
|115|[HaddyYang/django2.0-course](https://github.com/HaddyYang/django2.0-course)|Django2.0视频教程相关代码（杨仕航）|972|2021-09-08|
|116|[datawhalechina/fun-rec](https://github.com/datawhalechina/fun-rec)|本推荐算法教程主要是针对具有机器学习基础并想找推荐算法岗位的同学，教程由推荐算法基础、推荐算法入门赛、新闻推荐项目及推荐算法面经组成，形成了一个完整的从基础到实战再到面试的闭环。|970|2021-12-28|
|117|[alibaba/AliceMind](https://github.com/alibaba/AliceMind)|ALIbaba's Collection of Encoder-decoders from MinD (Machine IntelligeNce of Damo) Lab|957|2021-12-21|
|118|[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|892|2021-11-14|
|119|[Xovee/uestc-course](https://github.com/Xovee/uestc-course)|电子科技大学课程资料共享平台. Course material sharing platform of UESTC.|882|2022-01-01|
|120|[josonle/Coding-Now](https://github.com/josonle/Coding-Now)|学习记录的一些笔记，以及所看得一些电子书eBooks、视频资源和平常收纳的一些自己认为比较好的博客、网站、工具。涉及大数据几大组件、Python机器学习和数据分析、Linux、操作系统、算法、网络等|882|2021-09-08|
|121|[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。|870|2021-10-20|
|122|[Hopetree/izone](https://github.com/Hopetree/izone)|django+bootstrap4 个人博客|866|2021-11-20|
|123|[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.|843|2022-01-04|
|124|[521xueweihan/python](https://github.com/521xueweihan/python)|《笨方法学 Python》（Learn Python the Hard Way）学习笔记|830|2021-07-31|
|125|[zaxlct/imooc-django](https://github.com/zaxlct/imooc-django)|高仿慕课网：py3.5 + Django1.10 + xadmin 搭建的在线课程教育平台|826|2021-09-07|
|126|[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 ...|817|2021-12-13|
|127|[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. |799|2021-09-17|
|128|[stacklens/django_blog_tutorial](https://github.com/stacklens/django_blog_tutorial)|Django搭建博客教程|799|2021-10-22|
|129|[liuhuanyong/CrimeKgAssitant](https://github.com/liuhuanyong/CrimeKgAssitant)|Crime assistant including crime type prediction and crime consult service based on nlp methods and crime kg,罪名法务智能项目,内容包括856项罪名知识图谱, 基于280万罪名训练库的罪名预测,基于20W法务问答对的13类问题分类与法律资讯问答功能.|787|2021-12-15|
|130|[fuergaosi233/gitbook2pdf](https://github.com/fuergaosi233/gitbook2pdf)|Grab the contents of the gitbook document and convert it to pdf|776|2021-12-13|
|131|[CollegesChat/university-information](https://github.com/CollegesChat/university-information)|收集全国各高校招生时不会写明，却会实实在在影响大学生活质量的要求与细节|765|2021-08-25|
|132|[icopy-site/awesome-cn](https://github.com/icopy-site/awesome-cn)|超赞列表合集|757|2022-01-04|
|133|[iswbm/GolangCodingTime](https://github.com/iswbm/GolangCodingTime)|Go编程时光，一个零基础入门 Golang 的教程|755|2021-12-12|
|134|[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|751|2021-10-12|
|135|[hhaAndroid/mmdetection-mini](https://github.com/hhaAndroid/mmdetection-mini)|mmdetection最小学习版|750|2021-11-21|
|136|[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|746|2021-11-19|
|137|[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/|741|2021-12-26|
|138|[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).|737|2022-01-04|
|139|[LingDong-/qiji-font](https://github.com/LingDong-/qiji-font)|齊伋體 - typeface from Ming Dynasty woodblock printed books|725|2021-09-02|
|140|[alibaba/EasyTransfer](https://github.com/alibaba/EasyTransfer)|EasyTransfer is designed to make the development of transfer learning in NLP applications easier.|723|2021-12-31|
|141|[HiLab-git/SSL4MIS](https://github.com/HiLab-git/SSL4MIS)|Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.|702|2022-01-03|
|142|[Python3Spiders/WeiboSuperSpider](https://github.com/Python3Spiders/WeiboSuperSpider)|最强微博爬虫，用户、话题、评论一网打尽。图片下载、情感分析，地理位置、关系网络等功能应有尽有。合集地址：https://mp.weixin.qq.com/mp/appmsgalbum?action=getalbum&album_id=1393531201285226497|700|2021-12-30|
|143|[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 📝|699|2021-10-12|
|144|[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|695|2021-08-25|
|145|[phith0n/mooder](https://github.com/phith0n/mooder)|Mooder是一款开源、安全、简洁、强大的团队内部知识分享平台。|693|2021-08-07|
|146|[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".|678|2021-10-01|
|147|[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|678|2021-10-13|
|148|[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.|669|2021-12-23|
|149|[peiss/ant-learn-pandas](https://github.com/peiss/ant-learn-pandas)|pandas学习课程代码仓库|666|2021-08-25|
|150|[RimoChan/Vtuber_Tutorial](https://github.com/RimoChan/Vtuber_Tutorial)|【教程】从零开始的自制Vtuber！|661|2021-08-13|
|151|[huchunxu/ros_exploring](https://github.com/huchunxu/ros_exploring)|《ROS机器人开发实践》源码|660|2021-09-26|
|152|[Baiyuetribe/kamiFaka](https://github.com/Baiyuetribe/kamiFaka)|一款基于VUE3.0的高颜值卡密发卡系统，特别适合虚拟商品、知识付费等。|651|2021-12-21|
|153|[cnschema/cnSchema](https://github.com/cnschema/cnSchema)|开放中文知识图谱的schema|617|2021-12-15|
|154|[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。|616|2021-12-15|
|155|[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》|610|2021-10-12|
|156|[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|603|2021-12-23|
|157|[pythonzm/Ops](https://github.com/pythonzm/Ops)|基于centos6+python3.6+django2+ansible2.4+celery4.2 运维管理系统，目前实现功能：用户和用户组管理、资产管理、集成ansible2.4、简易堡垒机(主机分配支持rdp以及vnc、用户分配、文件上传下载、配置禁用命令清单、操作录像回放功能)、CI/CD（支持git仓库和svn仓库）、数据库管理（一部分）、celery任务编排、知识库及文件共享|592|2021-09-23|
|158|[kwea123/VTuber_Unity](https://github.com/kwea123/VTuber_Unity)|Use Unity 3D character and Python deep learning algorithms to stream as a VTuber!|584|2021-09-01|
|159|[yl-1993/learn-to-cluster](https://github.com/yl-1993/learn-to-cluster)|Learning to Cluster Faces (CVPR 2019, CVPR 2020)|562|2021-12-27|
|160|[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.|559|2022-01-05|
|161|[dipu-bd/lightnovel-crawler](https://github.com/dipu-bd/lightnovel-crawler)|Generate and download e-books from online sources.|542|2021-12-23|
|162|[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|540|2021-11-02|
|163|[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)|529|2021-12-13|
|164|[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)|523|2021-12-13|
|165|[xiyaowong/spiders](https://github.com/xiyaowong/spiders)|Python爬虫，返回一定格式的信息，下载，使用flask提供简易api。抖音无水印、皮皮虾、快手、网易云音乐、qq音乐、咪咕音乐、荔枝FM音频、知乎视频、最右语音、视频、微博......|517|2021-07-28|
|166|[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|513|2021-10-12|
|167|[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|507|2021-12-02|
|168|[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。|496|2022-01-04|
|169|[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|491|2021-12-13|
|170|[nyu-mll/GLUE-baselines](https://github.com/nyu-mll/GLUE-baselines)|[DEPRECATED] Repo for exploring multi-task learning approaches to learning sentence representations|487|2021-08-03|
|171|[zaxlct/python-django-learning](https://github.com/zaxlct/python-django-learning)|🍺 python 和 diango 学习资料，书籍，文章，以及实战项目等等|479|2021-08-04|
|172|[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|477|2021-08-25|
|173|[Miraclelucy/dive_into_deep_learning](https://github.com/Miraclelucy/dive_into_deep_learning)|✔️李沐 【动手学深度学习】课程学习笔记：使用pycharm编程，基于pytorch框架实现。|476|2021-08-09|
|174|[ysyisyourbrother/SYSU_Notebook](https://github.com/ysyisyourbrother/SYSU_Notebook)|本项目分享了本人在中山大学数据科学与计算机学院计算机科学专业的课程资料、笔记、回忆和整理的期末考试卷、及课程作业。希望对你们有所帮助❤️，如果喜欢记得给个star哦🌟 |475|2021-10-07|
|175|[wusaifei/garbage_classify](https://github.com/wusaifei/garbage_classify)|本文新增添分类，检测，换脸技术等学习教程，各种调参技巧和tricks，卷积结构详细解析可视化，注意力机制代码等详解！本次垃圾分类挑战杯，目的在于构建基于深度学习技术的图像分类模型，实现垃圾图片类别的精准识别，大赛参考深圳垃圾分类标准，按可回收物、厨余垃圾、有害垃圾和其他垃圾四项分类。本项目包含完整的分类网络、数据增强、SVM等各种分类增强策略，后续还会继续更新新的分类技巧。|472|2021-07-16|
|176|[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)|467|2021-12-31|
|177|[hhstore/annotated-py-projects](https://github.com/hhstore/annotated-py-projects)|flask/sanic/asyncio/bottle/webpy 等源码注解合集|465|2021-09-28|
|178|[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。|463|2021-09-07|
|179|[facebookresearch/TaBERT](https://github.com/facebookresearch/TaBERT)|This repository contains source code for the TaBERT model, a pre-trained language model for learning joint representations of natural language utterances and (semi-)structured tables for semantic pars ...|459|2021-08-26|
|180|[HeisenbergEmpire/studynote](https://github.com/HeisenbergEmpire/studynote)|程式與網絡安全學習筆記|458|2022-01-03|
|181|[BLKSerene/Wordless](https://github.com/BLKSerene/Wordless)|An Integrated Corpus Tool With Multilingual Support for the Study of Language, Literature, and Translation|451|2022-01-04|
|182|[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|446|2021-08-24|
|183|[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".|446|2021-09-28|
|184|[yikeke/zh-style-guide](https://github.com/yikeke/zh-style-guide)|An open-source style guide for writing Chinese technical documents: https://zh-style-guide.readthedocs.io|438|2021-09-22|
|185|[xiaotudui/pytorch-tutorial](https://github.com/xiaotudui/pytorch-tutorial)|PyTorch深度学习快速入门教程（绝对通俗易懂！）|430|2021-07-14|
|186|[ramsrigouthamg/Questgen.ai](https://github.com/ramsrigouthamg/Questgen.ai)|Question generation using state-of-the-art Natural Language Processing algorithms|426|2021-09-22|
|187|[RimoChan/yinglish](https://github.com/RimoChan/yinglish)|【yinglish】淫语翻译机！|413|2021-08-27|
|188|[dallaslu/penzai-list](https://github.com/dallaslu/penzai-list)|List of content farm sites like g.penzai.com.|412|2021-12-28|
|189|[G-Security-Team/GSLibrary](https://github.com/G-Security-Team/GSLibrary)|轻量级知识库&POC管理平台|410|2021-10-11|
|190|[HiddenStrawberry/JDPackage](https://github.com/HiddenStrawberry/JDPackage)|跨平台的京东全能工具包 仅供学习使用，技术交流群：108934299|409|2021-12-06|
|191|[google-research/bleurt](https://github.com/google-research/bleurt)|BLEURT is a metric for Natural Language Generation based on transfer learning.|395|2021-10-14|
|192|[gadfly0x/signature_algorithm](https://github.com/gadfly0x/signature_algorithm)|各种App、小程序、网站的请求签名或加密算法。 现已有：自如、小红书、蛋壳公寓、luckin coffee(瑞幸咖啡)、bangkokair(曼谷航空)|391|2021-11-12|
|193|[xuyige/BERT4doc-Classification](https://github.com/xuyige/BERT4doc-Classification)|Code and source for paper ``How to Fine-Tune BERT for Text Classification?``|388|2021-10-19|
|194|[gsoc-cn/gsoc-cn](https://github.com/gsoc-cn/gsoc-cn)|Google Summer of Code 中文相关资料|388|2021-11-23|
|195|[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|374|2021-08-16|
|196|[yuhaqiang123/my-love](https://github.com/yuhaqiang123/my-love)|(都是脑图,建议使用xmind 8 打开)工程师的自我修养 -> 从 linux , 网络，MQ, Rpc, 缓存, 高可用架构，数据库，语言，全方位成长，成为技术大神，优秀的工程师 , readme 包括蚂蚁, 头条, 美团等面试思考( 拿下 offer)|372|2021-08-19|
|197|[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》|371|2022-01-02|
|198|[xzkzdx/weixin-spider](https://github.com/xzkzdx/weixin-spider)|微信公众号爬虫，公众号历史文章，文章评论，文章阅读及在看数据，可视化web页面，可部署于Windows服务器。基于Python3之flask/mysql/redis/mitmproxy/pywin32等实现，高效微信爬虫，微信公众号爬虫，历史文章，文章评论，数据更新。|367|2021-09-20|
|199|[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 ) |367|2021-10-06|
|200|[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)。|365|2021-11-03|