117 lines
20 KiB
Java
117 lines
20 KiB
Java
<a href="https://github.com/kon9chunkit/GitHub-Chinese-Top-Charts#github中文排行榜">返回目录</a> • <a href="/content/docs/feedback.md">问题反馈</a>
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# 中文总榜 > 资料类 > Python
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<sub>数据更新: 2021-12-22 / 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>
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|#|Repository|Description|Stars|Updated|
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|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.|154871|2021-12-17|
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|2|[jackfrued/Python-100-Days](https://github.com/jackfrued/Python-100-Days)|Python - 100天从新手到大师|113307|2021-12-13|
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|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.|50003|2021-11-26|
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|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。|33006|2021-08-25|
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|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|32344|2021-09-07|
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|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。|29194|2021-12-20|
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|7|[satwikkansal/wtfpython](https://github.com/satwikkansal/wtfpython)|What the f*ck Python? 😱|27779|2021-10-30|
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|8|[0xAX/linux-insides](https://github.com/0xAX/linux-insides)|A little bit about a linux kernel|23975|2021-12-18|
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|9|[keon/algorithms](https://github.com/keon/algorithms)|Minimal examples of data structures and algorithms in Python|20126|2021-12-19|
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|10|[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|20123|2021-11-15|
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|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.|19525|2021-12-07|
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|12|[drduh/macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide)|Guide to securing and improving privacy on macOS|18694|2021-12-03|
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|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. |16946|2021-12-10|
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|14|[charlax/professional-programming](https://github.com/charlax/professional-programming)|A collection of full-stack resources for programmers.|15945|2021-12-20|
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|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|14771|2021-12-11|
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|16|[wangshub/wechat_jump_game](https://github.com/wangshub/wechat_jump_game)|微信《跳一跳》Python 辅助|13880|2021-10-12|
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|17|[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|11981|2021-07-08|
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|18|[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.|11868|2021-12-21|
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|19|[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.|11482|2021-11-07|
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|20|[hindupuravinash/the-gan-zoo](https://github.com/hindupuravinash/the-gan-zoo)|A list of all named GANs!|11475|2021-09-08|
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|21|[waditu/tushare](https://github.com/waditu/tushare)|TuShare is a utility for crawling historical data of China stocks|11296|2021-10-17|
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|22|[Vonng/ddia](https://github.com/Vonng/ddia)|《Designing Data-Intensive Application》DDIA中文翻译|10527|2021-12-21|
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|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.|9901|2021-12-17|
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|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|8931|2021-08-01|
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|25|[coursera-dl/coursera-dl](https://github.com/coursera-dl/coursera-dl)|Script for downloading Coursera.org videos and naming them.|8609|2021-11-17|
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|26|[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 ...|8543|2021-12-11|
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|27|[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|8509|2021-09-13|
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|28|[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|8493|2021-12-21|
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|29|[lauris/awesome-scala](https://github.com/lauris/awesome-scala)|A community driven list of useful Scala libraries, frameworks and software.|8227|2021-10-25|
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|30|[wilsonfreitas/awesome-quant](https://github.com/wilsonfreitas/awesome-quant)|A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)|8215|2021-12-17|
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|31|[Yorko/mlcourse.ai](https://github.com/Yorko/mlcourse.ai)|Open Machine Learning Course|7967|2021-12-21|
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|32|[xinntao/Real-ESRGAN](https://github.com/xinntao/Real-ESRGAN)|Real-ESRGAN aims at developing Practical Algorithms for General Image Restoration.|7916|2021-12-13|
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|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 ...|7614|2021-12-21|
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|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|7360|2021-12-06|
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|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|6590|2021-12-14|
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|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 ...|5989|2021-12-13|
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|37|[microsoft/nlp-recipes](https://github.com/microsoft/nlp-recipes)|Natural Language Processing Best Practices & Examples|5786|2021-09-07|
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|38|[shenweichen/DeepCTR](https://github.com/shenweichen/DeepCTR)|Easy-to-use,Modular and Extendible package of deep-learning based CTR models .|5695|2021-12-20|
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|39|[lining0806/PythonSpiderNotes](https://github.com/lining0806/PythonSpiderNotes)|Python入门网络爬虫之精华版|5634|2021-06-21|
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|40|[lcdevelop/ChatBotCourse](https://github.com/lcdevelop/ChatBotCourse)|自己动手做聊天机器人教程|5250|2021-09-06|
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|41|[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|5222|2021-12-13|
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|42|[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|4912|2021-12-19|
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|43|[akfamily/akshare](https://github.com/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|4344|2021-12-21|
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|44|[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。|4325|2021-12-18|
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|45|[liangliangyy/DjangoBlog](https://github.com/liangliangyy/DjangoBlog)|🍺基于Django的博客系统|4259|2021-12-20|
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|46|[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)|4022|2021-11-30|
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|47|[offu/WeRoBot](https://github.com/offu/WeRoBot)|WeRoBot 是一个微信公众号开发框架|3974|2021-12-20|
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|48|[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|3851|2021-06-02|
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|49|[PyQt5/PyQt](https://github.com/PyQt5/PyQt)|PyQt Examples（PyQt各种测试和例子） PyQt4 PyQt5|3788|2021-12-15|
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|50|[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。|3589|2021-10-14|
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|51|[TingsongYu/PyTorch_Tutorial](https://github.com/TingsongYu/PyTorch_Tutorial)|《Pytorch模型训练实用教程》中配套代码|3499|2021-10-12|
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|52|[phodal/awesome-iot](https://github.com/phodal/awesome-iot)|Awesome IoT. A collaborative list of great resources about IoT Framework, Library, OS, Platform|3463|2021-10-25|
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|53|[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|3425|2021-12-20|
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|54|[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|3343|2021-12-10|
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|55|[huangsam/ultimate-python](https://github.com/huangsam/ultimate-python)|Ultimate Python study guide for newcomers and professionals alike. :snake: :snake: :snake:|3311|2021-11-29|
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|56|[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/|3275|2021-12-13|
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|57|[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:|3077|2021-12-13|
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|58|[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|3012|2021-12-18|
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|59|[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|2968|2021-12-21|
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|60|[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|2960|2021-07-15|
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|61|[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。|2919|2021-08-18|
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|62|[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.⭐⭐⭐|2895|2021-12-19|
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|63|[bowenpay/wechat-spider](https://github.com/bowenpay/wechat-spider)|微信公众号爬虫|2889|2021-08-10|
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|64|[google-research/albert](https://github.com/google-research/albert)|ALBERT: A Lite BERT for Self-supervised Learning of Language Representations|2842|2021-12-13|
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|65|[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|2746|2021-10-21|
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|66|[LiyuanLucasLiu/RAdam](https://github.com/LiyuanLucasLiu/RAdam)|On the Variance of the Adaptive Learning Rate and Beyond|2442|2021-07-31|
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|67|[ownthink/Jiagu](https://github.com/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|2371|2021-06-02|
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|68|[iswbm/magic-python](https://github.com/iswbm/magic-python)|Python 黑魔法手册|2348|2021-12-12|
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|69|[LyleMi/Learn-Web-Hacking](https://github.com/LyleMi/Learn-Web-Hacking)|Study Notes For Web Hacking / Web安全学习笔记|2341|2021-11-29|
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|70|[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.|2310|2021-12-21|
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|71|[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|2299|2021-12-12|
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|72|[kwai/DouZero](https://github.com/kwai/DouZero)|[ICML 2021] DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning 斗地主AI|2285|2021-12-05|
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|73|[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.|2236|2021-07-09|
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|74|[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|2194|2021-12-19|
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|75|[firmai/financial-machine-learning](https://github.com/firmai/financial-machine-learning)|A curated list of practical financial machine learning tools and applications.|2177|2021-12-21|
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|76|[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/ |2069|2021-07-16|
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|77|[ethan-funny/explore-python](https://github.com/ethan-funny/explore-python)|:green_book: The Beauty of Python Programming.|1966|2021-06-17|
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|78|[ines/spacy-course](https://github.com/ines/spacy-course)|👩🏫 Advanced NLP with spaCy: A free online course|1921|2021-12-10|
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|79|[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|1895|2021-12-21|
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|80|[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/|1774|2021-12-16|
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|81|[EugeneLiu/translationCSAPP](https://github.com/EugeneLiu/translationCSAPP)|为 CSAPP 视频课程提供字幕，翻译 PPT，Lab。|1772|2021-12-07|
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|82|[HuberTRoy/leetCode](https://github.com/HuberTRoy/leetCode)|:pencil2: 算法相关知识储备 LeetCode with Python and JavaScript :books:|1714|2021-07-26|
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|83|[swaroopch/byte-of-python](https://github.com/swaroopch/byte-of-python)|Beginners book on Python - start here if you don't know programming|1713|2021-11-28|
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|84|[open-mmlab/mmselfsup](https://github.com/open-mmlab/mmselfsup)|OpenMMLab Self-Supervised Learning Toolbox and Benchmark|1692|2021-12-20|
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|85|[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…|1673|2021-12-13|
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|86|[shenweichen/DeepCTR-Torch](https://github.com/shenweichen/DeepCTR-Torch)|【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.|1649|2021-08-25|
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|87|[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|1619|2021-10-12|
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|88|[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|1587|2021-12-15|
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|89|[princeton-nlp/SimCSE](https://github.com/princeton-nlp/SimCSE)|EMNLP'2021: SimCSE: Simple Contrastive Learning of Sentence Embeddings|1564|2021-11-26|
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|90|[iswbm/pycharm-guide](https://github.com/iswbm/pycharm-guide)|PyCharm 中文指南：安装 破解 效率 技巧|1564|2021-12-12|
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|91|[abbeyokgo/PyOne](https://github.com/abbeyokgo/PyOne)|PyOne-一款给力的onedrive文件管理、分享程序|1477|2021-09-24|
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|92|[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.|1441|2021-11-23|
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|93|[conanhujinming/comments-for-awesome-courses](https://github.com/conanhujinming/comments-for-awesome-courses)|名校公开课程评价网|1429|2021-12-18|
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|94|[msgi/nlp-journey](https://github.com/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 ...|1394|2021-07-05|
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|95|[wnma3mz/wechat_articles_spider](https://github.com/wnma3mz/wechat_articles_spider)|微信公众号文章的爬虫|1389|2021-12-18|
|
||
|96|[getpelican/pelican-plugins](https://github.com/getpelican/pelican-plugins)|Collection of plugins for the Pelican static site generator|1328|2021-12-19|
|
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|97|[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！！！|1324|2021-09-22|
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|98|[D-X-Y/AutoDL-Projects](https://github.com/D-X-Y/AutoDL-Projects)|Automated deep learning algorithms implemented in PyTorch.|1319|2021-10-25|
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|99|[DasyDong/developer-roadmap](https://github.com/DasyDong/developer-roadmap)|developer-roadmap|1314|2021-12-07|
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|100|[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|1290|2021-12-13|
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<div align="center">
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<p><sub>↓ -- 感谢读者 -- ↓</sub></p>
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榜单持续<a href="/content/docs/milestone.md">更新</a>，如有帮助请加星收藏，方便后续浏览，感谢你的支持！
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</div>
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<br/>
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<div align="center"><a href="https://github.com/kon9chunkit/GitHub-Chinese-Top-Charts#github中文排行榜">返回目录</a> • <a href="/content/docs/feedback.md">问题反馈</a></div>
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