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Github Ranking
Top 100 Stars in Python
| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
|---|---|---|---|---|---|---|---|
| 1 | awesome-python | 71174 | 13920 | Python | 481 | A curated list of awesome Python frameworks, libraries, software and resources | 2019-08-13T10:58:15Z |
| 2 | system-design-primer | 70843 | 11190 | Python | 101 | Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards. | 2019-08-13T23:51:21Z |
| 3 | public-apis | 60155 | 6430 | Python | 62 | A collective list of free APIs for use in software and web development. | 2019-08-16T09:26:00Z |
| 4 | models | 56497 | 35385 | Python | 1823 | Models and examples built with TensorFlow | 2019-08-16T03:51:34Z |
| 5 | youtube-dl | 54455 | 9440 | Python | 2940 | Command-line program to download videos from YouTube.com and other video sites | 2019-08-16T07:31:32Z |
| 6 | thefuck | 45923 | 2271 | Python | 171 | Magnificent app which corrects your previous console command. | 2019-08-14T07:08:16Z |
| 7 | flask | 45899 | 12813 | Python | 21 | The Python micro framework for building web applications. | 2019-08-16T02:58:13Z |
| 8 | keras | 43476 | 16547 | Python | 2519 | Deep Learning for humans | 2019-08-15T15:18:37Z |
| 9 | django | 43423 | 18678 | Python | 229 | The Web framework for perfectionists with deadlines. | 2019-08-16T10:04:33Z |
| 10 | httpie | 42671 | 2804 | Python | 165 | As easy as httpie /aitch-tee-tee-pie/ 🥧 Modern command line HTTP client – user-friendly curl alternative with intuitive UI, JSON support, syntax highlighting, wget-like downloads, extensions, etc. https://twitter.com/clihttp | 2019-08-16T08:04:01Z |
| 11 | awesome-machine-learning | 41308 | 10407 | Python | 3 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2019-08-15T17:32:50Z |
| 12 | requests | 39778 | 7234 | Python | 255 | Python HTTP Requests for Humans™ ✨🍰✨ | 2019-08-16T01:47:19Z |
| 13 | ansible | 38885 | 16404 | Python | 6093 | Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy. Avoid writing scripts or custom code to deploy and update your applications — automate in a language that approaches plain English, using SSH, with no agents to install on remote systems. https://docs.ansible.com/ansible/ | 2019-08-16T11:00:18Z |
| 14 | scikit-learn | 36614 | 17963 | Python | 1861 | scikit-learn: machine learning in Python | 2019-08-16T09:17:09Z |
| 15 | scrapy | 33984 | 7963 | Python | 724 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2019-08-15T18:36:17Z |
| 16 | big-list-of-naughty-strings | 32970 | 1412 | Python | 74 | The Big List of Naughty Strings is a list of strings which have a high probability of causing issues when used as user-input data. | 2019-07-07T07:05:31Z |
| 17 | shadowsocks | 31043 | 18923 | Python | 448 | None | 2019-06-14T03:17:23Z |
| 18 | XX-Net | 28455 | 7666 | Python | 7420 | a web proxy tool | 2019-08-11T10:42:32Z |
| 19 | face_recognition | 27099 | 7276 | Python | 359 | The world's simplest facial recognition api for Python and the command line | 2019-08-07T22:10:08Z |
| 20 | you-get | 26466 | 5285 | Python | 319 | ⏬ Dumb downloader that scrapes the web | 2019-08-11T22:03:59Z |
| 21 | cpython | 26069 | 11152 | Python | 1095 | The Python programming language | 2019-08-16T10:41:28Z |
| 22 | Algorithm_Interview_Notes-Chinese | 25843 | 7971 | Python | 27 | 2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记 | 2019-07-23T14:45:28Z |
| 23 | home-assistant | 25827 | 7536 | Python | 904 | 🏡 Open source home automation that puts local control and privacy first | 2019-08-16T11:00:25Z |
| 24 | certbot | 25478 | 2644 | Python | 566 | Certbot is EFF's tool to obtain certs from Let's Encrypt and (optionally) auto-enable HTTPS on your server. It can also act as a client for any other CA that uses the ACME protocol. | 2019-08-16T09:42:53Z |
| 25 | 100-Days-Of-ML-Code | 24955 | 6008 | Python | 45 | 100 Days of ML Coding | 2019-06-08T14:57:19Z |
| 26 | CppCoreGuidelines | 23893 | 3136 | Python | 128 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2019-08-15T18:04:23Z |
| 27 | Deep-Learning-Papers-Reading-Roadmap | 23745 | 5407 | Python | 74 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2019-05-19T16:02:00Z |
| 28 | tldr | 23189 | 1727 | Python | 93 | 📚 Simplified and community-driven man pages | 2019-08-16T09:23:05Z |
| 29 | faceswap | 21798 | 7207 | Python | 14 | Deepfakes Software For All | 2019-08-16T01:07:47Z |
| 30 | sentry | 21794 | 2510 | Python | 918 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2019-08-16T03:06:41Z |
| 31 | python-patterns | 21670 | 4664 | Python | 9 | A collection of design patterns/idioms in Python | 2019-06-04T18:49:48Z |
| 32 | Detectron | 21472 | 4653 | Python | 265 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2019-08-13T17:21:21Z |
| 33 | pandas | 20828 | 8249 | Python | 3174 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2019-08-16T08:43:16Z |
| 34 | linux-insides | 20029 | 2163 | Python | 32 | A little bit about a linux kernel | 2019-08-05T02:34:11Z |
| 35 | jieba | 19740 | 5087 | Python | 486 | 结巴中文分词 | 2019-07-20T06:48:03Z |
| 36 | YouCompleteMe | 19578 | 2224 | Python | 60 | A code-completion engine for Vim | 2019-08-11T22:15:56Z |
| 37 | localstack | 18444 | 1304 | Python | 453 | 💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2019-08-16T10:20:41Z |
| 38 | ItChat | 18309 | 4231 | Python | 200 | A complete and graceful API for Wechat. 微信个人号接口、微信机器人及命令行微信，三十行即可自定义个人号机器人。 | 2019-08-15T07:37:39Z |
| 39 | tornado | 18149 | 5030 | Python | 173 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed. | 2019-08-12T14:29:20Z |
| 40 | AiLearning | 18123 | 6430 | Python | 28 | AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP | 2019-08-08T03:24:47Z |
| 41 | pipenv | 18004 | 1329 | Python | 285 | Python Development Workflow for Humans. | 2019-08-16T05:51:46Z |
| 42 | interactive-coding-challenges | 17846 | 2658 | Python | 44 | 120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards. | 2019-08-14T18:16:00Z |
| 43 | gym | 17794 | 4845 | Python | 172 | A toolkit for developing and comparing reinforcement learning algorithms. | 2019-08-14T17:28:51Z |
| 44 | interview_internal_reference | 17534 | 4740 | Python | 8 | 2019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。 | 2019-08-12T02:37:14Z |
| 45 | bert | 17446 | 4471 | Python | 466 | TensorFlow code and pre-trained models for BERT | 2019-08-16T03:35:13Z |
| 46 | cheat.sh | 17205 | 820 | Python | 43 | the only cheat sheet you need | 2019-08-10T08:15:17Z |
| 47 | compose | 17036 | 2640 | Python | 525 | Define and run multi-container applications with Docker | 2019-08-15T10:41:33Z |
| 48 | data-science-ipython-notebooks | 16188 | 4977 | Python | 8 | Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines. | 2019-04-10T10:46:55Z |
| 49 | mitmproxy | 15972 | 2052 | Python | 282 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2019-08-16T02:05:20Z |
| 50 | algorithms | 15619 | 2973 | Python | 55 | Minimal examples of data structures and algorithms in Python | 2019-08-14T21:18:05Z |
| 51 | wtfpython | 15596 | 1495 | Python | 18 | A collection of surprising Python snippets and lesser-known features. | 2019-08-04T07:26:25Z |
| 52 | django-rest-framework | 15078 | 4422 | Python | 187 | Web APIs for Django. ⚡️ | 2019-08-16T07:03:38Z |
| 53 | 15064 | 2766 | Python | 304 | historical code from reddit.com | 2017-10-17T19:57:07Z | |
| 54 | macOS-Security-and-Privacy-Guide | 15059 | 1057 | Python | 4 | Guide to securing and improving privacy on macOS | 2019-05-21T03:52:04Z |
| 55 | HelloGitHub | 14971 | 1657 | Python | 31 | :octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目 | 2019-08-15T10:44:57Z |
| 56 | sqlmap | 14878 | 3247 | Python | 42 | Automatic SQL injection and database takeover tool | 2019-08-16T08:28:24Z |
| 57 | python-fire | 14794 | 884 | Python | 48 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2019-08-08T19:10:00Z |
| 58 | ZeroNet | 14402 | 1855 | Python | 594 | ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network | 2019-08-15T01:19:33Z |
| 59 | spaCy | 14198 | 2466 | Python | 191 | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | 2019-08-16T10:56:06Z |
| 60 | algo | 14098 | 1238 | Python | 43 | Set up a personal VPN in the cloud | 2019-08-16T10:01:42Z |
| 61 | glances | 13974 | 953 | Python | 119 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2019-08-14T09:46:36Z |
| 62 | wechat_jump_game | 13923 | 4681 | Python | 25 | 微信《跳一跳》Python 辅助 | 2018-08-03T00:44:49Z |
| 63 | magenta | 13726 | 2736 | Python | 209 | Magenta: Music and Art Generation with Machine Intelligence | 2019-08-14T14:57:11Z |
| 64 | ipython | 13715 | 3861 | Python | 1199 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2019-08-14T21:26:36Z |
| 65 | Mask_RCNN | 13530 | 6065 | Python | 1042 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2019-08-13T04:23:48Z |
| 66 | pyspider | 13530 | 3318 | Python | 242 | A Powerful Spider(Web Crawler) System in Python. | 2019-07-17T09:46:43Z |
| 67 | airflow | 13508 | 4980 | Python | 342 | Apache Airflow | 2019-08-16T10:21:19Z |
| 68 | redash | 13507 | 2269 | Python | 441 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2019-08-15T19:16:06Z |
| 69 | hosts | 13234 | 1170 | Python | 54 | Extending and consolidating hosts files from several well-curated sources like adaway.org, mvps.org, malwaredomainlist.com, someonewhocares.org, and potentially others. You can optionally invoke extensions to block additional sites by category. | 2019-08-14T19:49:13Z |
| 70 | celery | 13168 | 3368 | Python | 338 | Distributed Task Queue (development branch) | 2019-08-14T17:04:21Z |
| 71 | TensorFlow-Course | 12944 | 2533 | Python | 1 | Simple and ready-to-use tutorials for TensorFlow | 2019-05-16T05:36:38Z |
| 72 | pytorch-tutorial | 12885 | 4005 | Python | 50 | PyTorch Tutorial for Deep Learning Researchers | 2019-07-12T13:02:07Z |
| 73 | sanic | 12597 | 1183 | Python | 50 | Async Python 3.6+ web server/framework | Build fast. Run fast. | 2019-08-14T21:08:38Z |
| 74 | manim | 12543 | 1432 | Python | 91 | Animation engine for explanatory math videos | 2019-08-16T07:58:59Z |
| 75 | PySnooper | 12385 | 761 | Python | 16 | Never use print for debugging again | 2019-08-10T11:20:40Z |
| 76 | Python | 12314 | 6763 | Python | 84 | My Python Examples | 2019-08-16T01:32:17Z |
| 77 | bitcoinbook | 12170 | 3539 | Python | 79 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2019-07-24T16:35:41Z |
| 78 | luigi | 12070 | 1987 | Python | 46 | Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in. | 2019-08-16T03:02:11Z |
| 79 | black | 12063 | 623 | Python | 204 | The uncompromising Python code formatter | 2019-08-14T11:28:39Z |
| 80 | ML-From-Scratch | 11862 | 2174 | Python | 12 | Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning. | 2019-07-11T16:20:06Z |
| 81 | funNLP | 11590 | 3339 | Python | 1 | 中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌词库、汽车零件词库、连续英文切割、各种中文词向量、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、历史名人词库、诗词词库、医学词库、饮食词库、法律词库、汽车词库、动物词库、中文聊天语料、中文谣言数据、百度中文问答数据集、句子相似度匹配算法集合、bert资源、文本生成&摘要相关工具、cocoNLP信息抽取工具、国内电话号码正则匹配、清华大学XLORE:中英文跨语言百科知识图谱、清华大学人工智能技术系列报告、自然语言生成、NLU太难了系列、自动对联数据及机器人、用户名黑名单列表、罪名法务名词及分类模型、微信公众号语料、cs224n深度学习自然语言处理课程、中文手写汉字识别、中文自然语言处理 语料/数据集、变量命名神器、分词语料库+代码、任务型对话英文数据集、ASR 语音数据集 + 基于深度学习的中文语音识别系统、笑声检测器、Microsoft多语言数字/单位/如日期时间识别包、中华新华字典数据库及api(包括常用歇后语、成语、词语和汉字)、文档图谱自动生成、SpaCy 中文模型、Common Voice语音识别数据集新版、神经网络关系抽取、基于bert的命名实体识别、关键词(Keyphrase)抽取包pke、基于医疗领域知识图谱的问答系统、基于依存句法与语义角色标注的事件三元组抽取、依存句法分析4万句高质量标注数据、cnocr：用来做中文OCR的Python3包、中文人物关系知识图谱项目、中文nlp竞赛项目及代码汇总、中文字符数据、speech-aligner: 从“人声语音”及其“语言文本”产生音素级别时间对齐标注的工具、AmpliGraph: 知识图谱表示学习(Python)库：知识图谱概念链接预测、Scattertext 文本可视化(python)、语言/知识表示工具：BERT & ERNIE、中文对比英文自然语言处理NLP的区别综述、Synonyms中文近义词工具包、HarvestText领域自适应文本挖掘工具（新词发现-情感分析-实体链接等）、word2word：(Python)方便易用的多语言词-词对集：62种语言/3,564个多语言对、语音识别语料生成工具：从具有音频/字幕的在线视频创建自动语音识别(ASR)语料库、构建医疗实体识别的模型（包含词典和语料标注）、单文档非监督的关键词抽取、Kashgari中使用gpt-2语言模型、开源的金融投资数据提取工具、文本自动摘要库TextTeaser: 仅支持英文、人民日报语料处理工具集、一些关于自然语言的基本模型、基于14W歌曲知识库的问答尝试--功能包括歌词接龙and已知歌词找歌曲以及歌曲歌手歌词三角关系的问答、基于Siamese bilstm模型的相似句子判定模型并提供训练数据集和测试数据集、用Transformer编解码模型实现的根据Hacker News文章标题自动生成评论、用BERT进行序列标记和文本分类的模板代码、LitBank：NLP数据集——支持自然语言处理和计算人文学科任务的100部带标记英文小说语料、百度开源的基准信息抽取系统、虚假新闻数据集、Facebook: LAMA语言模型分析，提供Transformer-XL/BERT/ELMo/GPT预训练语言模型的统一访问接口、CommonsenseQA：面向常识的英文QA挑战、中文知识图谱资料、数据及工具、各大公司内部里大牛分享的技术文档 PDF 或者 PPT、自然语言生成SQL语句（英文）、中文NLP数据增强（EDA）工具、英文NLP数据增强工具 、基于医药知识图谱的智能问答系统、京东商品知识图谱、基于mongodb存储的军事领域知识图谱问答项目、基于远监督的中文关系抽取、语音情感分析、中文ULMFiT-情感分析-文本分类-语料及模型、一个拍照做题程序、世界各国大规模人名库、一个利用有趣中文语料库 qingyun 训练出来的中文聊天机器人、中文聊天机器人seqGAN、省市区镇行政区划数据带拼音标注、教育行业新闻语料库包含自动文摘功能、开放了对话机器人-知识图谱-语义理解-自然语言处理工具及数据、中文知识图谱：基于百度百科中文页面-抽取三元组信息-构建中文知识图谱、masr: 中文语音识别-提供预训练模型-高识别率、Python音频数据增广库、中文全词覆盖BERT及两份阅读理解数据、ConvLab：开源多域端到端对话系统平台、中文自然语言处理数据集、基于最新版本rasa搭建的对话系统、基于TensorFlow和BERT的管道式实体及关系抽取、一个小型的证券知识图谱/知识库、复盘所有NLP比赛的TOP方案、OpenCLaP：多领域开源中文预训练语言模型仓库、中文自然语言处理向量合集、基于金融-司法领域(兼有闲聊性质)的聊天机器人、g2pC：基于上下文的汉语读音自动标记模块、Zincbase 知识图谱构建工具包、诗歌质量评价/细粒度情感诗歌语料库。 | 2019-08-03T11:58:39Z |
| 82 | NLP-progress | 11583 | 1929 | Python | 20 | 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. | 2019-08-15T07:20:38Z |
| 83 | fabric | 11566 | 1741 | Python | 352 | Simple, Pythonic remote execution and deployment. | 2019-08-13T04:29:17Z |
| 84 | Awesome-Linux-Software | 11435 | 1075 | Python | 10 | A list of awesome applications, software, tools and other materials for Linux distros. | 2019-08-14T04:45:59Z |
| 85 | nginx-proxy | 11382 | 2111 | Python | 544 | Automated nginx proxy for Docker containers using docker-gen | 2019-08-08T14:26:12Z |
| 86 | bokeh | 11230 | 2824 | Python | 421 | Interactive Data Visualization in the browser, from Python | 2019-08-16T02:29:00Z |
| 87 | tqdm | 11192 | 591 | Python | 215 | A Fast, Extensible Progress Bar for Python and CLI | 2019-08-14T08:50:49Z |
| 88 | material-theme | 10953 | 789 | Python | 5 | Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino | 2019-08-09T15:23:01Z |
| 89 | d2l-zh | 10916 | 2818 | Python | 5 | 《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论（STAT 157）”教材。 | 2019-08-14T19:11:30Z |
| 90 | pytorch-transformers | 10838 | 2664 | Python | 203 | 👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP) | 2019-08-16T04:22:51Z |
| 91 | locust | 10701 | 1544 | Python | 186 | Scalable user load testing tool written in Python | 2019-08-06T23:53:02Z |
| 92 | powerline | 10621 | 820 | Python | 175 | Powerline is a statusline plugin for vim, and provides statuslines and prompts for several other applications, including zsh, bash, tmux, IPython, Awesome and Qtile. | 2019-07-05T11:31:33Z |
| 93 | awesome-algorithm | 10498 | 2154 | Python | 2 | 项目永久冻结，迁移至新地址： | 2019-07-17T07:48:02Z |
| 94 | pix2code | 10378 | 1073 | Python | 0 | pix2code: Generating Code from a Graphical User Interface Screenshot | 2019-04-09T23:35:37Z |
| 95 | zulip | 10290 | 3155 | Python | 1348 | Zulip server - powerful open source team chat | 2019-08-16T10:13:05Z |
| 96 | salt | 10175 | 4617 | Python | 2722 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here: | 2019-08-16T10:33:07Z |
| 97 | requests-html | 10077 | 622 | Python | 68 | Pythonic HTML Parsing for Humans™ | 2019-08-11T03:04:11Z |
| 98 | cookiecutter | 10055 | 1111 | Python | 209 | A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects. | 2019-08-15T15:17:24Z |
| 99 | autojump | 9976 | 493 | Python | 156 | A cd command that learns - easily navigate directories from the command line | 2019-07-27T10:21:28Z |
| 100 | matplotlib | 9869 | 4402 | Python | 1482 | matplotlib: plotting with Python | 2019-08-16T10:47:17Z |