Github-Ranking/Top100/Python.md

[Github Ranking](../README.md)
==========

## Top 100 Stars in Python

| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
| ------- | ------------ | ----- | ----- | -------- | ----------- | ----------- | ----------- |
| 1 | [awesome-python](https://github.com/vinta/awesome-python) | 68579 | 13340 | Python | 456 | A curated list of awesome Python frameworks, libraries, software and resources | 2019-06-12T07:53:53Z |
| 2 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 64506 | 9898 | Python | 88 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2019-06-10T06:10:59Z |
| 3 | [public-apis](https://github.com/public-apis/public-apis) | 58050 | 6078 | Python | 68 | A collective list of free APIs for use in software and web development. | 2019-06-12T23:07:11Z |
| 4 | [models](https://github.com/tensorflow/models) | 53960 | 33490 | Python | 1685 | Models and examples built with TensorFlow | 2019-06-13T01:58:46Z |
| 5 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 51430 | 8936 | Python | 2874 | Command-line program to download videos from YouTube.com and other video sites | 2019-06-13T03:38:24Z |
| 6 | [Python](https://github.com/TheAlgorithms/Python) | 45700 | 13121 | Python | 186 | All Algorithms implemented in Python | 2019-06-12T14:54:32Z |
| 7 | [flask](https://github.com/pallets/flask) | 44690 | 12574 | Python | 29 | The Python micro framework for building web applications. | 2019-06-12T21:10:43Z |
| 8 | [thefuck](https://github.com/nvbn/thefuck) | 44200 | 2205 | Python | 162 | Magnificent app which corrects your previous console command. | 2019-06-04T18:35:47Z |
| 9 | [django](https://github.com/django/django) | 42123 | 18128 | Python | 226 | The Web framework for perfectionists with deadlines. | 2019-06-12T23:41:13Z |
| 10 | [keras](https://github.com/keras-team/keras) | 41890 | 15976 | Python | 2400 | Deep Learning for humans | 2019-06-12T14:41:00Z |
| 11 | [httpie](https://github.com/jakubroztocil/httpie) | 41856 | 2752 | 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 | 2019-05-18T08:28:46Z |
| 12 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 40304 | 10082 | Python | 1 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2019-06-12T19:11:47Z |
| 13 | [requests](https://github.com/kennethreitz/requests) | 38952 | 7112 | Python | 232 | Python HTTP Requests for Humans™ ✨🍰✨ | 2019-06-07T14:26:09Z |
| 14 | [ansible](https://github.com/ansible/ansible) | 37673 | 15760 | Python | 5812 | 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/ | 2019-06-13T05:05:01Z |
| 15 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 35596 | 17378 | Python | 1983 | scikit-learn: machine learning in Python | 2019-06-13T04:30:22Z |
| 16 | [scrapy](https://github.com/scrapy/scrapy) | 33148 | 7817 | Python | 824 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2019-06-13T03:06:26Z |
| 17 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 32513 | 1374 | Python | 72 | 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. | 2019-03-03T04:08:47Z |
| 18 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 30452 | 18549 | Python | 447 | None | 2019-05-19T22:58:33Z |
| 19 | [XX-Net](https://github.com/XX-net/XX-Net) | 27945 | 7569 | Python | 7828 | a web proxy tool | 2019-06-07T13:32:20Z |
| 20 | [certbot](https://github.com/certbot/certbot) | 25197 | 2588 | Python | 700 | 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. | 2019-06-13T00:19:24Z |
| 21 | [you-get](https://github.com/soimort/you-get) | 24897 | 4960 | Python | 316 | :arrow_double_down: Dumb downloader that scrapes the web | 2019-06-11T14:07:57Z |
| 22 | [cpython](https://github.com/python/cpython) | 24844 | 10264 | Python | 951 | The Python programming language | 2019-06-13T05:04:15Z |
| 23 | [face_recognition](https://github.com/ageitgey/face_recognition) | 24715 | 6579 | Python | 327 | The world's simplest facial recognition api for Python and the command line | 2019-06-12T18:05:13Z |
| 24 | [home-assistant](https://github.com/home-assistant/home-assistant) | 24200 | 7045 | Python | 1252 | :house_with_garden: Open source home automation that puts local control and privacy first | 2019-06-13T04:51:59Z |
| 25 | [Algorithm_Interview_Notes-Chinese](https://github.com/imhuay/Algorithm_Interview_Notes-Chinese) | 23830 | 7301 | Python | 26 | 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 | 2019-05-24T08:16:55Z |
| 26 | [100-Days-Of-ML-Code](https://github.com/Avik-Jain/100-Days-Of-ML-Code) | 23558 | 5498 | Python | 41 | 100 Days of ML Coding | 2019-06-08T14:57:19Z |
| 27 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 23113 | 5254 | Python | 75 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2019-05-19T16:02:00Z |
| 28 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 23094 | 2985 | Python | 123 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2019-06-11T04:32:27Z |
| 29 | [tldr](https://github.com/tldr-pages/tldr) | 22653 | 1674 | Python | 77 | :books: Simplified and community-driven man pages | 2019-06-12T21:01:32Z |
| 30 | [sentry](https://github.com/getsentry/sentry) | 21143 | 2413 | Python | 874 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2019-06-13T01:20:53Z |
| 31 | [python-patterns](https://github.com/faif/python-patterns) | 20856 | 4518 | Python | 9 | A collection of design patterns/idioms in Python | 2019-06-04T18:49:48Z |
| 32 | [Detectron](https://github.com/facebookresearch/Detectron) | 20681 | 4426 | Python | 243 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2019-05-31T18:21:06Z |
| 33 | [pandas](https://github.com/pandas-dev/pandas) | 19886 | 7885 | Python | 3019 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2019-06-13T04:19:11Z |
| 34 | [linux-insides](https://github.com/0xAX/linux-insides) | 19784 | 2110 | Python | 24 | A little bit about a linux kernel | 2019-05-30T23:45:08Z |
| 35 | [faceswap](https://github.com/deepfakes/faceswap) | 19241 | 6376 | Python | 12 | Non official project based on original /r/Deepfakes thread. Many thanks to him! | 2019-06-12T21:05:33Z |
| 36 | [YouCompleteMe](https://github.com/Valloric/YouCompleteMe) | 19185 | 2145 | Python | 52 | A code-completion engine for Vim | 2019-06-12T18:21:34Z |
| 37 | [jieba](https://github.com/fxsjy/jieba) | 18918 | 4921 | Python | 477 | 结巴中文分词 | 2019-06-04T03:45:50Z |
| 38 | [tornado](https://github.com/tornadoweb/tornado) | 17861 | 4965 | Python | 160 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed. | 2019-06-12T19:38:23Z |
| 39 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 17298 | 2541 | Python | 42 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2019-05-17T09:22:54Z |
| 40 | [localstack](https://github.com/localstack/localstack) | 17271 | 1196 | Python | 434 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2019-06-12T12:45:40Z |
| 41 | [pipenv](https://github.com/pypa/pipenv) | 17257 | 1274 | Python | 305 |  Python Development Workflow for Humans. | 2019-06-11T20:33:13Z |
| 42 | [gym](https://github.com/openai/gym) | 17032 | 4573 | Python | 170 | A toolkit for developing and comparing reinforcement learning algorithms. | 2019-06-11T11:18:51Z |
| 43 | [ItChat](https://github.com/littlecodersh/ItChat) | 17010 | 3949 | Python | 176 | 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。 | 2019-05-24T03:13:26Z |
| 44 | [cheat.sh](https://github.com/chubin/cheat.sh) | 16534 | 806 | Python | 40 | the only cheat sheet you need | 2019-05-31T19:49:06Z |
| 45 | [compose](https://github.com/docker/compose) | 16372 | 2503 | Python | 479 | Define and run multi-container applications with Docker | 2019-06-09T10:46:48Z |
| 46 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 15752 | 4816 | 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 |
| 47 | [bert](https://github.com/google-research/bert) | 15675 | 3797 | Python | 381 | TensorFlow code and pre-trained models for BERT | 2019-06-11T21:16:26Z |
| 48 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 15293 | 1978 | Python | 261 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2019-06-05T12:28:26Z |
| 49 | [AiLearning](https://github.com/apachecn/AiLearning) | 15174 | 5353 | Python | 24 | AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP | 2019-06-05T02:44:09Z |
| 50 | [algorithms](https://github.com/keon/algorithms) | 15166 | 2823 | Python | 50 | Minimal examples of data structures and algorithms in Python | 2019-05-21T15:58:23Z |
| 51 | [reddit](https://github.com/reddit-archive/reddit) | 15013 | 2755 | Python | 303 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 52 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 14841 | 1036 | Python | 4 | Guide to securing and improving privacy on macOS | 2019-05-21T03:52:04Z |
| 53 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 14776 | 1372 | Python | 15 | A collection of surprising Python snippets and lesser-known features. | 2019-06-10T19:13:56Z |
| 54 | [source-code-pro](https://github.com/adobe-fonts/source-code-pro) | 14649 | 1218 | Python | 37 | Monospaced font family for user interface and coding environments | 2019-06-10T07:39:30Z |
| 55 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 14399 | 4265 | Python | 201 | Web APIs for Django. ⚡️ | 2019-06-11T16:57:04Z |
| 56 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 14392 | 3123 | Python | 49 | Automatic SQL injection and database takeover tool | 2019-06-11T00:11:52Z |
| 57 | [python-fire](https://github.com/google/python-fire) | 14232 | 841 | Python | 58 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2019-06-13T04:03:51Z |
| 58 | [chinese-poetry](https://github.com/chinese-poetry/chinese-poetry) | 13954 | 2437 | Python | 28 | 最全中华古诗词数据库,  唐宋两朝近一万四千古诗人,  接近5.5万首唐诗加26万宋诗.  两宋时期1564位词人，21050首词。   | 2019-06-06T09:28:00Z |
| 59 | [ZeroNet](https://github.com/HelloZeroNet/ZeroNet) | 13912 | 1800 | Python | 582 | ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network | 2019-06-12T00:57:24Z |
| 60 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13906 | 4683 | Python | 25 | 微信《跳一跳》Python 辅助 | 2018-08-03T00:44:49Z |
| 61 | [ipython](https://github.com/ipython/ipython) | 13623 | 3830 | Python | 1188 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2019-06-12T20:02:41Z |
| 62 | [glances](https://github.com/nicolargo/glances) | 13591 | 918 | Python | 112 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2019-06-12T21:15:20Z |
| 63 | [spaCy](https://github.com/explosion/spaCy) | 13560 | 2326 | Python | 158 | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | 2019-06-12T11:38:35Z |
| 64 | [algo](https://github.com/trailofbits/algo) | 13492 | 1183 | Python | 44 | Set up a personal IPSEC VPN in the cloud | 2019-06-10T16:13:02Z |
| 65 | [magenta](https://github.com/tensorflow/magenta) | 13349 | 2625 | Python | 197 | Magenta: Music and Art Generation with Machine Intelligence | 2019-06-07T22:56:25Z |
| 66 | [pyspider](https://github.com/binux/pyspider) | 13233 | 3248 | Python | 236 | A Powerful Spider(Web Crawler) System in Python. | 2019-05-09T15:53:42Z |
| 67 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 13000 | 1420 | Python | 35 | :octocat: 分享 GitHub 上有趣、入门级的开源项目「每月28号更新」 | 2019-06-12T10:18:23Z |
| 68 | [redash](https://github.com/getredash/redash) | 12842 | 2118 | Python | 464 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2019-06-12T18:18:14Z |
| 69 | [hosts](https://github.com/StevenBlack/hosts) | 12836 | 1126 | Python | 52 | 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.  | 2019-06-11T16:16:09Z |
| 70 | [celery](https://github.com/celery/celery) | 12598 | 3290 | Python | 426 | Distributed Task Queue (development branch) | 2019-06-13T03:52:52Z |
| 71 | [airflow](https://github.com/apache/airflow) | 12593 | 4583 | Python | 309 | Apache Airflow | 2019-06-12T23:18:49Z |
| 72 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 12452 | 5493 | Python | 943 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2019-06-13T00:55:10Z |
| 73 | [sanic](https://github.com/huge-success/sanic) | 12219 | 1156 | Python | 70 | Async Python 3.6+ web server/framework \| Build fast. Run fast. | 2019-06-11T08:21:52Z |
| 74 | [TensorFlow-Course](https://github.com/machinelearningmindset/TensorFlow-Course) | 12186 | 2298 | Python | 1 | Simple and ready-to-use tutorials for TensorFlow  | 2019-05-16T05:36:38Z |
| 75 | [bitcoinbook](https://github.com/bitcoinbook/bitcoinbook) | 11875 | 3457 | Python | 90 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2019-05-27T09:05:06Z |
| 76 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 11860 | 3622 | Python | 45 | PyTorch Tutorial for Deep Learning Researchers | 2019-05-12T21:44:06Z |
| 77 | [luigi](https://github.com/spotify/luigi) | 11709 | 1946 | Python | 47 | 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.  | 2019-06-11T08:16:44Z |
| 78 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 11605 | 2072 | Python | 10 | 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. | 2019-06-09T02:21:59Z |
| 79 | [PySnooper](https://github.com/cool-RR/PySnooper) | 11467 | 705 | Python | 10 | Never use print for debugging again | 2019-05-30T06:05:37Z |
| 80 | [Python](https://github.com/geekcomputers/Python) | 11466 | 6450 | Python | 77 | My Python Examples | 2019-05-17T16:45:23Z |
| 81 | [fabric](https://github.com/fabric/fabric) | 11341 | 1719 | Python | 342 | Simple, Pythonic remote execution and deployment. | 2019-06-12T06:32:53Z |
| 82 | [nginx-proxy](https://github.com/jwilder/nginx-proxy) | 10958 | 2033 | Python | 527 | Automated nginx proxy for Docker containers using docker-gen | 2019-05-19T21:49:11Z |
| 83 | [material-theme](https://github.com/equinusocio/material-theme) | 10894 | 786 | Python | 3 | Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino | 2019-05-31T08:01:09Z |
| 84 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 10882 | 1005 | Python | 14 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2019-06-10T03:27:31Z |
| 85 | [black](https://github.com/python/black) | 10832 | 540 | Python | 171 | The uncompromising Python code formatter | 2019-06-10T07:39:46Z |
| 86 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 10759 | 1732 | Python | 16 | 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. | 2019-06-12T10:53:30Z |
| 87 | [awesome-algorithm](https://github.com/apachecn/awesome-algorithm) | 10488 | 2098 | Python | 3 | Lisanaaa 小专栏 | 2019-06-08T07:45:21Z |
| 88 | [powerline](https://github.com/powerline/powerline) | 10420 | 805 | Python | 169 | Powerline is a statusline plugin for vim, and provides statuslines and prompts for several other applications, including zsh, bash, tmux, IPython, Awesome and Qtile. | 2019-06-12T22:27:54Z |
| 89 | [tqdm](https://github.com/tqdm/tqdm) | 10406 | 552 | Python | 209 | A Fast, Extensible Progress Bar for Python and CLI | 2019-06-13T00:57:07Z |
| 90 | [locust](https://github.com/locustio/locust) | 10248 | 1474 | Python | 169 | Scalable user load testing tool written in Python | 2019-06-11T11:09:44Z |
| 91 | [manim](https://github.com/3b1b/manim) | 10247 | 1152 | Python | 71 | Animation engine for explanatory math videos | 2019-06-11T21:03:00Z |
| 92 | [pix2code](https://github.com/tonybeltramelli/pix2code) | 10245 | 1053 | Python | 0 | pix2code: Generating Code from a Graphical User Interface Screenshot | 2019-04-09T23:35:37Z |
| 93 | [salt](https://github.com/saltstack/salt) | 9986 | 4575 | Python | 2612 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:  | 2019-06-13T03:20:42Z |
| 94 | [zulip](https://github.com/zulip/zulip) | 9933 | 3056 | Python | 1347 | Zulip server - powerful open source team chat | 2019-06-13T04:37:02Z |
| 95 | [requests-html](https://github.com/kennethreitz/requests-html) | 9752 | 579 | Python | 56 | Pythonic HTML Parsing for Humans™ | 2019-05-31T17:23:28Z |
| 96 | [autojump](https://github.com/wting/autojump) | 9708 | 479 | Python | 153 | A cd command that learns - easily navigate directories from the command line | 2019-05-31T07:43:20Z |
| 97 | [cookiecutter](https://github.com/audreyr/cookiecutter) | 9668 | 1054 | Python | 239 | A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects. | 2019-06-11T01:53:15Z |
| 98 | [FastPhotoStyle](https://github.com/NVIDIA/FastPhotoStyle) | 9652 | 933 | Python | 38 | Style transfer, deep learning, feature transform | 2019-05-14T09:40:36Z |
| 99 | [bokeh](https://github.com/bokeh/bokeh) | 9557 | 2568 | Python | 398 | Interactive Web Plotting for Python | 2019-06-13T02:56:40Z |
| 100 | [matplotlib](https://github.com/matplotlib/matplotlib) | 9407 | 4234 | Python | 1469 | matplotlib: plotting with Python | 2019-06-12T21:53:27Z |