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) | 68299 | 13280 | Python | 454 | A curated list of awesome Python frameworks, libraries, software and resources | 2019-06-04T22:11:48Z |
| 2 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 64177 | 9807 | Python | 86 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2019-06-04T08:35:27Z |
| 3 | [models](https://github.com/tensorflow/models) | 53693 | 33308 | Python | 1681 | Models and examples built with TensorFlow | 2019-06-06T02:52:52Z |
| 4 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 51208 | 8880 | Python | 2862 | Command-line program to download videos from YouTube.com and other video sites | 2019-06-05T14:55:20Z |
| 5 | [Python](https://github.com/TheAlgorithms/Python) | 44854 | 12851 | Python | 183 | All Algorithms implemented in Python | 2019-06-05T20:10:04Z |
| 6 | [flask](https://github.com/pallets/flask) | 44542 | 12525 | Python | 31 | The Python micro framework for building web applications. | 2019-06-02T17:47:23Z |
| 7 | [thefuck](https://github.com/nvbn/thefuck) | 44064 | 2199 | Python | 163 | Magnificent app which corrects your previous console command. | 2019-06-04T18:35:47Z |
| 8 | [django](https://github.com/django/django) | 41993 | 18058 | Python | 230 | The Web framework for perfectionists with deadlines. | 2019-06-05T18:57:09Z |
| 9 | [httpie](https://github.com/jakubroztocil/httpie) | 41773 | 2742 | 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 |
| 10 | [keras](https://github.com/keras-team/keras) | 41687 | 15908 | Python | 2383 | Deep Learning for humans | 2019-06-05T16:05:12Z |
| 11 | [requests](https://github.com/kennethreitz/requests) | 38871 | 7105 | Python | 231 | Python HTTP Requests for Humans™ ✨🍰✨ | 2019-06-05T23:08:46Z |
| 12 | [ansible](https://github.com/ansible/ansible) | 37542 | 15670 | Python | 5750 | 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/ | 2019-06-06T03:54:06Z |
| 13 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 32497 | 1376 | 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 |
| 14 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 30338 | 18466 | Python | 447 | None | 2019-05-19T22:58:33Z |
| 15 | [XX-Net](https://github.com/XX-net/XX-Net) | 27826 | 7550 | Python | 7820 | a web proxy tool | 2019-03-24T15:34:44Z |
| 16 | [certbot](https://github.com/certbot/certbot) | 25151 | 2578 | Python | 753 | 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. | 2019-06-05T21:51:22Z |
| 17 | [you-get](https://github.com/soimort/you-get) | 24773 | 4935 | Python | 316 | :arrow_double_down: Dumb downloader that scrapes the web | 2019-06-04T12:06:05Z |
| 18 | [cpython](https://github.com/python/cpython) | 24702 | 10183 | Python | 924 | The Python programming language | 2019-06-06T03:35:54Z |
| 19 | [face_recognition](https://github.com/ageitgey/face_recognition) | 24570 | 6518 | Python | 322 | The world's simplest facial recognition api for Python and the command line | 2019-06-05T15:29:55Z |
| 20 | [home-assistant](https://github.com/home-assistant/home-assistant) | 24069 | 7000 | Python | 1243 | :house_with_garden: Open source home automation that puts local control and privacy first | 2019-06-06T03:50:50Z |
| 21 | [Algorithm_Interview_Notes-Chinese](https://github.com/imhuay/Algorithm_Interview_Notes-Chinese) | 23701 | 7245 | 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 |
| 22 | [100-Days-Of-ML-Code](https://github.com/Avik-Jain/100-Days-Of-ML-Code) | 23452 | 5432 | Python | 41 | 100 Days of ML Coding | 2019-05-10T03:53:21Z |
| 23 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 23029 | 5240 | Python | 74 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2019-05-19T16:02:00Z |
| 24 | [sentry](https://github.com/getsentry/sentry) | 21079 | 2407 | Python | 884 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2019-06-06T02:21:07Z |
| 25 | [Detectron](https://github.com/facebookresearch/Detectron) | 20598 | 4405 | Python | 238 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2019-05-31T18:21:06Z |
| 26 | [pandas](https://github.com/pandas-dev/pandas) | 19806 | 7850 | Python | 3025 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2019-06-06T03:49:54Z |
| 27 | [linux-insides](https://github.com/0xAX/linux-insides) | 19752 | 2107 | Python | 23 | A little bit about a linux kernel | 2019-05-30T23:45:08Z |
| 28 | [YouCompleteMe](https://github.com/Valloric/YouCompleteMe) | 19150 | 2141 | Python | 50 | A code-completion engine for Vim | 2019-06-02T14:31:02Z |
| 29 | [jieba](https://github.com/fxsjy/jieba) | 18835 | 4898 | Python | 474 | 结巴中文分词 | 2019-06-04T03:45:50Z |
| 30 | [tornado](https://github.com/tornadoweb/tornado) | 17828 | 4958 | Python | 156 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed. | 2019-06-03T16:59:54Z |
| 31 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 17239 | 2532 | Python | 42 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2019-05-17T09:22:54Z |
| 32 | [pipenv](https://github.com/pypa/pipenv) | 17180 | 1262 | Python | 301 |  Python Development Workflow for Humans. | 2019-06-05T06:09:49Z |
| 33 | [localstack](https://github.com/localstack/localstack) | 17148 | 1190 | Python | 430 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2019-06-05T20:18:32Z |
| 34 | [gym](https://github.com/openai/gym) | 16956 | 4549 | Python | 172 | A toolkit for developing and comparing reinforcement learning algorithms. | 2019-06-06T01:57:16Z |
| 35 | [ItChat](https://github.com/littlecodersh/ItChat) | 16621 | 3897 | Python | 174 | 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 |
| 36 | [cheat.sh](https://github.com/chubin/cheat.sh) | 16483 | 803 | Python | 40 | the only cheat sheet you need | 2019-05-31T19:49:06Z |
| 37 | [compose](https://github.com/docker/compose) | 16314 | 2497 | Python | 475 | Define and run multi-container applications with Docker | 2019-06-02T14:21:49Z |
| 38 | [bert](https://github.com/google-research/bert) | 15466 | 3727 | Python | 373 | TensorFlow code and pre-trained models for BERT | 2019-06-05T20:09:52Z |
| 39 | [algorithms](https://github.com/keon/algorithms) | 15119 | 2810 | Python | 50 | Minimal examples of data structures and algorithms in Python | 2019-05-21T15:58:23Z |
| 40 | [reddit](https://github.com/reddit-archive/reddit) | 15008 | 2759 | Python | 303 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 41 | [AiLearning](https://github.com/apachecn/AiLearning) | 14883 | 5249 | Python | 23 | 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 |
| 42 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 14826 | 1033 | Python | 3 | Guide to securing and improving privacy on macOS | 2019-05-21T03:52:04Z |
| 43 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 14717 | 1365 | Python | 27 | A collection of surprising Python snippets and lesser-known features. | 2019-05-28T07:05:11Z |
| 44 | [source-code-pro](https://github.com/adobe-fonts/source-code-pro) | 14624 | 1218 | Python | 37 | Monospaced font family for user interface and coding environments | 2019-04-23T18:57:53Z |
| 45 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 14348 | 3106 | Python | 44 | Automatic SQL injection and database takeover tool | 2019-06-05T12:23:36Z |
| 46 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 14325 | 4240 | Python | 206 | Web APIs for Django. ⚡️ | 2019-06-06T00:51:51Z |
| 47 | [python-fire](https://github.com/google/python-fire) | 14190 | 836 | Python | 59 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2019-05-24T17:09:52Z |
| 48 | [chinese-poetry](https://github.com/chinese-poetry/chinese-poetry) | 13905 | 2420 | 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。   | 2019-05-22T01:28:37Z |
| 49 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13903 | 4680 | Python | 25 | 微信《跳一跳》Python 辅助 | 2018-08-03T00:44:49Z |
| 50 | [ZeroNet](https://github.com/HelloZeroNet/ZeroNet) | 13881 | 1797 | Python | 582 | ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network | 2019-06-06T01:17:48Z |
| 51 | [ipython](https://github.com/ipython/ipython) | 13609 | 3819 | Python | 1188 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2019-06-04T08:56:34Z |
| 52 | [glances](https://github.com/nicolargo/glances) | 13559 | 916 | Python | 112 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2019-05-31T14:36:30Z |
| 53 | [spaCy](https://github.com/explosion/spaCy) | 13508 | 2309 | Python | 148 | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | 2019-06-04T09:15:56Z |
| 54 | [algo](https://github.com/trailofbits/algo) | 13418 | 1179 | Python | 45 | Set up a personal IPSEC VPN in the cloud | 2019-06-06T02:27:01Z |
| 55 | [magenta](https://github.com/tensorflow/magenta) | 13313 | 2613 | Python | 198 | Magenta: Music and Art Generation with Machine Intelligence | 2019-06-06T00:04:14Z |
| 56 | [pyspider](https://github.com/binux/pyspider) | 13214 | 3243 | Python | 237 | A Powerful Spider(Web Crawler) System in Python. | 2019-05-09T15:53:42Z |
| 57 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 12898 | 1409 | Python | 30 | :octocat: 一个分享 GitHub 上有趣、入门级的开源项目。让你找到编程的乐趣，欢迎推荐、自荐项目「每月28号更新」 | 2019-05-31T03:58:40Z |
| 58 | [redash](https://github.com/getredash/redash) | 12760 | 2107 | Python | 473 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2019-06-05T18:15:04Z |
| 59 | [hosts](https://github.com/StevenBlack/hosts) | 12718 | 1120 | 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.  | 2019-06-05T21:02:30Z |
| 60 | [celery](https://github.com/celery/celery) | 12546 | 3274 | Python | 429 | Distributed Task Queue (development branch) | 2019-06-05T17:54:07Z |
| 61 | [airflow](https://github.com/apache/airflow) | 12504 | 4540 | Python | 317 | Apache Airflow | 2019-06-06T03:17:30Z |
| 62 | [sanic](https://github.com/huge-success/sanic) | 12170 | 1149 | Python | 72 | Async Python 3.6+ web server/framework \| Build fast. Run fast. | 2019-06-04T17:37:17Z |
| 63 | [TensorFlow-Course](https://github.com/machinelearningmindset/TensorFlow-Course) | 12083 | 2271 | Python | 1 | Simple and ready-to-use tutorials for TensorFlow  | 2019-05-16T05:36:38Z |
| 64 | [bitcoinbook](https://github.com/bitcoinbook/bitcoinbook) | 11852 | 3446 | Python | 90 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2019-05-27T09:05:06Z |
| 65 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 11771 | 3584 | Python | 45 | PyTorch Tutorial for Deep Learning Researchers | 2019-05-12T21:44:06Z |
| 66 | [luigi](https://github.com/spotify/luigi) | 11671 | 1941 | Python | 52 | 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.  | 2019-06-03T13:49:27Z |
| 67 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 11572 | 2055 | 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 data mining to deep learning. | 2019-05-08T10:48:49Z |
| 68 | [Python](https://github.com/geekcomputers/Python) | 11410 | 6427 | Python | 76 | My Python Examples | 2019-05-17T16:45:23Z |
| 69 | [fabric](https://github.com/fabric/fabric) | 11327 | 1719 | Python | 341 | Simple, Pythonic remote execution and deployment. | 2019-05-10T06:00:40Z |
| 70 | [PySnooper](https://github.com/cool-RR/PySnooper) | 11269 | 685 | Python | 10 | Never use print for debugging again | 2019-05-30T06:05:37Z |
| 71 | [material-theme](https://github.com/equinusocio/material-theme) | 10895 | 786 | Python | 3 | Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino | 2019-05-31T08:01:09Z |
| 72 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 10860 | 1002 | Python | 15 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2019-05-30T16:09:20Z |
| 73 | [black](https://github.com/python/black) | 10696 | 528 | Python | 167 | The uncompromising Python code formatter | 2019-05-31T19:53:46Z |
| 74 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 10674 | 1712 | 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. | 2019-06-03T15:17:28Z |
| 75 | [awesome-algorithm](https://github.com/apachecn/awesome-algorithm) | 10435 | 2091 | Python | 3 | 刷题训练指南 | 2019-06-05T08:13:56Z |
| 76 | [powerline](https://github.com/powerline/powerline) | 10398 | 804 | Python | 166 | Powerline is a statusline plugin for vim, and provides statuslines and prompts for several other applications, including zsh, bash, tmux, IPython, Awesome and Qtile. | 2019-05-18T07:28:20Z |
| 77 | [pix2code](https://github.com/tonybeltramelli/pix2code) | 10232 | 1045 | Python | 0 | pix2code: Generating Code from a Graphical User Interface Screenshot | 2019-04-09T23:35:37Z |
| 78 | [locust](https://github.com/locustio/locust) | 10206 | 1467 | Python | 168 | Scalable user load testing tool written in Python | 2019-05-31T12:22:00Z |
| 79 | [manim](https://github.com/3b1b/manim) | 10115 | 1135 | Python | 66 | Animation engine for explanatory math videos | 2019-06-05T04:12:03Z |
| 80 | [salt](https://github.com/saltstack/salt) | 9966 | 4573 | Python | 2620 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:  | 2019-06-05T22:57:12Z |
| 81 | [zulip](https://github.com/zulip/zulip) | 9896 | 3045 | Python | 1331 | Zulip server - powerful open source team chat | 2019-06-06T00:56:27Z |
| 82 | [requests-html](https://github.com/kennethreitz/requests-html) | 9728 | 581 | Python | 54 | Pythonic HTML Parsing for Humans™ | 2019-05-31T17:23:28Z |
| 83 | [autojump](https://github.com/wting/autojump) | 9673 | 479 | Python | 153 | A cd command that learns - easily navigate directories from the command line | 2019-05-31T07:43:20Z |
| 84 | [FastPhotoStyle](https://github.com/NVIDIA/FastPhotoStyle) | 9638 | 931 | Python | 36 | Style transfer, deep learning, feature transform | 2019-05-14T09:40:36Z |
| 85 | [cookiecutter](https://github.com/audreyr/cookiecutter) | 9622 | 1049 | Python | 236 | A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects. | 2019-06-03T16:41:34Z |
| 86 | [matplotlib](https://github.com/matplotlib/matplotlib) | 9363 | 4220 | Python | 1465 | matplotlib: plotting with Python | 2019-06-06T03:35:21Z |
| 87 | [kivy](https://github.com/kivy/kivy) | 9349 | 2094 | Python | 626 | Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS | 2019-06-06T00:05:02Z |
| 88 | [neural-networks-and-deep-learning](https://github.com/mnielsen/neural-networks-and-deep-learning) | 9334 | 4568 | Python | 6 | Code samples for my book "Neural Networks and Deep Learning" | 2019-05-09T10:58:46Z |
| 89 | [gensim](https://github.com/RaRe-Technologies/gensim) | 9316 | 3407 | Python | 231 | Topic Modelling for Humans | 2019-06-03T06:08:12Z |
| 90 | [yapf](https://github.com/google/yapf) | 9292 | 635 | Python | 232 | A formatter for Python files | 2019-06-01T07:57:50Z |
| 91 | [Zappa](https://github.com/Miserlou/Zappa) | 9233 | 1002 | Python | 556 | Serverless Python | 2019-05-16T21:23:04Z |
| 92 | [neural-doodle](https://github.com/alexjc/neural-doodle) | 9127 | 816 | Python | 48 | Turn your two-bit doodles into fine artworks with deep neural networks, generate seamless textures from photos, transfer style from one image to another, perform example-based upscaling, but wait... there's more! (An implementation of Semantic Style Transfer.) | 2019-04-11T05:05:51Z |
| 93 | [tflearn](https://github.com/tflearn/tflearn) | 9118 | 2307 | Python | 554 | Deep learning library featuring a higher-level API for TensorFlow. | 2019-04-12T10:05:38Z |
| 94 | [sshuttle](https://github.com/apenwarr/sshuttle) | 9008 | 668 | Python | 22 | Wrong project!  You should head over to http://github.com/sshuttle/sshuttle | 2018-02-15T13:16:12Z |
| 95 | [game-programmer](https://github.com/miloyip/game-programmer) | 8995 | 1077 | Python | 17 | A Study Path for Game Programmer | 2019-04-30T01:30:36Z |
| 96 | [inter](https://github.com/rsms/inter) | 8930 | 173 | Python | 19 | The Inter font family | 2019-06-03T17:26:31Z |
| 97 | [RocAlphaGo](https://github.com/Rochester-NRT/RocAlphaGo) | 8927 | 2479 | Python | 30 | An independent, student-led replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search" (Nature 529, 484-489, 28 Jan 2016), details of which can be found on their website https://deepmind.com/publications.html. | 2018-06-09T13:55:11Z |
| 98 | [zipline](https://github.com/quantopian/zipline) | 8874 | 2737 | Python | 296 | Zipline, a Pythonic Algorithmic Trading Library | 2019-06-05T14:08:47Z |
| 99 | [pelican](https://github.com/getpelican/pelican) | 8819 | 1572 | Python | 164 | Static site generator that supports Markdown and reST syntax. Powered by Python. | 2019-05-27T14:42:32Z |
| 100 | [Theano](https://github.com/Theano/Theano) | 8814 | 2484 | Python | 656 | Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation. | 2019-06-01T05:33:19Z |