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) | 63885 | 12293 | Python | 472 | A curated list of awesome Python frameworks, libraries, software and resources | 2019-03-08T19:34:51Z |
| 2 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 59311 | 8691 | Python | 75 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2019-03-12T13:39:39Z |
| 3 | [public-apis](https://github.com/toddmotto/public-apis) | 53370 | 5422 | Python | 37 | A collective list of free APIs for use in software and web development. | 2019-03-12T17:34:38Z |
| 4 | [models](https://github.com/tensorflow/models) | 49568 | 30347 | Python | 1449 | Models and examples built with TensorFlow | 2019-03-13T01:31:02Z |
| 5 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 48101 | 8344 | Python | 2702 | Command-line program to download videos from YouTube.com and other video sites | 2019-03-12T15:56:29Z |
| 6 | [flask](https://github.com/pallets/flask) | 42543 | 12045 | Python | 50 | The Python micro framework for building web applications. | 2019-03-12T11:24:38Z |
| 7 | [thefuck](https://github.com/nvbn/thefuck) | 41550 | 2071 | Python | 146 | Magnificent app which corrects your previous console command. | 2019-02-25T22:24:17Z |
| 8 | [httpie](https://github.com/jakubroztocil/httpie) | 40164 | 2649 | Python | 149 | 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 | 2019-03-11T07:41:31Z |
| 9 | [django](https://github.com/django/django) | 40053 | 17244 | Python | 189 | The Web framework for perfectionists with deadlines. | 2019-03-13T03:22:38Z |
| 10 | [keras](https://github.com/keras-team/keras) | 38996 | 14860 | Python | 2227 | Deep Learning for humans | 2019-03-13T03:02:56Z |
| 11 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 38562 | 9532 | Python | 0 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2019-03-07T16:24:09Z |
| 12 | [requests](https://github.com/kennethreitz/requests) | 37603 | 6842 | Python | 174 | Python HTTP Requests for Humans™ ✨🍰✨ | 2019-03-10T15:08:29Z |
| 13 | [ansible](https://github.com/ansible/ansible) | 35868 | 14689 | Python | 5542 | 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/ | 2019-03-13T03:25:45Z |
| 14 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 33803 | 16580 | Python | 1901 | scikit-learn: machine learning in Python | 2019-03-13T02:27:54Z |
| 15 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 32172 | 1349 | Python | 71 | 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 |
| 16 | [scrapy](https://github.com/scrapy/scrapy) | 31777 | 7549 | Python | 781 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2019-03-12T14:35:12Z |
| 17 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 29079 | 17762 | Python | 425 | None | 2019-02-05T16:38:13Z |
| 18 | [XX-Net](https://github.com/XX-net/XX-Net) | 26821 | 7407 | Python | 7649 | a web proxy tool | 2019-03-13T02:47:57Z |
| 19 | [certbot](https://github.com/certbot/certbot) | 24549 | 2483 | Python | 830 | 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. | 2019-03-12T15:08:14Z |
| 20 | [Python](https://github.com/TheAlgorithms/Python) | 23268 | 6465 | Python | 159 | All Algorithms implemented in Python | 2019-03-10T02:10:30Z |
| 21 | [cpython](https://github.com/python/cpython) | 22931 | 8937 | Python | 1056 | The Python programming language | 2019-03-13T04:02:02Z |
| 22 | [you-get](https://github.com/soimort/you-get) | 22424 | 4466 | Python | 312 | :arrow_double_down: Dumb downloader that scrapes the web | 2019-03-12T05:58:25Z |
| 23 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 22011 | 4953 | Python | 71 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2019-01-31T12:46:18Z |
| 24 | [home-assistant](https://github.com/home-assistant/home-assistant) | 21970 | 6357 | Python | 1114 | :house_with_garden: Open source home automation that puts local control and privacy first | 2019-03-13T03:07:43Z |
| 25 | [face_recognition](https://github.com/ageitgey/face_recognition) | 21826 | 5629 | Python | 273 | The world's simplest facial recognition api for Python and the command line | 2019-03-11T23:22:54Z |
| 26 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 21678 | 2755 | Python | 114 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2019-03-12T14:48:34Z |
| 27 | [tldr](https://github.com/tldr-pages/tldr) | 21339 | 1593 | Python | 75 | :books: Simplified and community-driven man pages | 2019-03-13T03:42:12Z |
| 28 | [sentry](https://github.com/getsentry/sentry) | 20080 | 2311 | Python | 801 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2019-03-13T03:33:54Z |
| 29 | [python-patterns](https://github.com/faif/python-patterns) | 19602 | 4281 | Python | 12 | A collection of design patterns/idioms in Python | 2019-03-12T10:03:27Z |
| 30 | [Detectron](https://github.com/facebookresearch/Detectron) | 19451 | 4070 | Python | 213 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2019-02-19T22:22:30Z |
| 31 | [Algorithm_Interview_Notes-Chinese](https://github.com/imhuay/Algorithm_Interview_Notes-Chinese) | 19272 | 5692 | Python | 16 | 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 | 2019-02-28T18:15:20Z |
| 32 | [linux-insides](https://github.com/0xAX/linux-insides) | 19179 | 2037 | Python | 22 | A little bit about a linux kernel | 2019-03-12T06:24:19Z |
| 33 | [YouCompleteMe](https://github.com/Valloric/YouCompleteMe) | 18527 | 2087 | Python | 47 | A code-completion engine for Vim | 2019-03-12T03:45:07Z |
| 34 | [pandas](https://github.com/pandas-dev/pandas) | 18507 | 7383 | Python | 2985 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2019-03-13T02:50:03Z |
| 35 | [jieba](https://github.com/fxsjy/jieba) | 17560 | 4643 | Python | 456 | 结巴中文分词 | 2019-01-29T13:23:49Z |
| 36 | [tornado](https://github.com/tornadoweb/tornado) | 17390 | 4873 | Python | 149 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed. | 2019-03-10T20:57:12Z |
| 37 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 16577 | 2358 | Python | 42 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2019-02-09T14:20:30Z |
| 38 | [pipenv](https://github.com/pypa/pipenv) | 16143 | 1185 | Python | 277 |  Python Development Workflow for Humans. | 2019-03-13T03:39:56Z |
| 39 | [faceswap](https://github.com/deepfakes/faceswap) | 15858 | 5292 | Python | 13 | Non official project based on original /r/Deepfakes thread. Many thanks to him! | 2019-03-13T01:50:25Z |
| 40 | [gym](https://github.com/openai/gym) | 15819 | 4148 | Python | 333 | A toolkit for developing and comparing reinforcement learning algorithms. | 2019-03-12T10:15:48Z |
| 41 | [localstack](https://github.com/localstack/localstack) | 15724 | 1063 | Python | 387 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2019-03-13T03:51:27Z |
| 42 | [compose](https://github.com/docker/compose) | 15459 | 2361 | Python | 644 | Define and run multi-container applications with Docker | 2019-03-12T16:25:48Z |
| 43 | [cheat.sh](https://github.com/chubin/cheat.sh) | 15429 | 723 | Python | 32 | the only cheat sheet you need | 2019-03-11T06:38:13Z |
| 44 | [ItChat](https://github.com/littlecodersh/ItChat) | 15287 | 3567 | Python | 142 | 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。 | 2018-12-23T18:09:13Z |
| 45 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 15113 | 4533 | Python | 7 | 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. | 2019-02-11T10:51:46Z |
| 46 | [reddit](https://github.com/reddit-archive/reddit) | 14895 | 2753 | Python | 303 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 47 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 14487 | 996 | Python | 1 | Guide to securing and improving privacy on macOS | 2019-02-23T19:45:38Z |
| 48 | [algorithms](https://github.com/keon/algorithms) | 14385 | 2606 | Python | 47 | Minimal examples of data structures and algorithms in Python | 2019-03-09T02:36:56Z |
| 49 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 14349 | 1869 | Python | 226 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2019-03-12T00:21:34Z |
| 50 | [source-code-pro](https://github.com/adobe-fonts/source-code-pro) | 14134 | 1180 | Python | 37 | Monospaced font family for user interface and coding environments | 2019-02-17T23:28:15Z |
| 51 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 13966 | 1272 | Python | 25 | A collection of surprising Python snippets and lesser-known features. | 2018-12-16T10:53:40Z |
| 52 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13899 | 4740 | Python | 25 | 微信《跳一跳》Python 辅助 | 2018-08-03T00:44:49Z |
| 53 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 13601 | 2951 | Python | 52 | Automatic SQL injection and database takeover tool | 2019-03-12T13:12:34Z |
| 54 | [python-fire](https://github.com/google/python-fire) | 13562 | 785 | Python | 52 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2019-03-04T21:33:44Z |
| 55 | [ZeroNet](https://github.com/HelloZeroNet/ZeroNet) | 13425 | 1744 | Python | 548 | ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network | 2019-03-10T22:42:12Z |
| 56 | [ipython](https://github.com/ipython/ipython) | 13420 | 3775 | Python | 1136 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2019-03-12T21:40:59Z |
| 57 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 13313 | 4027 | Python | 172 | Web APIs for Django. ⚡️ | 2019-03-12T11:46:03Z |
| 58 | [chinese-poetry](https://github.com/chinese-poetry/chinese-poetry) | 13134 | 2189 | Python | 25 | 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。   | 2019-03-05T02:54:08Z |
| 59 | [glances](https://github.com/nicolargo/glances) | 13024 | 876 | Python | 94 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2019-03-02T07:54:31Z |
| 60 | [bert](https://github.com/google-research/bert) | 12970 | 2796 | Python | 224 | TensorFlow code and pre-trained models for BERT | 2019-03-05T02:06:16Z |
| 61 | [pyspider](https://github.com/binux/pyspider) | 12827 | 3153 | Python | 221 | A Powerful Spider(Web Crawler) System in Python. | 2019-03-12T15:36:05Z |
| 62 | [magenta](https://github.com/tensorflow/magenta) | 12530 | 2405 | Python | 167 | Magenta: Music and Art Generation with Machine Intelligence | 2019-03-12T18:05:58Z |
| 63 | [algo](https://github.com/trailofbits/algo) | 12506 | 1075 | Python | 44 | Set up a personal IPSEC VPN in the cloud | 2019-03-12T21:51:28Z |
| 64 | [spaCy](https://github.com/explosion/spaCy) | 12494 | 2105 | Python | 87 | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | 2019-03-12T21:57:39Z |
| 65 | [hosts](https://github.com/StevenBlack/hosts) | 12042 | 1057 | 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.  | 2019-03-07T02:05:12Z |
| 66 | [redash](https://github.com/getredash/redash) | 11923 | 1928 | Python | 446 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2019-03-12T23:17:58Z |
| 67 | [celery](https://github.com/celery/celery) | 11812 | 3137 | Python | 463 | Distributed Task Queue (development branch) | 2019-03-13T02:53:23Z |
| 68 | [sanic](https://github.com/huge-success/sanic) | 11575 | 1084 | Python | 98 | Async Python 3.5+ web server that's written to go fast | 2019-03-12T18:04:35Z |
| 69 | [bitcoinbook](https://github.com/bitcoinbook/bitcoinbook) | 11562 | 3341 | Python | 110 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2019-03-09T20:11:16Z |
| 70 | [airflow](https://github.com/apache/airflow) | 11413 | 4037 | Python | 304 | Apache Airflow | 2019-03-13T03:49:55Z |
| 71 | [iTerm2-Color-Schemes](https://github.com/mbadolato/iTerm2-Color-Schemes) | 11263 | 3177 | Python | 13 | Over 200 terminal color schemes/themes for iTerm/iTerm2 (with ports to Terminal, Konsole, PuTTY, Xresources, XRDB, Remina, Termite, XFCE, Tilda, FreeBSD VT, and Terminator) | 2019-02-09T18:39:12Z |
| 72 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 11134 | 1879 | Python | 11 | 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. | 2019-01-23T19:22:24Z |
| 73 | [luigi](https://github.com/spotify/luigi) | 11091 | 1862 | Python | 62 | 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.  | 2019-03-12T19:46:53Z |
| 74 | [fabric](https://github.com/fabric/fabric) | 11061 | 1691 | Python | 319 | Simple, Pythonic remote execution and deployment. | 2019-03-10T05:50:51Z |
| 75 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 10813 | 4635 | Python | 779 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2019-03-12T12:44:45Z |
| 76 | [material-theme](https://github.com/equinusocio/material-theme) | 10781 | 775 | Python | 4 | Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino | 2018-04-23T13:45:04Z |
| 77 | [TensorFlow-Course](https://github.com/machinelearningmindset/TensorFlow-Course) | 10552 | 1823 | Python | 3 | Simple and ready-to-use tutorials for TensorFlow  | 2019-02-19T21:32:11Z |
| 78 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 10488 | 1110 | Python | 49 | :octocat: 分享 GitHub 上有趣、入门级的开源项目，帮你找到编程的乐趣。欢迎推荐、自荐项目，让更多人知道你的项目⭐️ | 2019-03-08T01:28:08Z |
| 79 | [nginx-proxy](https://github.com/jwilder/nginx-proxy) | 10257 | 1937 | Python | 498 | Automated nginx proxy for Docker containers using docker-gen | 2019-03-08T15:50:33Z |
| 80 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 10238 | 3079 | Python | 34 | PyTorch Tutorial for Deep Learning Researchers | 2019-03-08T10:26:30Z |
| 81 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 10215 | 922 | Python | 8 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2019-03-03T17:36:04Z |
| 82 | [Python](https://github.com/geekcomputers/Python) | 10188 | 5967 | Python | 75 | My Python Examples | 2019-03-12T08:38:25Z |
| 83 | [pix2code](https://github.com/tonybeltramelli/pix2code) | 10066 | 1011 | Python | 0 | pix2code: Generating Code from a Graphical User Interface Screenshot | 2017-12-13T08:36:56Z |
| 84 | [powerline](https://github.com/powerline/powerline) | 10009 | 780 | Python | 147 | Powerline is a statusline plugin for vim, and provides statuslines and prompts for several other applications, including zsh, bash, tmux, IPython, Awesome and Qtile. | 2019-03-11T16:01:47Z |
| 85 | [salt](https://github.com/saltstack/salt) | 9725 | 4505 | Python | 2453 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:  | 2019-03-12T23:02:19Z |
| 86 | [locust](https://github.com/locustio/locust) | 9520 | 1374 | Python | 164 | Scalable user load testing tool written in Python | 2019-03-09T00:06:01Z |
| 87 | [zulip](https://github.com/zulip/zulip) | 9389 | 2903 | Python | 1286 | Zulip server - powerful open source team chat | 2019-03-12T23:52:48Z |
| 88 | [FastPhotoStyle](https://github.com/NVIDIA/FastPhotoStyle) | 9379 | 866 | Python | 29 | Style transfer, deep learning, feature transform | 2019-02-27T15:42:19Z |
| 89 | [awesome-algorithm](https://github.com/apachecn/awesome-algorithm) | 9335 | 1760 | Python | 5 | LeetCode, HackRank, 剑指offer, classic algorithm implementation | 2019-03-13T02:06:31Z |
| 90 | [tqdm](https://github.com/tqdm/tqdm) | 9282 | 482 | Python | 164 | A fast, extensible progress bar for Python and CLI | 2019-03-06T15:22:14Z |
| 91 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 9189 | 1418 | Python | 10 | 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. | 2019-03-12T22:20:59Z |
| 92 | [bokeh](https://github.com/bokeh/bokeh) | 9135 | 2426 | Python | 397 | Interactive Web Plotting for Python | 2019-03-12T18:02:48Z |
| 93 | [autojump](https://github.com/wting/autojump) | 9068 | 462 | Python | 142 | A cd command that learns - easily navigate directories from the command line | 2019-03-04T21:36:29Z |
| 94 | [cookiecutter](https://github.com/audreyr/cookiecutter) | 9050 | 997 | Python | 224 | A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects. | 2019-03-12T23:22:29Z |
| 95 | [neural-enhance](https://github.com/alexjc/neural-enhance) | 9002 | 949 | Python | 116 | Super Resolution for images using deep learning. | 2018-01-25T05:01:58Z |
| 96 | [sshuttle](https://github.com/apenwarr/sshuttle) | 8990 | 664 | Python | 22 | Wrong project!  You should head over to http://github.com/sshuttle/sshuttle | 2018-02-15T13:16:12Z |
| 97 | [tflearn](https://github.com/tflearn/tflearn) | 8981 | 2249 | Python | 548 | Deep learning library featuring a higher-level API for TensorFlow. | 2019-02-27T19:26:49Z |
| 98 | [neural-doodle](https://github.com/alexjc/neural-doodle) | 8943 | 786 | Python | 46 | 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.) | 2016-12-28T15:58:48Z |
| 99 | [RocAlphaGo](https://github.com/Rochester-NRT/RocAlphaGo) | 8913 | 2487 | 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 |
| 100 | [kivy](https://github.com/kivy/kivy) | 8911 | 2016 | Python | 646 | Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS | 2019-03-12T22:57:49Z |