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) | 61236 | 11896 | Python | 451 | A curated list of awesome Python frameworks, libraries, software and resources | 2019-02-06T15:11:41Z |
| 2 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 56650 | 8215 | Python | 71 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2019-02-10T01:21:38Z |
| 3 | [public-apis](https://github.com/toddmotto/public-apis) | 49685 | 5059 | Python | 20 | A collective list of free APIs for use in software and web development. | 2019-02-10T00:31:28Z |
| 4 | [models](https://github.com/tensorflow/models) | 48140 | 29402 | Python | 1397 | Models and examples built with TensorFlow | 2019-02-09T21:52:19Z |
| 5 | [youtube-dl](https://github.com/rg3/youtube-dl) | 47015 | 8167 | Python | 2652 | Command-line program to download videos from YouTube.com and other video sites | 2019-02-09T23:18:42Z |
| 6 | [flask](https://github.com/pallets/flask) | 41826 | 11927 | Python | 42 | The Python micro framework for building web applications. | 2019-01-25T13:56:55Z |
| 7 | [thefuck](https://github.com/nvbn/thefuck) | 40781 | 2024 | Python | 142 | Magnificent app which corrects your previous console command. | 2019-02-06T21:04:33Z |
| 8 | [httpie](https://github.com/jakubroztocil/httpie) | 39705 | 2606 | Python | 140 | 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 | 2019-02-07T09:09:46Z |
| 9 | [django](https://github.com/django/django) | 39375 | 16975 | Python | 177 | The Web framework for perfectionists with deadlines. | 2019-02-10T00:23:40Z |
| 10 | [keras](https://github.com/keras-team/keras) | 38074 | 14533 | Python | 2113 | Deep Learning for humans | 2019-02-09T19:59:34Z |
| 11 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 38021 | 9385 | Python | 0 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2019-02-08T11:27:54Z |
| 12 | [requests](https://github.com/requests/requests) | 37074 | 6770 | Python | 156 | Python HTTP Requests for Humans™ ✨🍰✨ | 2019-02-09T21:30:48Z |
| 13 | [ansible](https://github.com/ansible/ansible) | 35262 | 14301 | Python | 5712 | 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/ | 2019-02-10T01:50:42Z |
| 14 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 33251 | 16323 | Python | 1901 | scikit-learn: machine learning in Python | 2019-02-09T22:54:34Z |
| 15 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 31905 | 1329 | Python | 68 | 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. | 2019-01-31T17:48:17Z |
| 16 | [scrapy](https://github.com/scrapy/scrapy) | 31365 | 7481 | Python | 736 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2019-02-08T18:50:49Z |
| 17 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 28555 | 17522 | Python | 396 | None | 2019-02-05T16:38:13Z |
| 18 | [XX-Net](https://github.com/XX-net/XX-Net) | 26427 | 7344 | Python | 7538 | a web proxy tool | 2019-01-29T06:56:19Z |
| 19 | [certbot](https://github.com/certbot/certbot) | 24275 | 2444 | Python | 867 | 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. | 2019-02-09T15:23:38Z |
| 20 | [cpython](https://github.com/python/cpython) | 22298 | 8518 | Python | 1008 | The Python programming language | 2019-02-10T02:13:37Z |
| 21 | [you-get](https://github.com/soimort/you-get) | 22012 | 4400 | Python | 310 | :arrow_double_down: Dumb downloader that scrapes the web | 2019-02-04T08:20:53Z |
| 22 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 21650 | 4822 | Python | 71 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2019-01-31T12:46:18Z |
| 23 | [Python](https://github.com/TheAlgorithms/Python) | 21497 | 5970 | Python | 152 | All Algorithms implemented in Python | 2019-02-09T22:35:14Z |
| 24 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 21268 | 2718 | Python | 107 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2019-02-04T16:29:26Z |
| 25 | [home-assistant](https://github.com/home-assistant/home-assistant) | 21198 | 6135 | Python | 1127 | :house_with_garden: Open source home automation that puts local control and privacy first | 2019-02-10T03:58:27Z |
| 26 | [face_recognition](https://github.com/ageitgey/face_recognition) | 20802 | 5328 | Python | 250 | The world's simplest facial recognition api for Python and the command line | 2019-02-05T01:02:08Z |
| 27 | [tldr](https://github.com/tldr-pages/tldr) | 20737 | 1537 | Python | 85 | :books: Simplified and community-driven man pages | 2019-02-09T23:22:46Z |
| 28 | [sentry](https://github.com/getsentry/sentry) | 19682 | 2268 | Python | 772 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2019-02-09T22:37:04Z |
| 29 | [Detectron](https://github.com/facebookresearch/Detectron) | 18985 | 3946 | Python | 196 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2019-01-16T04:02:49Z |
| 30 | [linux-insides](https://github.com/0xAX/linux-insides) | 18977 | 2016 | Python | 23 | A little bit about a linux kernel | 2019-02-06T15:38:10Z |
| 31 | [python-patterns](https://github.com/faif/python-patterns) | 18973 | 4181 | Python | 10 | A collection of design patterns/idioms in Python | 2019-02-08T21:35:33Z |
| 32 | [YouCompleteMe](https://github.com/Valloric/YouCompleteMe) | 18322 | 2071 | Python | 48 | A code-completion engine for Vim | 2019-02-05T20:18:02Z |
| 33 | [pandas](https://github.com/pandas-dev/pandas) | 18074 | 7210 | Python | 2913 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2019-02-10T01:28:45Z |
| 34 | [tornado](https://github.com/tornadoweb/tornado) | 17250 | 4838 | Python | 141 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed. | 2019-02-09T21:57:04Z |
| 35 | [jieba](https://github.com/fxsjy/jieba) | 17106 | 4567 | Python | 451 | 结巴中文分词 | 2019-01-29T13:23:49Z |
| 36 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 16300 | 2320 | Python | 42 | Interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2019-02-09T14:20:30Z |
| 37 | [pipenv](https://github.com/pypa/pipenv) | 15675 | 1150 | Python | 272 |  Python Development Workflow for Humans. | 2019-02-08T22:46:23Z |
| 38 | [gym](https://github.com/openai/gym) | 15362 | 4001 | Python | 460 | A toolkit for developing and comparing reinforcement learning algorithms. | 2019-02-09T01:53:57Z |
| 39 | [localstack](https://github.com/localstack/localstack) | 15221 | 1008 | Python | 386 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud apps offline! | 2019-01-30T20:34:19Z |
| 40 | [cheat.sh](https://github.com/chubin/cheat.sh) | 15159 | 709 | Python | 31 | the only cheat sheet you need | 2019-02-08T22:37:25Z |
| 41 | [compose](https://github.com/docker/compose) | 15131 | 2305 | Python | 619 | Define and run multi-container applications with Docker | 2019-02-07T02:33:12Z |
| 42 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 14869 | 4463 | Python | 9 | 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. | 2019-02-09T14:20:07Z |
| 43 | [reddit](https://github.com/reddit-archive/reddit) | 14853 | 2754 | Python | 303 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 44 | [ItChat](https://github.com/littlecodersh/ItChat) | 14791 | 3499 | Python | 134 | 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 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 14373 | 989 | Python | 1 | Guide to securing and improving privacy on macOS | 2019-02-06T08:52:15Z |
| 46 | [algorithms](https://github.com/keon/algorithms) | 14102 | 2525 | Python | 47 | Minimal examples of data structures and algorithms in Python | 2019-02-04T22:11:54Z |
| 47 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 14028 | 1827 | Python | 203 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2019-02-08T23:35:15Z |
| 48 | [source-code-pro](https://github.com/adobe-fonts/source-code-pro) | 13975 | 1163 | Python | 38 | Monospaced font family for user interface and coding environments | 2019-01-18T01:19:18Z |
| 49 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13914 | 4770 | Python | 25 | 微信《跳一跳》Python 辅助 | 2018-08-03T00:44:49Z |
| 50 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 13515 | 1221 | Python | 25 | A collection of surprising Python snippets and lesser-known features. | 2018-12-16T10:53:40Z |
| 51 | [ipython](https://github.com/ipython/ipython) | 13351 | 3759 | Python | 1125 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2019-02-08T18:34:20Z |
| 52 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 13344 | 2915 | Python | 55 | Automatic SQL injection and database takeover tool | 2019-02-09T22:28:10Z |
| 53 | [ZeroNet](https://github.com/HelloZeroNet/ZeroNet) | 13324 | 1727 | Python | 534 | ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network | 2019-02-09T12:57:25Z |
| 54 | [python-fire](https://github.com/google/python-fire) | 13319 | 759 | Python | 56 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2019-01-30T23:05:37Z |
| 55 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 12987 | 3940 | Python | 180 | Web APIs for Django. ⚡️ | 2019-02-07T23:10:06Z |
| 56 | [glances](https://github.com/nicolargo/glances) | 12818 | 869 | Python | 81 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2019-01-29T05:56:25Z |
| 57 | [chinese-poetry](https://github.com/chinese-poetry/chinese-poetry) | 12743 | 2100 | Python | 24 | 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。   | 2019-02-03T03:48:39Z |
| 58 | [pyspider](https://github.com/binux/pyspider) | 12686 | 3123 | Python | 215 | A Powerful Spider(Web Crawler) System in Python. | 2019-01-31T05:16:24Z |
| 59 | [magenta](https://github.com/tensorflow/magenta) | 12196 | 2350 | Python | 158 | Magenta: Music and Art Generation with Machine Intelligence | 2019-02-09T00:51:57Z |
| 60 | [spaCy](https://github.com/explosion/spaCy) | 12173 | 2035 | Python | 200 | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | 2019-02-08T20:46:49Z |
| 61 | [algo](https://github.com/trailofbits/algo) | 12008 | 1030 | Python | 65 | Set up a personal IPSEC VPN in the cloud | 2019-02-08T12:34:07Z |
| 62 | [bert](https://github.com/google-research/bert) | 11883 | 2437 | Python | 184 | TensorFlow code and pre-trained models for BERT | 2019-02-07T21:19:50Z |
| 63 | [hosts](https://github.com/StevenBlack/hosts) | 11754 | 1031 | Python | 68 | 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.  | 2019-02-06T15:30:25Z |
| 64 | [redash](https://github.com/getredash/redash) | 11635 | 1862 | Python | 437 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2019-02-09T21:22:05Z |
| 65 | [celery](https://github.com/celery/celery) | 11551 | 3098 | Python | 442 | Distributed Task Queue (development branch) | 2019-02-09T15:22:49Z |
| 66 | [bitcoinbook](https://github.com/bitcoinbook/bitcoinbook) | 11409 | 3284 | Python | 107 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2019-01-25T10:19:52Z |
| 67 | [sanic](https://github.com/huge-success/sanic) | 11352 | 1065 | Python | 103 | Async Python 3.5+ web server that's written to go fast | 2019-02-08T14:43:45Z |
| 68 | [fabric](https://github.com/fabric/fabric) | 10986 | 1682 | Python | 316 | Simple, Pythonic remote execution and deployment. | 2019-02-02T17:03:22Z |
| 69 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 10981 | 1827 | 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. | 2019-01-23T19:22:24Z |
| 70 | [airflow](https://github.com/apache/airflow) | 10955 | 3872 | Python | 268 | Apache Airflow | 2019-02-10T02:31:57Z |
| 71 | [luigi](https://github.com/spotify/luigi) | 10880 | 1842 | Python | 64 | 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.  | 2019-02-08T21:11:39Z |
| 72 | [iTerm2-Color-Schemes](https://github.com/mbadolato/iTerm2-Color-Schemes) | 10771 | 3038 | Python | 12 | 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 |
| 73 | [material-theme](https://github.com/equinusocio/material-theme) | 10759 | 775 | Python | 4 | Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino | 2018-04-23T13:45:04Z |
| 74 | [Algorithm_Interview_Notes-Chinese](https://github.com/imhuay/Algorithm_Interview_Notes-Chinese) | 10589 | 3070 | Python | 11 | 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 | 2018-11-07T05:52:59Z |
| 75 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 10172 | 4330 | Python | 729 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2019-02-10T02:38:32Z |
| 76 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 10104 | 908 | Python | 11 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2019-02-07T21:55:52Z |
| 77 | [nginx-proxy](https://github.com/jwilder/nginx-proxy) | 10019 | 1901 | Python | 491 | Automated nginx proxy for Docker containers using docker-gen | 2019-02-05T20:44:46Z |
| 78 | [pix2code](https://github.com/tonybeltramelli/pix2code) | 9974 | 990 | Python | 0 | pix2code: Generating Code from a Graphical User Interface Screenshot | 2017-12-13T08:36:56Z |
| 79 | [powerline](https://github.com/powerline/powerline) | 9893 | 774 | Python | 142 | Powerline is a statusline plugin for vim, and provides statuslines and prompts for several other applications, including zsh, bash, tmux, IPython, Awesome and Qtile. | 2018-11-11T12:23:54Z |
| 80 | [TensorFlow-Course](https://github.com/osforscience/TensorFlow-Course) | 9800 | 1644 | Python | 3 | Simple and ready-to-use tutorials for TensorFlow  | 2019-01-24T08:02:31Z |
| 81 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 9657 | 2906 | Python | 31 | PyTorch Tutorial for Deep Learning Researchers | 2018-12-04T13:33:51Z |
| 82 | [Python](https://github.com/geekcomputers/Python) | 9647 | 5804 | Python | 72 | My Python Examples | 2019-02-03T11:56:49Z |
| 83 | [salt](https://github.com/saltstack/salt) | 9631 | 4473 | Python | 2430 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:  | 2019-02-09T22:21:52Z |
| 84 | [faceswap](https://github.com/deepfakes/faceswap) | 9273 | 2796 | Python | 7 | Non official project based on original /r/Deepfakes thread. Many thanks to him! | 2019-02-09T18:37:08Z |
| 85 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 9263 | 963 | Python | 30 | :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⭐️ | 2019-01-27T15:43:11Z |
| 86 | [locust](https://github.com/locustio/locust) | 9232 | 1338 | Python | 154 | Scalable user load testing tool written in Python | 2019-02-06T20:12:17Z |
| 87 | [FastPhotoStyle](https://github.com/NVIDIA/FastPhotoStyle) | 9230 | 834 | Python | 28 | Style transfer, deep learning, feature transform | 2018-08-24T01:33:43Z |
| 88 | [sshuttle](https://github.com/apenwarr/sshuttle) | 8992 | 665 | Python | 22 | Wrong project!  You should head over to http://github.com/sshuttle/sshuttle | 2018-02-15T13:16:12Z |
| 89 | [zulip](https://github.com/zulip/zulip) | 8991 | 2786 | Python | 1227 | Zulip server - powerful open source team chat | 2019-02-09T23:26:13Z |
| 90 | [bokeh](https://github.com/bokeh/bokeh) | 8932 | 2388 | Python | 456 | Interactive Web Plotting for Python | 2019-02-08T19:58:52Z |
| 91 | [tflearn](https://github.com/tflearn/tflearn) | 8919 | 2235 | Python | 544 | Deep learning library featuring a higher-level API for TensorFlow. | 2019-01-10T14:15:08Z |
| 92 | [neural-doodle](https://github.com/alexjc/neural-doodle) | 8913 | 783 | Python | 45 | 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 |
| 93 | [RocAlphaGo](https://github.com/Rochester-NRT/RocAlphaGo) | 8899 | 2493 | 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 |
| 94 | [autojump](https://github.com/wting/autojump) | 8896 | 452 | Python | 136 | A cd command that learns - easily navigate directories from the command line | 2019-01-29T20:36:56Z |
| 95 | [neural-enhance](https://github.com/alexjc/neural-enhance) | 8887 | 932 | Python | 116 | Super Resolution for images using deep learning. | 2018-01-25T05:01:58Z |
| 96 | [tqdm](https://github.com/tqdm/tqdm) | 8862 | 464 | Python | 150 | A fast, extensible progress bar for Python and CLI | 2019-02-09T21:49:24Z |
| 97 | [cookiecutter](https://github.com/audreyr/cookiecutter) | 8825 | 975 | Python | 214 | A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects. | 2019-02-10T02:10:27Z |
| 98 | [kivy](https://github.com/kivy/kivy) | 8744 | 1989 | Python | 689 | Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS | 2019-02-09T21:17:58Z |
| 99 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 8695 | 1308 | Python | 9 | 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. | 2019-02-07T15:41:48Z |
| 100 | [Theano](https://github.com/Theano/Theano) | 8679 | 2483 | Python | 644 | 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. | 2019-02-08T13:46:52Z |