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) | 60677 | 11772 | Python | 447 | A curated list of awesome Python frameworks, libraries, software and resources | 2019-01-26T18:27:17Z |
| 2 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 55548 | 8015 | Python | 68 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2019-01-24T18:20:07Z |
| 3 | [models](https://github.com/tensorflow/models) | 47714 | 29074 | Python | 1356 | Models and examples built with TensorFlow | 2019-01-26T22:01:44Z |
| 4 | [public-apis](https://github.com/toddmotto/public-apis) | 46794 | 4863 | Python | 8 | A collective list of free APIs for use in software and web development. | 2019-01-15T18:07:55Z |
| 5 | [youtube-dl](https://github.com/rg3/youtube-dl) | 46552 | 8088 | Python | 2630 | Command-line program to download videos from YouTube.com and other video sites | 2019-01-26T22:30:20Z |
| 6 | [flask](https://github.com/pallets/flask) | 41521 | 11866 | Python | 41 | The Python micro framework for building web applications. | 2019-01-25T13:56:55Z |
| 7 | [thefuck](https://github.com/nvbn/thefuck) | 40323 | 1992 | Python | 140 | Magnificent app which corrects your previous console command. | 2019-01-20T06:02:28Z |
| 8 | [httpie](https://github.com/jakubroztocil/httpie) | 39529 | 2603 | Python | 143 | 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 | 2019-01-21T16:44:26Z |
| 9 | [django](https://github.com/django/django) | 39112 | 16849 | Python | 188 | The Web framework for perfectionists with deadlines. | 2019-01-27T02:19:13Z |
| 10 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 37815 | 9331 | Python | 0 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2019-01-25T14:31:31Z |
| 11 | [keras](https://github.com/keras-team/keras) | 37718 | 14400 | Python | 2087 | Deep Learning for humans | 2019-01-26T17:18:49Z |
| 12 | [requests](https://github.com/requests/requests) | 36878 | 6741 | Python | 153 | Python HTTP Requests for Humans™ ✨🍰✨ | 2019-01-21T20:20:00Z |
| 13 | [ansible](https://github.com/ansible/ansible) | 35018 | 14153 | Python | 5568 | 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/ | 2019-01-27T01:50:04Z |
| 14 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 33028 | 16217 | Python | 1886 | scikit-learn: machine learning in Python | 2019-01-27T00:25:17Z |
| 15 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 31259 | 1312 | Python | 64 | 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. | 2018-12-20T18:56:16Z |
| 16 | [scrapy](https://github.com/scrapy/scrapy) | 31163 | 7452 | Python | 732 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2019-01-26T23:39:12Z |
| 17 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 28412 | 17449 | Python | 389 | None | 2019-01-21T14:22:43Z |
| 18 | [XX-Net](https://github.com/XX-net/XX-Net) | 26341 | 7330 | Python | 7514 | a web proxy tool | 2019-01-14T04:43:14Z |
| 19 | [certbot](https://github.com/certbot/certbot) | 24173 | 2423 | Python | 891 | 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. | 2019-01-26T21:58:35Z |
| 20 | [cpython](https://github.com/python/cpython) | 22086 | 8384 | Python | 996 | The Python programming language | 2019-01-26T23:19:11Z |
| 21 | [you-get](https://github.com/soimort/you-get) | 21862 | 4384 | Python | 309 | :arrow_double_down: Dumb downloader that scrapes the web | 2019-01-25T05:27:48Z |
| 22 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 21507 | 4785 | Python | 70 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2019-01-15T03:36:14Z |
| 23 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 21141 | 2699 | Python | 105 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2019-01-18T22:24:18Z |
| 24 | [Python](https://github.com/TheAlgorithms/Python) | 20982 | 5820 | Python | 159 | All Algorithms implemented in Python | 2019-01-26T13:09:19Z |
| 25 | [home-assistant](https://github.com/home-assistant/home-assistant) | 20882 | 6037 | Python | 1105 | :house_with_garden: Open source home automation that puts local control and privacy first | 2019-01-27T03:10:42Z |
| 26 | [tldr](https://github.com/tldr-pages/tldr) | 20496 | 1523 | Python | 96 | :books: Simplified and community-driven man pages | 2019-01-27T03:51:40Z |
| 27 | [face_recognition](https://github.com/ageitgey/face_recognition) | 20473 | 5218 | Python | 240 | The world's simplest facial recognition api for Python and the command line | 2019-01-10T02:56:00Z |
| 28 | [sentry](https://github.com/getsentry/sentry) | 19575 | 2249 | Python | 771 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2019-01-26T07:58:31Z |
| 29 | [linux-insides](https://github.com/0xAX/linux-insides) | 18900 | 2010 | Python | 22 | A little bit about a linux kernel | 2019-01-24T07:32:39Z |
| 30 | [Detectron](https://github.com/facebookresearch/Detectron) | 18838 | 3911 | Python | 193 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2019-01-16T04:02:49Z |
| 31 | [python-patterns](https://github.com/faif/python-patterns) | 18822 | 4165 | Python | 9 | A collection of design patterns/idioms in Python | 2019-01-25T19:43:10Z |
| 32 | [YouCompleteMe](https://github.com/Valloric/YouCompleteMe) | 18242 | 2060 | Python | 53 | A code-completion engine for Vim | 2019-01-23T10:00:32Z |
| 33 | [pandas](https://github.com/pandas-dev/pandas) | 17899 | 7149 | Python | 2815 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2019-01-27T03:49:28Z |
| 34 | [tornado](https://github.com/tornadoweb/tornado) | 17216 | 4825 | Python | 137 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed. | 2019-01-21T12:46:15Z |
| 35 | [jieba](https://github.com/fxsjy/jieba) | 17022 | 4549 | Python | 447 | 结巴中文分词 | 2018-12-24T06:27:22Z |
| 36 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 16195 | 2302 | Python | 42 | Interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2018-12-09T15:34:22Z |
| 37 | [pipenv](https://github.com/pypa/pipenv) | 15513 | 1132 | Python | 243 |  Python Development Workflow for Humans. | 2019-01-26T09:42:58Z |
| 38 | [gym](https://github.com/openai/gym) | 15192 | 3956 | Python | 500 | A toolkit for developing and comparing reinforcement learning algorithms. | 2019-01-05T09:20:23Z |
| 39 | [cheat.sh](https://github.com/chubin/cheat.sh) | 15053 | 703 | Python | 30 | the only cheat sheet you need | 2019-01-17T12:05:37Z |
| 40 | [compose](https://github.com/docker/compose) | 15027 | 2287 | Python | 601 | Define and run multi-container applications with Docker | 2019-01-25T15:10:35Z |
| 41 | [localstack](https://github.com/localstack/localstack) | 15015 | 996 | Python | 379 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud apps offline! | 2019-01-24T21:14:38Z |
| 42 | [reddit](https://github.com/reddit-archive/reddit) | 14850 | 2752 | Python | 303 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 43 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 14774 | 4421 | 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. | 2018-11-14T02:23:26Z |
| 44 | [ItChat](https://github.com/littlecodersh/ItChat) | 14592 | 3475 | 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) | 14305 | 988 | Python | 1 | Guide to securing and improving privacy on macOS | 2019-01-19T16:50:18Z |
| 46 | [algorithms](https://github.com/keon/algorithms) | 13994 | 2499 | Python | 45 | Minimal examples of data structures and algorithms in Python | 2019-01-24T10:57:56Z |
| 47 | [source-code-pro](https://github.com/adobe-fonts/source-code-pro) | 13926 | 1156 | Python | 38 | Monospaced font family for user interface and coding environments | 2019-01-18T01:19:18Z |
| 48 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 13910 | 1810 | Python | 196 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2019-01-26T13:57:42Z |
| 49 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13904 | 4772 | Python | 25 | 微信《跳一跳》Python 辅助 | 2018-08-03T00:44:49Z |
| 50 | [ipython](https://github.com/ipython/ipython) | 13308 | 3760 | Python | 1104 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2019-01-24T17:13:34Z |
| 51 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 13292 | 1193 | Python | 25 | A collection of surprising Python snippets and lesser-known features. | 2018-12-16T10:53:40Z |
| 52 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 13278 | 2906 | Python | 59 | Automatic SQL injection and database takeover tool | 2019-01-26T11:36:14Z |
| 53 | [python-fire](https://github.com/google/python-fire) | 13265 | 757 | Python | 54 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2019-01-23T00:52:34Z |
| 54 | [ZeroNet](https://github.com/HelloZeroNet/ZeroNet) | 13263 | 1720 | Python | 528 | ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network | 2019-01-26T19:43:20Z |
| 55 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 12863 | 3917 | Python | 176 | Web APIs for Django. ⚡️ | 2019-01-24T15:30:48Z |
| 56 | [glances](https://github.com/nicolargo/glances) | 12718 | 865 | Python | 79 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2019-01-26T06:55:05Z |
| 57 | [pyspider](https://github.com/binux/pyspider) | 12641 | 3110 | Python | 214 | A Powerful Spider(Web Crawler) System in Python. | 2019-01-16T09:06:28Z |
| 58 | [chinese-poetry](https://github.com/chinese-poetry/chinese-poetry) | 12566 | 2067 | 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。   | 2019-01-21T10:28:15Z |
| 59 | [magenta](https://github.com/tensorflow/magenta) | 12137 | 2327 | Python | 151 | Magenta: Music and Art Generation with Machine Intelligence | 2019-01-25T01:12:28Z |
| 60 | [spaCy](https://github.com/explosion/spaCy) | 12027 | 2009 | Python | 197 | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | 2019-01-26T13:02:55Z |
| 61 | [algo](https://github.com/trailofbits/algo) | 11882 | 1010 | Python | 72 | Set up a personal IPSEC VPN in the cloud | 2019-01-26T11:13:09Z |
| 62 | [hosts](https://github.com/StevenBlack/hosts) | 11609 | 1023 | Python | 61 | 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.  | 2019-01-26T15:54:23Z |
| 63 | [redash](https://github.com/getredash/redash) | 11507 | 1848 | Python | 438 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2019-01-26T19:54:15Z |
| 64 | [bert](https://github.com/google-research/bert) | 11501 | 2314 | Python | 168 | TensorFlow code and pre-trained models for BERT | 2019-01-19T02:41:38Z |
| 65 | [celery](https://github.com/celery/celery) | 11486 | 3075 | Python | 453 | Distributed Task Queue (development branch) | 2019-01-26T17:49:03Z |
| 66 | [bitcoinbook](https://github.com/bitcoinbook/bitcoinbook) | 11350 | 3271 | Python | 106 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2019-01-25T10:19:52Z |
| 67 | [sanic](https://github.com/huge-success/sanic) | 11237 | 1062 | Python | 128 | Async Python 3.5+ web server that's written to go fast | 2019-01-26T10:54:54Z |
| 68 | [fabric](https://github.com/fabric/fabric) | 10961 | 1683 | Python | 310 | Simple, Pythonic remote execution and deployment. | 2019-01-26T21:47:35Z |
| 69 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 10910 | 1812 | Python | 10 | Machine Learning From Scratch. Bare bones Python 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) | 10817 | 3812 | Python | 254 | Apache Airflow | 2019-01-27T00:13:44Z |
| 71 | [luigi](https://github.com/spotify/luigi) | 10816 | 1832 | Python | 59 | 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.  | 2019-01-25T13:53:24Z |
| 72 | [material-theme](https://github.com/equinusocio/material-theme) | 10758 | 774 | Python | 4 | Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino | 2018-04-23T13:45:04Z |
| 73 | [iTerm2-Color-Schemes](https://github.com/mbadolato/iTerm2-Color-Schemes) | 10658 | 2992 | Python | 11 | 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) | 2019-01-22T21:28:36Z |
| 74 | [Algorithm_Interview_Notes-Chinese](https://github.com/imhuay/Algorithm_Interview_Notes-Chinese) | 10427 | 3022 | 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 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 10052 | 905 | Python | 9 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2019-01-26T14:58:42Z |
| 76 | [pix2code](https://github.com/tonybeltramelli/pix2code) | 9944 | 981 | Python | 0 | pix2code: Generating Code from a Graphical User Interface Screenshot | 2017-12-13T08:36:56Z |
| 77 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 9920 | 4224 | Python | 724 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2019-01-22T03:11:09Z |
| 78 | [nginx-proxy](https://github.com/jwilder/nginx-proxy) | 9915 | 1883 | Python | 486 | Automated nginx proxy for Docker containers using docker-gen | 2019-01-22T23:36:37Z |
| 79 | [powerline](https://github.com/powerline/powerline) | 9838 | 773 | Python | 138 | 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 | [salt](https://github.com/saltstack/salt) | 9574 | 4460 | Python | 2371 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:  | 2019-01-26T23:29:32Z |
| 81 | [Python](https://github.com/geekcomputers/Python) | 9520 | 5778 | Python | 71 | My Python Examples | 2019-01-26T04:06:37Z |
| 82 | [TensorFlow-Course](https://github.com/osforscience/TensorFlow-Course) | 9513 | 1580 | Python | 3 | Simple and ready-to-use tutorials for TensorFlow  | 2019-01-24T08:02:31Z |
| 83 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 9495 | 2867 | Python | 29 | PyTorch Tutorial for Deep Learning Researchers | 2018-12-04T13:33:51Z |
| 84 | [FastPhotoStyle](https://github.com/NVIDIA/FastPhotoStyle) | 9202 | 831 | Python | 27 | Style transfer, deep learning, feature transform | 2018-08-24T01:33:43Z |
| 85 | [locust](https://github.com/locustio/locust) | 9160 | 1326 | Python | 154 | Scalable user load testing tool written in Python | 2019-01-19T04:28:33Z |
| 86 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 9067 | 942 | Python | 25 | :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⭐️ | 2018-12-27T14:46:02Z |
| 87 | [sshuttle](https://github.com/apenwarr/sshuttle) | 8996 | 665 | Python | 22 | Wrong project!  You should head over to http://github.com/sshuttle/sshuttle | 2018-02-15T13:16:12Z |
| 88 | [faceswap](https://github.com/deepfakes/faceswap) | 8923 | 2712 | Python | 9 | Non official project based on original /r/Deepfakes thread. Many thanks to him! | 2019-01-27T01:55:33Z |
| 89 | [zulip](https://github.com/zulip/zulip) | 8903 | 2757 | Python | 1203 | Zulip server - powerful open source team chat | 2019-01-26T23:48:42Z |
| 90 | [neural-doodle](https://github.com/alexjc/neural-doodle) | 8898 | 779 | 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 |
| 91 | [RocAlphaGo](https://github.com/Rochester-NRT/RocAlphaGo) | 8895 | 2490 | 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 |
| 92 | [tflearn](https://github.com/tflearn/tflearn) | 8890 | 2234 | Python | 543 | Deep learning library featuring a higher-level API for TensorFlow. | 2019-01-10T14:15:08Z |
| 93 | [bokeh](https://github.com/bokeh/bokeh) | 8876 | 2363 | Python | 482 | Interactive Web Plotting for Python | 2019-01-26T22:57:01Z |
| 94 | [neural-enhance](https://github.com/alexjc/neural-enhance) | 8835 | 925 | Python | 116 | Super Resolution for images using deep learning. | 2018-01-25T05:01:58Z |
| 95 | [autojump](https://github.com/wting/autojump) | 8821 | 451 | Python | 136 | A cd command that learns - easily navigate directories from the command line | 2018-12-24T05:09:24Z |
| 96 | [cookiecutter](https://github.com/audreyr/cookiecutter) | 8738 | 961 | Python | 207 | A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects. | 2019-01-22T19:11:55Z |
| 97 | [tqdm](https://github.com/tqdm/tqdm) | 8721 | 457 | Python | 151 | A fast, extensible progress bar for Python and CLI | 2019-01-27T00:30:52Z |
| 98 | [kivy](https://github.com/kivy/kivy) | 8680 | 1978 | Python | 692 | Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS | 2019-01-26T17:12:20Z |
| 99 | [Theano](https://github.com/Theano/Theano) | 8664 | 2475 | Python | 643 | 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. | 2019-01-26T04:09:41Z |
| 100 | [matplotlib](https://github.com/matplotlib/matplotlib) | 8608 | 3919 | Python | 1473 | matplotlib: plotting with Python | 2019-01-26T22:44:26Z |