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) | 60410 | 11720 | Python | 445 | A curated list of awesome Python frameworks, libraries, software and resources | 2019-01-22T03:24:40Z |
| 2 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 55222 | 7966 | Python | 67 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2019-01-20T19:59:43Z |
| 3 | [models](https://github.com/tensorflow/models) | 47493 | 28936 | Python | 1337 | Models and examples built with TensorFlow | 2019-01-21T21:53:39Z |
| 4 | [public-apis](https://github.com/toddmotto/public-apis) | 46609 | 4835 | 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) | 46363 | 8053 | Python | 2618 | Command-line program to download videos from YouTube.com and other video sites | 2019-01-21T20:05:21Z |
| 6 | [flask](https://github.com/pallets/flask) | 41407 | 11840 | Python | 42 | The Python micro framework for building web applications. | 2019-01-19T02:08:19Z |
| 7 | [thefuck](https://github.com/nvbn/thefuck) | 40082 | 1987 | Python | 139 | Magnificent app which corrects your previous console command. | 2019-01-20T06:02:28Z |
| 8 | [httpie](https://github.com/jakubroztocil/httpie) | 39409 | 2595 | Python | 142 | 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) | 39004 | 16808 | Python | 177 | The Web framework for perfectionists with deadlines. | 2019-01-21T22:29:47Z |
| 10 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 37724 | 9305 | Python | 0 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2019-01-21T18:24:31Z |
| 11 | [keras](https://github.com/keras-team/keras) | 37580 | 14330 | Python | 2075 | Deep Learning for humans | 2019-01-22T02:38:37Z |
| 12 | [requests](https://github.com/requests/requests) | 36792 | 6728 | Python | 153 | Python HTTP Requests for Humans™ ✨🍰✨ | 2019-01-21T20:20:00Z |
| 13 | [ansible](https://github.com/ansible/ansible) | 34926 | 14073 | Python | 5587 | 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/ | 2019-01-22T03:35:26Z |
| 14 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 32930 | 16190 | Python | 1886 | scikit-learn: machine learning in Python | 2019-01-22T03:40:34Z |
| 15 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 31213 | 1308 | 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) | 31090 | 7441 | Python | 726 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2019-01-21T15:30:31Z |
| 17 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 28322 | 17411 | Python | 388 | None | 2019-01-21T14:22:43Z |
| 18 | [XX-Net](https://github.com/XX-net/XX-Net) | 26269 | 7320 | Python | 7485 | a web proxy tool | 2019-01-14T04:43:14Z |
| 19 | [certbot](https://github.com/certbot/certbot) | 24114 | 2414 | Python | 884 | 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. | 2019-01-21T22:22:48Z |
| 20 | [cpython](https://github.com/python/cpython) | 21982 | 8324 | Python | 993 | The Python programming language | 2019-01-22T03:28:18Z |
| 21 | [you-get](https://github.com/soimort/you-get) | 21783 | 4369 | Python | 309 | :arrow_double_down: Dumb downloader that scrapes the web | 2019-01-21T14:58:38Z |
| 22 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 21444 | 4777 | 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) | 21087 | 2692 | 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) | 20775 | 5760 | Python | 159 | All Algorithms implemented in Python | 2019-01-19T20:49:07Z |
| 25 | [home-assistant](https://github.com/home-assistant/home-assistant) | 20769 | 5998 | Python | 1078 | :house_with_garden: Open source home automation that puts local control and privacy first | 2019-01-22T03:33:54Z |
| 26 | [tldr](https://github.com/tldr-pages/tldr) | 20320 | 1513 | Python | 92 | :books: Simplified and community-driven man pages | 2019-01-21T17:35:00Z |
| 27 | [face_recognition](https://github.com/ageitgey/face_recognition) | 20297 | 5172 | Python | 236 | 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) | 19505 | 2250 | Python | 778 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2019-01-22T02:33:58Z |
| 29 | [linux-insides](https://github.com/0xAX/linux-insides) | 18871 | 2003 | Python | 22 | A little bit about a linux kernel | 2019-01-19T07:45:43Z |
| 30 | [Detectron](https://github.com/facebookresearch/Detectron) | 18772 | 3877 | Python | 190 | 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) | 18753 | 4158 | Python | 9 | A collection of design patterns/idioms in Python | 2019-01-17T20:12:46Z |
| 32 | [YouCompleteMe](https://github.com/Valloric/YouCompleteMe) | 18216 | 2059 | Python | 54 | A code-completion engine for Vim | 2019-01-20T14:20:06Z |
| 33 | [pandas](https://github.com/pandas-dev/pandas) | 17828 | 7128 | Python | 2794 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2019-01-22T03:42:55Z |
| 34 | [tornado](https://github.com/tornadoweb/tornado) | 17186 | 4822 | Python | 136 | 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) | 16960 | 4539 | Python | 448 | 结巴中文分词 | 2018-12-24T06:27:22Z |
| 36 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 16147 | 2293 | 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) | 15442 | 1127 | Python | 233 |  Python Development Workflow for Humans. | 2019-01-22T02:26:21Z |
| 38 | [gym](https://github.com/openai/gym) | 15146 | 3938 | 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) | 15011 | 699 | Python | 29 | the only cheat sheet you need | 2019-01-17T12:05:37Z |
| 40 | [compose](https://github.com/docker/compose) | 14984 | 2280 | Python | 599 | Define and run multi-container applications with Docker | 2019-01-21T11:01:33Z |
| 41 | [localstack](https://github.com/localstack/localstack) | 14930 | 992 | Python | 374 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud apps offline! | 2019-01-18T09:42:40Z |
| 42 | [reddit](https://github.com/reddit-archive/reddit) | 14845 | 2749 | 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) | 14743 | 4408 | 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) | 14503 | 3458 | Python | 130 | 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) | 14279 | 983 | Python | 1 | Guide to securing and improving privacy on macOS | 2019-01-19T16:50:18Z |
| 46 | [algorithms](https://github.com/keon/algorithms) | 13915 | 2485 | Python | 45 | Minimal examples of data structures and algorithms in Python | 2019-01-21T15:22:32Z |
| 47 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13899 | 4781 | Python | 25 | 微信《跳一跳》Python 辅助 | 2018-08-03T00:44:49Z |
| 48 | [source-code-pro](https://github.com/adobe-fonts/source-code-pro) | 13895 | 1159 | Python | 38 | Monospaced font family for user interface and coding environments | 2019-01-18T01:19:18Z |
| 49 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 13843 | 1804 | Python | 198 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2019-01-21T19:49:17Z |
| 50 | [ipython](https://github.com/ipython/ipython) | 13290 | 3757 | Python | 1104 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2019-01-22T01:54:56Z |
| 51 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 13245 | 2898 | Python | 52 | Automatic SQL injection and database takeover tool | 2019-01-22T02:14:33Z |
| 52 | [ZeroNet](https://github.com/HelloZeroNet/ZeroNet) | 13240 | 1716 | Python | 527 | ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network | 2019-01-21T13:01:29Z |
| 53 | [python-fire](https://github.com/google/python-fire) | 13226 | 757 | Python | 54 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2019-01-03T19:23:00Z |
| 54 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 13132 | 1175 | Python | 25 | A collection of surprising Python snippets and lesser-known features. | 2018-12-16T10:53:40Z |
| 55 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 12822 | 3910 | Python | 182 | Web APIs for Django. ⚡️ | 2019-01-21T20:06:04Z |
| 56 | [glances](https://github.com/nicolargo/glances) | 12679 | 859 | Python | 74 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2019-01-20T09:56:46Z |
| 57 | [pyspider](https://github.com/binux/pyspider) | 12615 | 3107 | Python | 213 | A Powerful Spider(Web Crawler) System in Python. | 2019-01-16T09:06:28Z |
| 58 | [chinese-poetry](https://github.com/chinese-poetry/chinese-poetry) | 12478 | 2044 | 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。   | 2019-01-21T10:28:15Z |
| 59 | [magenta](https://github.com/tensorflow/magenta) | 12098 | 2315 | Python | 155 | Magenta: Music and Art Generation with Machine Intelligence | 2019-01-18T22:11:32Z |
| 60 | [spaCy](https://github.com/explosion/spaCy) | 11971 | 1994 | Python | 184 | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | 2019-01-21T17:33:19Z |
| 61 | [algo](https://github.com/trailofbits/algo) | 11828 | 1001 | Python | 76 | Set up a personal IPSEC VPN in the cloud | 2019-01-19T04:39:13Z |
| 62 | [redash](https://github.com/getredash/redash) | 11470 | 1834 | Python | 434 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2019-01-22T02:01:10Z |
| 63 | [celery](https://github.com/celery/celery) | 11445 | 3066 | Python | 445 | Distributed Task Queue (development branch) | 2019-01-21T20:32:05Z |
| 64 | [bitcoinbook](https://github.com/bitcoinbook/bitcoinbook) | 11327 | 3260 | Python | 103 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2019-01-07T07:45:56Z |
| 65 | [bert](https://github.com/google-research/bert) | 11318 | 2246 | Python | 155 | TensorFlow code and pre-trained models for BERT | 2019-01-19T02:41:38Z |
| 66 | [hosts](https://github.com/StevenBlack/hosts) | 11313 | 1012 | Python | 62 | 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.  | 2019-01-14T04:05:36Z |
| 67 | [sanic](https://github.com/huge-success/sanic) | 11187 | 1060 | Python | 130 | Async Python 3.5+ web server that's written to go fast | 2019-01-21T02:50:19Z |
| 68 | [fabric](https://github.com/fabric/fabric) | 10949 | 1681 | Python | 306 | Simple, Pythonic remote execution and deployment. | 2019-01-16T22:26:47Z |
| 69 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 10867 | 1798 | Python | 11 | 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. | 2018-11-02T07:45:47Z |
| 70 | [luigi](https://github.com/spotify/luigi) | 10795 | 1825 | Python | 56 | 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.  | 2019-01-22T02:02:17Z |
| 71 | [material-theme](https://github.com/equinusocio/material-theme) | 10760 | 776 | Python | 4 | Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino | 2018-04-23T13:45:04Z |
| 72 | [airflow](https://github.com/apache/airflow) | 10748 | 3773 | Python | 250 | Apache Airflow | 2019-01-22T03:19:58Z |
| 73 | [iTerm2-Color-Schemes](https://github.com/mbadolato/iTerm2-Color-Schemes) | 10598 | 2984 | 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) | 2019-01-21T18:27:29Z |
| 74 | [Algorithm_Interview_Notes-Chinese](https://github.com/imhuay/Algorithm_Interview_Notes-Chinese) | 10346 | 2992 | 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) | 10036 | 906 | Python | 9 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2019-01-21T19:17:01Z |
| 76 | [pix2code](https://github.com/tonybeltramelli/pix2code) | 9934 | 979 | Python | 0 | pix2code: Generating Code from a Graphical User Interface Screenshot | 2017-12-13T08:36:56Z |
| 77 | [nginx-proxy](https://github.com/jwilder/nginx-proxy) | 9881 | 1873 | Python | 483 | Automated nginx proxy for Docker containers using docker-gen | 2019-01-19T15:37:36Z |
| 78 | [powerline](https://github.com/powerline/powerline) | 9815 | 772 | Python | 137 | 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 |
| 79 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 9784 | 4178 | Python | 718 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2019-01-22T03:11:09Z |
| 80 | [salt](https://github.com/saltstack/salt) | 9560 | 4455 | Python | 2367 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:  | 2019-01-21T22:59:39Z |
| 81 | [Python](https://github.com/geekcomputers/Python) | 9450 | 5763 | Python | 70 | My Python Examples | 2019-01-21T12:40:18Z |
| 82 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 9427 | 2836 | Python | 29 | PyTorch Tutorial for Deep Learning Researchers | 2018-12-04T13:33:51Z |
| 83 | [TensorFlow-Course](https://github.com/osforscience/TensorFlow-Course) | 9339 | 1534 | Python | 1 | Simple and ready-to-use tutorials for TensorFlow  | 2019-01-03T23:03:45Z |
| 84 | [FastPhotoStyle](https://github.com/NVIDIA/FastPhotoStyle) | 9188 | 829 | Python | 27 | Style transfer, deep learning, feature transform | 2018-08-24T01:33:43Z |
| 85 | [locust](https://github.com/locustio/locust) | 9120 | 1319 | Python | 152 | Scalable user load testing tool written in Python | 2019-01-19T04:28:33Z |
| 86 | [sshuttle](https://github.com/apenwarr/sshuttle) | 8995 | 666 | Python | 22 | Wrong project!  You should head over to http://github.com/sshuttle/sshuttle | 2018-02-15T13:16:12Z |
| 87 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 8990 | 940 | Python | 50 | :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 |
| 88 | [neural-doodle](https://github.com/alexjc/neural-doodle) | 8895 | 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 |
| 89 | [RocAlphaGo](https://github.com/Rochester-NRT/RocAlphaGo) | 8893 | 2489 | 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 |
| 90 | [zulip](https://github.com/zulip/zulip) | 8891 | 2749 | Python | 1217 | Zulip server - powerful open source team chat | 2019-01-22T02:37:22Z |
| 91 | [tflearn](https://github.com/tflearn/tflearn) | 8883 | 2234 | Python | 542 | Deep learning library featuring a higher-level API for TensorFlow. | 2019-01-10T14:15:08Z |
| 92 | [bokeh](https://github.com/bokeh/bokeh) | 8861 | 2363 | Python | 478 | Interactive Web Plotting for Python | 2019-01-21T13:58:15Z |
| 93 | [faceswap](https://github.com/deepfakes/faceswap) | 8826 | 2681 | Python | 8 | Non official project based on original /r/Deepfakes thread. Many thanks to him! | 2019-01-22T00:45:48Z |
| 94 | [neural-enhance](https://github.com/alexjc/neural-enhance) | 8822 | 924 | Python | 116 | Super Resolution for images using deep learning. | 2018-01-25T05:01:58Z |
| 95 | [autojump](https://github.com/wting/autojump) | 8796 | 451 | Python | 135 | A cd command that learns - easily navigate directories from the command line | 2018-12-24T05:09:24Z |
| 96 | [cookiecutter](https://github.com/audreyr/cookiecutter) | 8698 | 954 | Python | 206 | A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects. | 2019-01-21T07:05:45Z |
| 97 | [tqdm](https://github.com/tqdm/tqdm) | 8663 | 454 | Python | 155 | A fast, extensible progress bar for Python and CLI | 2019-01-21T01:17:43Z |
| 98 | [kivy](https://github.com/kivy/kivy) | 8662 | 1970 | Python | 688 | Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS | 2019-01-20T16:54:47Z |
| 99 | [Theano](https://github.com/Theano/Theano) | 8659 | 2470 | Python | 639 | 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. | 2019-01-17T16:43:52Z |
| 100 | [matplotlib](https://github.com/matplotlib/matplotlib) | 8586 | 3911 | Python | 1459 | matplotlib: plotting with Python | 2019-01-22T02:29:28Z |