[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) | 59590 | 11576 | Python | 443 | A curated list of awesome Python frameworks, libraries, software and resources | 2019-01-01T18:41:59Z |
| 2 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 54421 | 7780 | Python | 67 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2019-01-06T13:48:25Z |
| 3 | [models](https://github.com/tensorflow/models) | 46787 | 28490 | Python | 1308 | Models and examples built with TensorFlow | 2019-01-04T17:47:48Z |
| 4 | [public-apis](https://github.com/toddmotto/public-apis) | 46009 | 4771 | Python | 6 | A collective list of free APIs for use in software and web development. | 2019-01-06T12:25:40Z |
| 5 | [youtube-dl](https://github.com/rg3/youtube-dl) | 45670 | 7966 | Python | 2601 | Command-line program to download videos from YouTube.com and other video sites | 2019-01-06T21:45:16Z |
| 6 | [flask](https://github.com/pallets/flask) | 41071 | 11814 | Python | 48 | The Python micro framework for building web applications. | 2019-01-07T00:33:27Z |
| 7 | [thefuck](https://github.com/nvbn/thefuck) | 39706 | 1973 | Python | 136 | Magnificent app which corrects your previous console command. | 2019-01-06T14:44:10Z |
| 8 | [httpie](https://github.com/jakubroztocil/httpie) | 38900 | 2579 | 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 | 2019-01-04T08:41:47Z |
| 9 | [django](https://github.com/django/django) | 38671 | 16688 | Python | 186 | The Web framework for perfectionists with deadlines. | 2019-01-06T12:55:28Z |
| 10 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 37413 | 9237 | Python | 2 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2019-01-07T01:06:11Z |
| 11 | [keras](https://github.com/keras-team/keras) | 37125 | 14156 | Python | 2045 | Deep Learning for humans | 2019-01-06T11:30:42Z |
| 12 | [requests](https://github.com/requests/requests) | 36568 | 6696 | Python | 144 | Python HTTP Requests for Humans™ ✨🍰✨ | 2019-01-06T01:32:55Z |
| 13 | [ansible](https://github.com/ansible/ansible) | 34663 | 13930 | Python | 5644 | 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/ | 2019-01-07T01:03:48Z |
| 14 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 32680 | 16089 | Python | 1882 | scikit-learn: machine learning in Python | 2019-01-06T22:39:40Z |
| 15 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 30953 | 1306 | 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) | 30818 | 7416 | Python | 708 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2019-01-04T17:55:21Z |
| 17 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 28146 | 17314 | Python | 384 | None | 2018-12-19T08:58:50Z |
| 18 | [XX-Net](https://github.com/XX-net/XX-Net) | 26103 | 7285 | Python | 7369 | a web proxy tool | 2018-12-24T10:48:37Z |
| 19 | [certbot](https://github.com/certbot/certbot) | 23981 | 2390 | Python | 905 | 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. | 2019-01-06T20:57:37Z |
| 20 | [cpython](https://github.com/python/cpython) | 21744 | 8168 | Python | 978 | The Python programming language | 2019-01-07T03:56:18Z |
| 21 | [you-get](https://github.com/soimort/you-get) | 21587 | 4345 | Python | 308 | :arrow_double_down: Dumb downloader that scrapes the web | 2019-01-02T00:48:03Z |
| 22 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 21218 | 4720 | Python | 69 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2019-01-06T01:56:40Z |
| 23 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 20884 | 2671 | Python | 103 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2019-01-05T10:42:46Z |
| 24 | [home-assistant](https://github.com/home-assistant/home-assistant) | 20322 | 5850 | Python | 1001 | :house_with_garden: Open source home automation that puts local control and privacy first | 2019-01-07T03:38:09Z |
| 25 | [Python](https://github.com/TheAlgorithms/Python) | 20166 | 5577 | Python | 163 | All Algorithms implemented in Python | 2019-01-06T01:12:18Z |
| 26 | [tldr](https://github.com/tldr-pages/tldr) | 19970 | 1491 | Python | 85 | :books: Simplified and community-driven man pages | 2019-01-07T03:58:57Z |
| 27 | [face_recognition](https://github.com/ageitgey/face_recognition) | 19828 | 5031 | Python | 232 | The world's simplest facial recognition api for Python and the command line | 2018-12-20T16:02:02Z |
| 28 | [sentry](https://github.com/getsentry/sentry) | 19345 | 2227 | Python | 777 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2019-01-06T17:12:17Z |
| 29 | [linux-insides](https://github.com/0xAX/linux-insides) | 18788 | 1994 | Python | 22 | A little bit about a linux kernel | 2018-12-31T07:51:30Z |
| 30 | [python-patterns](https://github.com/faif/python-patterns) | 18539 | 4119 | Python | 11 | A collection of design patterns/idioms in Python | 2019-01-05T16:45:23Z |
| 31 | [Detectron](https://github.com/facebookresearch/Detectron) | 18459 | 3819 | Python | 182 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2018-12-26T18:58:14Z |
| 32 | [YouCompleteMe](https://github.com/Valloric/YouCompleteMe) | 18098 | 2047 | Python | 60 | A code-completion engine for Vim | 2019-01-05T23:36:08Z |
| 33 | [pandas](https://github.com/pandas-dev/pandas) | 17666 | 7077 | Python | 2755 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2019-01-07T01:31:24Z |
| 34 | [tornado](https://github.com/tornadoweb/tornado) | 17106 | 4825 | Python | 135 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed. | 2019-01-05T21:17:34Z |
| 35 | [jieba](https://github.com/fxsjy/jieba) | 16731 | 4493 | Python | 447 | 结巴中文分词 | 2018-12-24T06:27:22Z |
| 36 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 16045 | 2275 | 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) | 15251 | 1118 | Python | 218 |  Python Development Workflow for Humans. | 2019-01-05T21:55:13Z |
| 38 | [gym](https://github.com/openai/gym) | 14975 | 3890 | Python | 484 | A toolkit for developing and comparing reinforcement learning algorithms. | 2019-01-05T09:20:23Z |
| 39 | [cheat.sh](https://github.com/chubin/cheat.sh) | 14868 | 691 | Python | 28 | the only cheat sheet you need | 2018-12-23T11:35:03Z |
| 40 | [reddit](https://github.com/reddit-archive/reddit) | 14832 | 2745 | Python | 303 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 41 | [compose](https://github.com/docker/compose) | 14804 | 2253 | Python | 598 | Define and run multi-container applications with Docker | 2019-01-02T18:11:52Z |
| 42 | [localstack](https://github.com/localstack/localstack) | 14728 | 969 | Python | 363 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud apps offline! | 2019-01-06T21:35:55Z |
| 43 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 14644 | 4381 | 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) | 14237 | 3415 | Python | 124 | 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) | 14224 | 984 | Python | 11 | Guide to securing and improving privacy on macOS | 2019-01-03T19:06:43Z |
| 46 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13906 | 4804 | Python | 25 | 微信《跳一跳》Python 辅助 | 2018-08-03T00:44:49Z |
| 47 | [source-code-pro](https://github.com/adobe-fonts/source-code-pro) | 13804 | 1153 | Python | 36 | Monospaced font family for user interface and coding environments | 2018-12-06T05:13:40Z |
| 48 | [algorithms](https://github.com/keon/algorithms) | 13776 | 2440 | Python | 41 | Minimal examples of data structures and algorithms in Python | 2018-12-20T00:41:40Z |
| 49 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 13657 | 1782 | Python | 196 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2019-01-06T16:43:48Z |
| 50 | [ipython](https://github.com/ipython/ipython) | 13253 | 3749 | Python | 1083 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2019-01-06T20:33:01Z |
| 51 | [ZeroNet](https://github.com/HelloZeroNet/ZeroNet) | 13152 | 1716 | Python | 538 | ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network | 2019-01-06T16:08:33Z |
| 52 | [python-fire](https://github.com/google/python-fire) | 13148 | 748 | Python | 54 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2019-01-03T19:23:00Z |
| 53 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 13135 | 2877 | Python | 49 | Automatic SQL injection and database takeover tool | 2019-01-07T01:59:03Z |
| 54 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 12668 | 3869 | Python | 200 | Web APIs for Django. ⚡️ | 2019-01-06T16:25:47Z |
| 55 | [pyspider](https://github.com/binux/pyspider) | 12546 | 3101 | Python | 211 | A Powerful Spider(Web Crawler) System in Python. | 2019-01-05T09:29:42Z |
| 56 | [glances](https://github.com/nicolargo/glances) | 12544 | 853 | Python | 71 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2019-01-05T20:40:51Z |
| 57 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 12541 | 1103 | Python | 25 | A collection of surprising Python snippets and lesser-known features. | 2018-12-16T10:53:40Z |
| 58 | [chinese-poetry](https://github.com/chinese-poetry/chinese-poetry) | 12308 | 1992 | 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。   | 2018-12-14T03:23:08Z |
| 59 | [magenta](https://github.com/tensorflow/magenta) | 11968 | 2298 | Python | 155 | Magenta: Music and Art Generation with Machine Intelligence | 2019-01-05T16:07:09Z |
| 60 | [spaCy](https://github.com/explosion/spaCy) | 11803 | 1965 | Python | 179 | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | 2019-01-06T18:07:51Z |
| 61 | [algo](https://github.com/trailofbits/algo) | 11635 | 988 | Python | 80 | Set up a personal IPSEC VPN in the cloud | 2019-01-06T17:08:09Z |
| 62 | [redash](https://github.com/getredash/redash) | 11354 | 1814 | Python | 433 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2019-01-07T03:22:15Z |
| 63 | [celery](https://github.com/celery/celery) | 11325 | 3051 | Python | 433 | Distributed Task Queue (development branch) | 2019-01-06T20:25:36Z |
| 64 | [bitcoinbook](https://github.com/bitcoinbook/bitcoinbook) | 11275 | 3236 | Python | 101 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2019-01-05T21:17:45Z |
| 65 | [hosts](https://github.com/StevenBlack/hosts) | 11171 | 1003 | Python | 58 | 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.  | 2019-01-06T04:02:41Z |
| 66 | [sanic](https://github.com/huge-success/sanic) | 11065 | 1056 | Python | 125 | Async Python 3.5+ web server that's written to go fast | 2019-01-06T21:53:48Z |
| 67 | [fabric](https://github.com/fabric/fabric) | 10902 | 1677 | Python | 299 | Simple, Pythonic remote execution and deployment. | 2019-01-03T21:59:58Z |
| 68 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 10763 | 1764 | 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 |
| 69 | [material-theme](https://github.com/equinusocio/material-theme) | 10747 | 778 | Python | 4 | Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino | 2018-04-23T13:45:04Z |
| 70 | [luigi](https://github.com/spotify/luigi) | 10721 | 1813 | 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.  | 2019-01-05T14:17:55Z |
| 71 | [bert](https://github.com/google-research/bert) | 10600 | 2019 | Python | 119 | TensorFlow code and pre-trained models for BERT | 2019-01-05T15:27:52Z |
| 72 | [iTerm2-Color-Schemes](https://github.com/mbadolato/iTerm2-Color-Schemes) | 10481 | 2946 | Python | 11 | Over 175 terminal color schemes/themes for iTerm/iTerm2 (with ports to Terminal, Konsole, PuTTY, Xresources, XRDB, Remina, Termite, XFCE, Tilda, and Terminator) | 2019-01-01T02:07:07Z |
| 73 | [airflow](https://github.com/apache/airflow) | 10462 | 3674 | Python | 261 | Apache Airflow | 2019-01-07T03:55:15Z |
| 74 | [Algorithm_Interview_Notes-Chinese](https://github.com/imhuay/Algorithm_Interview_Notes-Chinese) | 10034 | 2887 | 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/luongvo209/Awesome-Linux-Software) | 9977 | 893 | Python | 8 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2019-01-06T17:52:37Z |
| 76 | [pix2code](https://github.com/tonybeltramelli/pix2code) | 9902 | 976 | 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) | 9779 | 1856 | Python | 482 | Automated nginx proxy for Docker containers using docker-gen | 2018-12-27T21:39:24Z |
| 78 | [powerline](https://github.com/powerline/powerline) | 9749 | 769 | Python | 135 | 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) | 9546 | 4033 | Python | 688 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2019-01-04T15:44:10Z |
| 80 | [salt](https://github.com/saltstack/salt) | 9511 | 4444 | Python | 2315 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:  | 2019-01-07T01:36:52Z |
| 81 | [Python](https://github.com/geekcomputers/Python) | 9146 | 5676 | Python | 74 | My Python Examples | 2019-01-06T15:14:54Z |
| 82 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 9127 | 2743 | Python | 29 | PyTorch Tutorial for Deep Learning Researchers | 2018-12-04T13:33:51Z |
| 83 | [FastPhotoStyle](https://github.com/NVIDIA/FastPhotoStyle) | 9122 | 817 | Python | 27 | Style transfer, deep learning, feature transform | 2018-08-24T01:33:43Z |
| 84 | [locust](https://github.com/locustio/locust) | 9014 | 1316 | Python | 149 | Scalable user load testing tool written in Python | 2019-01-04T04:23:01Z |
| 85 | [sshuttle](https://github.com/apenwarr/sshuttle) | 8997 | 668 | Python | 22 | Wrong project!  You should head over to http://github.com/sshuttle/sshuttle | 2018-02-15T13:16:12Z |
| 86 | [RocAlphaGo](https://github.com/Rochester-NRT/RocAlphaGo) | 8889 | 2492 | 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 |
| 87 | [neural-doodle](https://github.com/alexjc/neural-doodle) | 8877 | 780 | 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 |
| 88 | [tflearn](https://github.com/tflearn/tflearn) | 8846 | 2228 | Python | 543 | Deep learning library featuring a higher-level API for TensorFlow. | 2019-01-07T03:33:52Z |
| 89 | [zulip](https://github.com/zulip/zulip) | 8808 | 2705 | Python | 1214 | Zulip server - powerful open source team chat | 2019-01-07T03:20:34Z |
| 90 | [bokeh](https://github.com/bokeh/bokeh) | 8801 | 2354 | Python | 472 | Interactive Web Plotting for Python | 2019-01-05T00:27:51Z |
| 91 | [neural-enhance](https://github.com/alexjc/neural-enhance) | 8770 | 916 | Python | 115 | Super Resolution for images using deep learning. | 2018-01-25T05:01:58Z |
| 92 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 8719 | 905 | Python | 43 | :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 |
| 93 | [TensorFlow-Course](https://github.com/osforscience/TensorFlow-Course) | 8713 | 1388 | Python | 0 | Simple and ready-to-use tutorials for TensorFlow  | 2019-01-03T23:03:45Z |
| 94 | [autojump](https://github.com/wting/autojump) | 8665 | 453 | Python | 133 | A cd command that learns - easily navigate directories from the command line | 2018-12-24T05:09:24Z |
| 95 | [Theano](https://github.com/Theano/Theano) | 8640 | 2459 | Python | 634 | 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. | 2019-01-04T02:13:32Z |
| 96 | [cookiecutter](https://github.com/audreyr/cookiecutter) | 8596 | 939 | Python | 204 | A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects. | 2019-01-06T16:19:07Z |
| 97 | [kivy](https://github.com/kivy/kivy) | 8577 | 1954 | Python | 678 | Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS | 2019-01-05T18:14:56Z |
| 98 | [tqdm](https://github.com/tqdm/tqdm) | 8528 | 446 | Python | 153 | A fast, extensible progress bar for Python and CLI | 2019-01-06T22:03:13Z |
| 99 | [matplotlib](https://github.com/matplotlib/matplotlib) | 8476 | 3888 | Python | 1478 | matplotlib: plotting with Python | 2019-01-07T01:56:32Z |
| 100 | [pelican](https://github.com/getpelican/pelican) | 8462 | 1535 | Python | 149 | Static site generator that supports Markdown and reST syntax. Powered by Python. | 2019-01-05T18:24:22Z |