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) | 61530 | 11942 | Python | 451 | A curated list of awesome Python frameworks, libraries, software and resources | 2019-02-13T11:18:09Z |
| 2 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 57212 | 8300 | Python | 71 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2019-02-11T12:36:54Z |
| 3 | [public-apis](https://github.com/toddmotto/public-apis) | 51112 | 5170 | Python | 26 | A collective list of free APIs for use in software and web development. | 2019-02-15T07:32:34Z |
| 4 | [models](https://github.com/tensorflow/models) | 48358 | 29523 | Python | 1398 | Models and examples built with TensorFlow | 2019-02-15T22:33:55Z |
| 5 | [youtube-dl](https://github.com/rg3/youtube-dl) | 47219 | 8194 | Python | 2661 | Command-line program to download videos from YouTube.com and other video sites | 2019-02-15T18:28:48Z |
| 6 | [flask](https://github.com/pallets/flask) | 41968 | 11938 | Python | 44 | The Python micro framework for building web applications. | 2019-02-12T18:03:51Z |
| 7 | [thefuck](https://github.com/nvbn/thefuck) | 40955 | 2031 | Python | 142 | Magnificent app which corrects your previous console command. | 2019-02-06T21:04:33Z |
| 8 | [httpie](https://github.com/jakubroztocil/httpie) | 39798 | 2614 | Python | 141 | 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) | 39508 | 17033 | Python | 172 | The Web framework for perfectionists with deadlines. | 2019-02-16T03:34:32Z |
| 10 | [keras](https://github.com/keras-team/keras) | 38241 | 14593 | Python | 2134 | Deep Learning for humans | 2019-02-16T00:47:43Z |
| 11 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 38128 | 9410 | Python | 0 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2019-02-14T14:19:40Z |
| 12 | [requests](https://github.com/kennethreitz/requests) | 37191 | 6784 | Python | 149 | Python HTTP Requests for Humans™ ✨🍰✨ | 2019-02-15T04:21:38Z |
| 13 | [ansible](https://github.com/ansible/ansible) | 35387 | 14383 | Python | 5667 | 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/ | 2019-02-16T03:34:56Z |
| 14 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 33358 | 16369 | Python | 1912 | scikit-learn: machine learning in Python | 2019-02-16T03:37:07Z |
| 15 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 32013 | 1336 | Python | 69 | 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) | 31451 | 7491 | Python | 740 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2019-02-16T00:58:35Z |
| 17 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 28694 | 17584 | Python | 404 | None | 2019-02-05T16:38:13Z |
| 18 | [XX-Net](https://github.com/XX-net/XX-Net) | 26502 | 7356 | Python | 7555 | a web proxy tool | 2019-01-29T06:56:19Z |
| 19 | [certbot](https://github.com/certbot/certbot) | 24312 | 2449 | Python | 859 | 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. | 2019-02-16T02:51:23Z |
| 20 | [cpython](https://github.com/python/cpython) | 22420 | 8601 | Python | 1026 | The Python programming language | 2019-02-16T01:11:21Z |
| 21 | [you-get](https://github.com/soimort/you-get) | 22079 | 4409 | Python | 312 | :arrow_double_down: Dumb downloader that scrapes the web | 2019-02-15T15:06:02Z |
| 22 | [Python](https://github.com/TheAlgorithms/Python) | 21753 | 6038 | Python | 151 | All Algorithms implemented in Python | 2019-02-15T16:01:12Z |
| 23 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 21716 | 4846 | 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) | 21373 | 6182 | Python | 1146 | :house_with_garden: Open source home automation that puts local control and privacy first | 2019-02-16T03:53:09Z |
| 25 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 21334 | 2720 | Python | 106 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2019-02-16T00:45:32Z |
| 26 | [face_recognition](https://github.com/ageitgey/face_recognition) | 21018 | 5373 | Python | 256 | The world's simplest facial recognition api for Python and the command line | 2019-02-11T17:10:07Z |
| 27 | [tldr](https://github.com/tldr-pages/tldr) | 20892 | 1558 | Python | 85 | :books: Simplified and community-driven man pages | 2019-02-15T19:49:17Z |
| 28 | [sentry](https://github.com/getsentry/sentry) | 19756 | 2271 | Python | 779 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2019-02-16T03:23:25Z |
| 29 | [Detectron](https://github.com/facebookresearch/Detectron) | 19083 | 3966 | Python | 197 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2019-01-16T04:02:49Z |
| 30 | [python-patterns](https://github.com/faif/python-patterns) | 19058 | 4193 | Python | 12 | A collection of design patterns/idioms in Python | 2019-02-15T10:36:14Z |
| 31 | [linux-insides](https://github.com/0xAX/linux-insides) | 19010 | 2018 | Python | 22 | A little bit about a linux kernel | 2019-02-11T07:35:21Z |
| 32 | [YouCompleteMe](https://github.com/Valloric/YouCompleteMe) | 18354 | 2075 | Python | 48 | A code-completion engine for Vim | 2019-02-15T14:00:27Z |
| 33 | [pandas](https://github.com/pandas-dev/pandas) | 18156 | 7240 | Python | 2938 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2019-02-16T01:38:10Z |
| 34 | [tornado](https://github.com/tornadoweb/tornado) | 17270 | 4848 | Python | 144 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed. | 2019-02-11T04:11:53Z |
| 35 | [jieba](https://github.com/fxsjy/jieba) | 17187 | 4576 | Python | 454 | 结巴中文分词 | 2019-01-29T13:23:49Z |
| 36 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 16350 | 2328 | 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) | 15767 | 1163 | Python | 289 |  Python Development Workflow for Humans. | 2019-02-15T18:22:14Z |
| 38 | [gym](https://github.com/openai/gym) | 15459 | 4023 | Python | 428 | A toolkit for developing and comparing reinforcement learning algorithms. | 2019-02-16T02:39:00Z |
| 39 | [localstack](https://github.com/localstack/localstack) | 15314 | 1012 | Python | 397 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud apps offline! | 2019-02-14T01:32:31Z |
| 40 | [cheat.sh](https://github.com/chubin/cheat.sh) | 15212 | 714 | Python | 32 | the only cheat sheet you need | 2019-02-15T22:39:42Z |
| 41 | [compose](https://github.com/docker/compose) | 15188 | 2317 | Python | 630 | Define and run multi-container applications with Docker | 2019-02-14T13:48:30Z |
| 42 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 14911 | 4469 | 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 |
| 43 | [ItChat](https://github.com/littlecodersh/ItChat) | 14878 | 3514 | 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 |
| 44 | [reddit](https://github.com/reddit-archive/reddit) | 14862 | 2750 | Python | 303 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 45 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 14392 | 994 | Python | 1 | Guide to securing and improving privacy on macOS | 2019-02-11T22:35:59Z |
| 46 | [algorithms](https://github.com/keon/algorithms) | 14153 | 2537 | Python | 43 | Minimal examples of data structures and algorithms in Python | 2019-02-15T16:30:09Z |
| 47 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 14090 | 1830 | Python | 212 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2019-02-13T21:45:18Z |
| 48 | [source-code-pro](https://github.com/adobe-fonts/source-code-pro) | 14020 | 1164 | 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) | 13918 | 4765 | Python | 25 | 微信《跳一跳》Python 辅助 | 2018-08-03T00:44:49Z |
| 50 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 13599 | 1230 | Python | 25 | A collection of surprising Python snippets and lesser-known features. | 2018-12-16T10:53:40Z |
| 51 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 13394 | 2921 | Python | 54 | Automatic SQL injection and database takeover tool | 2019-02-15T16:09:04Z |
| 52 | [ipython](https://github.com/ipython/ipython) | 13358 | 3759 | Python | 1128 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2019-02-08T18:34:20Z |
| 53 | [python-fire](https://github.com/google/python-fire) | 13357 | 762 | Python | 55 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2019-02-15T20:57:56Z |
| 54 | [ZeroNet](https://github.com/HelloZeroNet/ZeroNet) | 13356 | 1739 | Python | 540 | ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network | 2019-02-15T21:22:21Z |
| 55 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 13055 | 3952 | Python | 179 | Web APIs for Django. ⚡️ | 2019-02-15T20:22:04Z |
| 56 | [glances](https://github.com/nicolargo/glances) | 12864 | 870 | Python | 84 | 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) | 12829 | 2114 | 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。   | 2019-02-10T09:23:13Z |
| 58 | [pyspider](https://github.com/binux/pyspider) | 12711 | 3130 | Python | 218 | A Powerful Spider(Web Crawler) System in Python. | 2019-02-14T09:29:21Z |
| 59 | [spaCy](https://github.com/explosion/spaCy) | 12238 | 2048 | Python | 197 | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | 2019-02-15T16:32:32Z |
| 60 | [magenta](https://github.com/tensorflow/magenta) | 12228 | 2358 | Python | 160 | Magenta: Music and Art Generation with Machine Intelligence | 2019-02-15T22:08:08Z |
| 61 | [bert](https://github.com/google-research/bert) | 12086 | 2516 | Python | 191 | TensorFlow code and pre-trained models for BERT | 2019-02-14T23:04:57Z |
| 62 | [algo](https://github.com/trailofbits/algo) | 12075 | 1039 | Python | 65 | Set up a personal IPSEC VPN in the cloud | 2019-02-12T15:06:38Z |
| 63 | [hosts](https://github.com/StevenBlack/hosts) | 11817 | 1033 | Python | 65 | 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.  | 2019-02-13T04:56:12Z |
| 64 | [redash](https://github.com/getredash/redash) | 11712 | 1876 | Python | 437 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2019-02-15T21:55:05Z |
| 65 | [celery](https://github.com/celery/celery) | 11602 | 3109 | Python | 453 | Distributed Task Queue (development branch) | 2019-02-15T23:36:14Z |
| 66 | [bitcoinbook](https://github.com/bitcoinbook/bitcoinbook) | 11440 | 3295 | Python | 109 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2019-02-16T01:00:23Z |
| 67 | [sanic](https://github.com/huge-success/sanic) | 11394 | 1066 | Python | 102 | Async Python 3.5+ web server that's written to go fast | 2019-02-16T00:43:39Z |
| 68 | [airflow](https://github.com/apache/airflow) | 11040 | 3907 | Python | 264 | Apache Airflow | 2019-02-16T03:46:49Z |
| 69 | [fabric](https://github.com/fabric/fabric) | 11003 | 1681 | Python | 318 | Simple, Pythonic remote execution and deployment. | 2019-02-02T17:03:22Z |
| 70 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 11002 | 1840 | 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 |
| 71 | [luigi](https://github.com/spotify/luigi) | 10928 | 1845 | Python | 67 | 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.  | 2019-02-15T07:42:35Z |
| 72 | [iTerm2-Color-Schemes](https://github.com/mbadolato/iTerm2-Color-Schemes) | 10819 | 3059 | Python | 14 | 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) | 10770 | 774 | 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) | 10725 | 3109 | 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 | 2019-02-15T01:05:28Z |
| 75 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 10265 | 4373 | Python | 733 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2019-02-14T10:03:29Z |
| 76 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 10125 | 910 | Python | 12 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2019-02-15T16:18:21Z |
| 77 | [nginx-proxy](https://github.com/jwilder/nginx-proxy) | 10069 | 1912 | Python | 492 | Automated nginx proxy for Docker containers using docker-gen | 2019-02-15T22:45:05Z |
| 78 | [pix2code](https://github.com/tonybeltramelli/pix2code) | 9994 | 996 | Python | 0 | pix2code: Generating Code from a Graphical User Interface Screenshot | 2017-12-13T08:36:56Z |
| 79 | [TensorFlow-Course](https://github.com/machinelearningmindset/TensorFlow-Course) | 9915 | 1672 | Python | 3 | Simple and ready-to-use tutorials for TensorFlow  | 2019-01-24T08:02:31Z |
| 80 | [powerline](https://github.com/powerline/powerline) | 9914 | 775 | Python | 143 | Powerline is a statusline plugin for vim, and provides statuslines and prompts for several other applications, including zsh, bash, tmux, IPython, Awesome and Qtile. | 2019-02-15T11:50:16Z |
| 81 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 9744 | 2938 | Python | 31 | PyTorch Tutorial for Deep Learning Researchers | 2018-12-04T13:33:51Z |
| 82 | [Python](https://github.com/geekcomputers/Python) | 9701 | 5821 | Python | 72 | My Python Examples | 2019-02-03T11:56:49Z |
| 83 | [salt](https://github.com/saltstack/salt) | 9652 | 4483 | Python | 2290 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:  | 2019-02-16T00:32:19Z |
| 84 | [faceswap](https://github.com/deepfakes/faceswap) | 9444 | 2860 | Python | 10 | Non official project based on original /r/Deepfakes thread. Many thanks to him! | 2019-02-14T10:07:42Z |
| 85 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 9322 | 974 | Python | 36 | :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) | 9296 | 1348 | Python | 156 | Scalable user load testing tool written in Python | 2019-02-14T22:14:53Z |
| 87 | [FastPhotoStyle](https://github.com/NVIDIA/FastPhotoStyle) | 9265 | 841 | Python | 28 | Style transfer, deep learning, feature transform | 2018-08-24T01:33:43Z |
| 88 | [zulip](https://github.com/zulip/zulip) | 9016 | 2798 | Python | 1229 | Zulip server - powerful open source team chat | 2019-02-15T22:54:57Z |
| 89 | [sshuttle](https://github.com/apenwarr/sshuttle) | 8991 | 665 | Python | 22 | Wrong project!  You should head over to http://github.com/sshuttle/sshuttle | 2018-02-15T13:16:12Z |
| 90 | [bokeh](https://github.com/bokeh/bokeh) | 8975 | 2401 | Python | 460 | Interactive Web Plotting for Python | 2019-02-14T16:09:42Z |
| 91 | [tflearn](https://github.com/tflearn/tflearn) | 8936 | 2239 | Python | 545 | Deep learning library featuring a higher-level API for TensorFlow. | 2019-01-10T14:15:08Z |
| 92 | [autojump](https://github.com/wting/autojump) | 8936 | 453 | Python | 137 | A cd command that learns - easily navigate directories from the command line | 2019-02-11T21:52:23Z |
| 93 | [tqdm](https://github.com/tqdm/tqdm) | 8928 | 471 | Python | 148 | A fast, extensible progress bar for Python and CLI | 2019-02-14T21:08:22Z |
| 94 | [neural-doodle](https://github.com/alexjc/neural-doodle) | 8915 | 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 |
| 95 | [RocAlphaGo](https://github.com/Rochester-NRT/RocAlphaGo) | 8903 | 2491 | 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 |
| 96 | [neural-enhance](https://github.com/alexjc/neural-enhance) | 8902 | 933 | Python | 116 | Super Resolution for images using deep learning. | 2018-01-25T05:01:58Z |
| 97 | [cookiecutter](https://github.com/audreyr/cookiecutter) | 8870 | 978 | 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 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 8805 | 1331 | 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. | 2019-02-15T19:29:10Z |
| 99 | [kivy](https://github.com/kivy/kivy) | 8768 | 1999 | Python | 678 | Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS | 2019-02-15T21:06:12Z |
| 100 | [matplotlib](https://github.com/matplotlib/matplotlib) | 8701 | 3975 | Python | 1435 | matplotlib: plotting with Python | 2019-02-16T01:17:16Z |