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[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) | 65062 | 12520 | Python | 483 | A curated list of awesome Python frameworks, libraries, software and resources | 2019-04-01T13:56:14Z |
| 2 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 60621 | 8945 | Python | 77 | Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards. | 2019-03-30T23:51:38Z |
| 3 | [public-apis](https://github.com/toddmotto/public-apis) | 54461 | 5599 | Python | 46 | A collective list of free APIs for use in software and web development. | 2019-04-01T12:55:04Z |
| 4 | [models](https://github.com/tensorflow/models) | 50608 | 31051 | Python | 1523 | Models and examples built with TensorFlow | 2019-04-01T23:39:40Z |
| 5 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 48751 | 8466 | Python | 2761 | Command-line program to download videos from YouTube.com and other video sites | 2019-04-01T23:02:41Z |
| 6 | [flask](https://github.com/pallets/flask) | 43004 | 12140 | Python | 54 | The Python micro framework for building web applications. | 2019-03-31T10:36:57Z |
| 7 | [thefuck](https://github.com/nvbn/thefuck) | 42379 | 2108 | Python | 151 | Magnificent app which corrects your previous console command. | 2019-04-01T20:05:59Z |
| 8 | [django](https://github.com/django/django) | 40500 | 17403 | Python | 195 | The Web framework for perfectionists with deadlines. | 2019-04-02T01:37:35Z |
| 9 | [httpie](https://github.com/jakubroztocil/httpie) | 40496 | 2674 | Python | 150 | 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 | 2019-03-14T14:57:32Z |
| 10 | [keras](https://github.com/keras-team/keras) | 39674 | 15104 | Python | 2280 | Deep Learning for humans | 2019-03-30T20:48:43Z |
| 11 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 38985 | 9656 | Python | 6 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2019-03-30T15:56:01Z |
| 12 | [requests](https://github.com/kennethreitz/requests) | 37905 | 6900 | Python | 187 | Python HTTP Requests for Humans™ ✨🍰✨ | 2019-03-29T10:58:22Z |
| 13 | [ansible](https://github.com/ansible/ansible) | 36235 | 14951 | Python | 5522 | 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/ | 2019-04-02T03:48:31Z |
| 14 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 34209 | 16746 | Python | 1929 | scikit-learn: machine learning in Python | 2019-04-02T03:55:09Z |
| 15 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 32272 | 1360 | Python | 71 | 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. | 2019-03-03T04:08:47Z |
| 16 | [scrapy](https://github.com/scrapy/scrapy) | 32114 | 7602 | Python | 772 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2019-04-01T20:10:11Z |
| 17 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 29347 | 17864 | Python | 425 | None | 2019-02-05T16:38:13Z |
| 18 | [XX-Net](https://github.com/XX-net/XX-Net) | 27028 | 7436 | Python | 7716 | a web proxy tool | 2019-03-24T15:34:44Z |
| 19 | [certbot](https://github.com/certbot/certbot) | 24713 | 2501 | Python | 790 | 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. | 2019-04-02T03:07:57Z |
| 20 | [Python](https://github.com/TheAlgorithms/Python) | 24194 | 6764 | Python | 159 | All Algorithms implemented in Python | 2019-03-28T20:31:40Z |
| 21 | [cpython](https://github.com/python/cpython) | 23354 | 9230 | Python | 1016 | The Python programming language | 2019-04-02T02:54:38Z |
| 22 | [you-get](https://github.com/soimort/you-get) | 22868 | 4543 | Python | 312 | :arrow_double_down: Dumb downloader that scrapes the web | 2019-03-29T14:04:15Z |
| 23 | [face_recognition](https://github.com/ageitgey/face_recognition) | 22495 | 5853 | Python | 289 | The world's simplest facial recognition api for Python and the command line | 2019-03-19T15:14:34Z |
| 24 | [home-assistant](https://github.com/home-assistant/home-assistant) | 22483 | 6503 | Python | 1077 | :house_with_garden: Open source home automation that puts local control and privacy first | 2019-04-02T03:57:26Z |
| 25 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 22273 | 5019 | Python | 71 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2019-01-31T12:46:18Z |
| 26 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 21906 | 2797 | Python | 112 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2019-04-01T15:55:11Z |
| 27 | [tldr](https://github.com/tldr-pages/tldr) | 21761 | 1614 | Python | 76 | :books: Simplified and community-driven man pages | 2019-04-01T22:40:19Z |
| 28 | [Algorithm_Interview_Notes-Chinese](https://github.com/imhuay/Algorithm_Interview_Notes-Chinese) | 20744 | 6171 | Python | 23 | 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 | 2019-03-25T03:55:30Z |
| 29 | [sentry](https://github.com/getsentry/sentry) | 20327 | 2332 | Python | 822 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2019-04-02T02:41:20Z |
| 30 | [python-patterns](https://github.com/faif/python-patterns) | 19940 | 4349 | Python | 10 | A collection of design patterns/idioms in Python | 2019-03-14T19:17:20Z |
| 31 | [Detectron](https://github.com/facebookresearch/Detectron) | 19759 | 4147 | Python | 210 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2019-04-01T15:48:44Z |
| 32 | [linux-insides](https://github.com/0xAX/linux-insides) | 19450 | 2060 | Python | 22 | A little bit about a linux kernel | 2019-03-29T11:39:25Z |
| 33 | [pandas](https://github.com/pandas-dev/pandas) | 18793 | 7477 | Python | 2988 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2019-04-02T03:36:24Z |
| 34 | [YouCompleteMe](https://github.com/Valloric/YouCompleteMe) | 18707 | 2104 | Python | 48 | A code-completion engine for Vim | 2019-03-22T13:20:41Z |
| 35 | [jieba](https://github.com/fxsjy/jieba) | 17890 | 4717 | Python | 463 | 结巴中文分词 | 2019-01-29T13:23:49Z |
| 36 | [tornado](https://github.com/tornadoweb/tornado) | 17502 | 4884 | Python | 152 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed. | 2019-03-23T19:42:58Z |
| 37 | [faceswap](https://github.com/deepfakes/faceswap) | 16951 | 5620 | Python | 18 | Non official project based on original /r/Deepfakes thread. Many thanks to him! | 2019-04-02T02:45:27Z |
| 38 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 16718 | 2397 | Python | 41 | 120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards. | 2019-02-09T14:20:30Z |
| 39 | [pipenv](https://github.com/pypa/pipenv) | 16381 | 1198 | Python | 281 | Python Development Workflow for Humans. | 2019-04-01T23:27:02Z |
| 40 | [gym](https://github.com/openai/gym) | 16116 | 4256 | Python | 282 | A toolkit for developing and comparing reinforcement learning algorithms. | 2019-03-29T22:06:37Z |
| 41 | [localstack](https://github.com/localstack/localstack) | 16039 | 1085 | Python | 374 | 💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2019-04-01T19:45:41Z |
| 42 | [compose](https://github.com/docker/compose) | 15652 | 2396 | Python | 519 | Define and run multi-container applications with Docker | 2019-04-01T13:37:01Z |
| 43 | [ItChat](https://github.com/littlecodersh/ItChat) | 15630 | 3655 | Python | 151 | 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 | [cheat.sh](https://github.com/chubin/cheat.sh) | 15539 | 734 | Python | 36 | the only cheat sheet you need | 2019-03-28T14:24:55Z |
| 45 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 15251 | 4598 | 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 |
| 46 | [reddit](https://github.com/reddit-archive/reddit) | 14930 | 2753 | Python | 303 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 47 | [algorithms](https://github.com/keon/algorithms) | 14590 | 2654 | Python | 48 | Minimal examples of data structures and algorithms in Python | 2019-03-30T17:44:41Z |
| 48 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 14563 | 1004 | Python | 3 | Guide to securing and improving privacy on macOS | 2019-03-29T04:41:05Z |
| 49 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 14543 | 1892 | Python | 237 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2019-03-30T09:51:33Z |
| 50 | [source-code-pro](https://github.com/adobe-fonts/source-code-pro) | 14245 | 1189 | Python | 37 | Monospaced font family for user interface and coding environments | 2019-03-28T00:25:21Z |
| 51 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 14175 | 1296 | Python | 30 | A collection of surprising Python snippets and lesser-known features. | 2019-03-31T13:38:20Z |
| 52 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13896 | 4718 | Python | 25 | 微信《跳一跳》Python 辅助 | 2018-08-03T00:44:49Z |
| 53 | [python-fire](https://github.com/google/python-fire) | 13765 | 797 | Python | 55 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2019-03-29T07:57:43Z |
| 54 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 13761 | 2994 | Python | 53 | Automatic SQL injection and database takeover tool | 2019-04-01T07:48:54Z |
| 55 | [bert](https://github.com/google-research/bert) | 13628 | 3040 | Python | 263 | TensorFlow code and pre-trained models for BERT | 2019-03-29T14:15:19Z |
| 56 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 13562 | 4076 | Python | 188 | Web APIs for Django. ⚡️ | 2019-04-01T14:30:27Z |
| 57 | [ZeroNet](https://github.com/HelloZeroNet/ZeroNet) | 13541 | 1754 | Python | 557 | ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network | 2019-03-31T23:15:59Z |
| 58 | [ipython](https://github.com/ipython/ipython) | 13455 | 3783 | Python | 1141 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2019-03-31T23:14:16Z |
| 59 | [chinese-poetry](https://github.com/chinese-poetry/chinese-poetry) | 13349 | 2233 | 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。 | 2019-03-27T03:11:40Z |
| 60 | [glances](https://github.com/nicolargo/glances) | 13149 | 890 | Python | 106 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2019-03-31T19:05:56Z |
| 61 | [pyspider](https://github.com/binux/pyspider) | 12917 | 3172 | Python | 224 | A Powerful Spider(Web Crawler) System in Python. | 2019-03-29T10:04:04Z |
| 62 | [magenta](https://github.com/tensorflow/magenta) | 12789 | 2470 | Python | 179 | Magenta: Music and Art Generation with Machine Intelligence | 2019-04-02T02:18:25Z |
| 63 | [spaCy](https://github.com/explosion/spaCy) | 12753 | 2152 | Python | 105 | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | 2019-04-01T14:25:20Z |
| 64 | [algo](https://github.com/trailofbits/algo) | 12750 | 1103 | Python | 45 | Set up a personal IPSEC VPN in the cloud | 2019-03-30T05:36:58Z |
| 65 | [hosts](https://github.com/StevenBlack/hosts) | 12199 | 1073 | Python | 53 | 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. | 2019-03-30T14:16:08Z |
| 66 | [redash](https://github.com/getredash/redash) | 12160 | 1979 | Python | 445 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2019-04-01T15:39:14Z |
| 67 | [celery](https://github.com/celery/celery) | 11988 | 3166 | Python | 461 | Distributed Task Queue (development branch) | 2019-04-01T17:34:33Z |
| 68 | [sanic](https://github.com/huge-success/sanic) | 11730 | 1097 | Python | 97 | Async Python 3.5+ web server that's written to go fast | 2019-03-29T15:34:14Z |
| 69 | [airflow](https://github.com/apache/airflow) | 11684 | 4156 | Python | 308 | Apache Airflow | 2019-04-02T02:27:55Z |
| 70 | [bitcoinbook](https://github.com/bitcoinbook/bitcoinbook) | 11624 | 3362 | Python | 111 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2019-03-15T01:58:24Z |
| 71 | [iTerm2-Color-Schemes](https://github.com/mbadolato/iTerm2-Color-Schemes) | 11510 | 3238 | 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, Terminator, Kitty, and MobaXterm) | 2019-03-26T08:13:01Z |
| 72 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 11239 | 1922 | Python | 11 | 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 |
| 73 | [luigi](https://github.com/spotify/luigi) | 11222 | 1885 | Python | 54 | 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. | 2019-04-01T09:38:22Z |
| 74 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 11151 | 4791 | Python | 825 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2019-04-01T18:09:01Z |
| 75 | [fabric](https://github.com/fabric/fabric) | 11106 | 1705 | Python | 323 | Simple, Pythonic remote execution and deployment. | 2019-03-10T05:50:51Z |
| 76 | [TensorFlow-Course](https://github.com/machinelearningmindset/TensorFlow-Course) | 10917 | 1943 | Python | 3 | Simple and ready-to-use tutorials for TensorFlow | 2019-02-19T21:32:11Z |
| 77 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 10870 | 1163 | Python | 28 | :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⭐️ | 2019-03-28T09:12:09Z |
| 78 | [material-theme](https://github.com/equinusocio/material-theme) | 10818 | 780 | Python | 3 | Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino | 2019-03-20T10:51:26Z |
| 79 | [Python](https://github.com/geekcomputers/Python) | 10622 | 6128 | Python | 74 | My Python Examples | 2019-03-30T11:35:04Z |
| 80 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 10619 | 3198 | Python | 37 | PyTorch Tutorial for Deep Learning Researchers | 2019-03-13T16:25:00Z |
| 81 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 10533 | 964 | Python | 10 | A list of awesome applications, software, tools and other materials for Linux distros. | 2019-04-01T11:45:52Z |
| 82 | [nginx-proxy](https://github.com/jwilder/nginx-proxy) | 10406 | 1956 | Python | 507 | Automated nginx proxy for Docker containers using docker-gen | 2019-03-28T16:52:27Z |
| 83 | [powerline](https://github.com/powerline/powerline) | 10119 | 790 | Python | 155 | Powerline is a statusline plugin for vim, and provides statuslines and prompts for several other applications, including zsh, bash, tmux, IPython, Awesome and Qtile. | 2019-03-31T15:48:32Z |
| 84 | [pix2code](https://github.com/tonybeltramelli/pix2code) | 10109 | 1015 | Python | 0 | pix2code: Generating Code from a Graphical User Interface Screenshot | 2017-12-13T08:36:56Z |
| 85 | [salt](https://github.com/saltstack/salt) | 9779 | 4519 | Python | 2439 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here: | 2019-04-02T02:27:15Z |
| 86 | [locust](https://github.com/locustio/locust) | 9717 | 1398 | Python | 161 | Scalable user load testing tool written in Python | 2019-03-19T01:09:08Z |
| 87 | [awesome-algorithm](https://github.com/apachecn/awesome-algorithm) | 9668 | 1853 | Python | 4 | 结构化算法刷题训练指南 (希望大家支持一下！) | 2019-03-31T08:00:33Z |
| 88 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 9662 | 1509 | Python | 12 | 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. | 2019-03-30T11:00:18Z |
| 89 | [tqdm](https://github.com/tqdm/tqdm) | 9566 | 504 | Python | 174 | A fast, extensible progress bar for Python and CLI | 2019-03-21T14:05:56Z |
| 90 | [zulip](https://github.com/zulip/zulip) | 9528 | 2953 | Python | 1308 | Zulip server - powerful open source team chat | 2019-04-02T00:48:48Z |
| 91 | [FastPhotoStyle](https://github.com/NVIDIA/FastPhotoStyle) | 9463 | 891 | Python | 32 | Style transfer, deep learning, feature transform | 2019-03-24T13:43:35Z |
| 92 | [AiLearning](https://github.com/apachecn/AiLearning) | 9332 | 3607 | Python | 23 | AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP | 2019-03-25T10:19:45Z |
| 93 | [bokeh](https://github.com/bokeh/bokeh) | 9231 | 2466 | Python | 392 | Interactive Web Plotting for Python | 2019-04-02T00:36:34Z |
| 94 | [autojump](https://github.com/wting/autojump) | 9196 | 468 | Python | 143 | A cd command that learns - easily navigate directories from the command line | 2019-03-21T07:27:20Z |
| 95 | [cookiecutter](https://github.com/audreyr/cookiecutter) | 9181 | 1009 | Python | 223 | A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects. | 2019-03-30T17:35:39Z |
| 96 | [neural-enhance](https://github.com/alexjc/neural-enhance) | 9065 | 963 | Python | 117 | Super Resolution for images using deep learning. | 2018-01-25T05:01:58Z |
| 97 | [neural-doodle](https://github.com/alexjc/neural-doodle) | 9049 | 803 | Python | 47 | 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 |
| 98 | [tflearn](https://github.com/tflearn/tflearn) | 9002 | 2265 | Python | 550 | Deep learning library featuring a higher-level API for TensorFlow. | 2019-02-27T19:26:49Z |
| 99 | [sshuttle](https://github.com/apenwarr/sshuttle) | 8995 | 665 | Python | 22 | Wrong project! You should head over to http://github.com/sshuttle/sshuttle | 2018-02-15T13:16:12Z |
| 100 | [kivy](https://github.com/kivy/kivy) | 8994 | 2041 | Python | 662 | Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS | 2019-04-01T15:38:39Z |
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