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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) | 64698 | 12446 | Python | 481 | A curated list of awesome Python frameworks, libraries, software and resources | 2019-03-24T07:06:17Z |
| 2 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 60172 | 8847 | Python | 76 | Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards. | 2019-03-22T13:42:22Z |
| 3 | [public-apis](https://github.com/toddmotto/public-apis) | 54056 | 5522 | Python | 41 | A collective list of free APIs for use in software and web development. | 2019-03-26T07:49:18Z |
| 4 | [models](https://github.com/tensorflow/models) | 50318 | 30851 | Python | 1495 | Models and examples built with TensorFlow | 2019-03-27T03:25:15Z |
| 5 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 48566 | 8427 | Python | 2742 | Command-line program to download videos from YouTube.com and other video sites | 2019-03-27T00:30:11Z |
| 6 | [flask](https://github.com/pallets/flask) | 42864 | 12107 | Python | 53 | The Python micro framework for building web applications. | 2019-03-23T23:11:41Z |
| 7 | [thefuck](https://github.com/nvbn/thefuck) | 42179 | 2098 | Python | 149 | Magnificent app which corrects your previous console command. | 2019-03-26T10:28:53Z |
| 8 | [httpie](https://github.com/jakubroztocil/httpie) | 40398 | 2664 | 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 |
| 9 | [django](https://github.com/django/django) | 40368 | 17358 | Python | 194 | The Web framework for perfectionists with deadlines. | 2019-03-27T01:44:10Z |
| 10 | [keras](https://github.com/keras-team/keras) | 39460 | 15013 | Python | 2248 | Deep Learning for humans | 2019-03-26T21:51:30Z |
| 11 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 38804 | 9610 | Python | 3 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2019-03-25T12:20:50Z |
| 12 | [requests](https://github.com/kennethreitz/requests) | 37810 | 6887 | Python | 182 | Python HTTP Requests for Humans™ ✨🍰✨ | 2019-03-26T15:24:55Z |
| 13 | [ansible](https://github.com/ansible/ansible) | 36115 | 14870 | Python | 5558 | 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/ | 2019-03-27T03:59:40Z |
| 14 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 34061 | 16692 | Python | 1924 | scikit-learn: machine learning in Python | 2019-03-26T22:42:20Z |
| 15 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 32238 | 1356 | 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) | 32021 | 7585 | Python | 769 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2019-03-26T19:15:54Z |
| 17 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 29250 | 17836 | Python | 426 | None | 2019-02-05T16:38:13Z |
| 18 | [XX-Net](https://github.com/XX-net/XX-Net) | 26970 | 7433 | Python | 7699 | a web proxy tool | 2019-03-24T15:34:44Z |
| 19 | [certbot](https://github.com/certbot/certbot) | 24663 | 2496 | Python | 809 | 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. | 2019-03-27T01:26:39Z |
| 20 | [Python](https://github.com/TheAlgorithms/Python) | 23928 | 6695 | Python | 163 | All Algorithms implemented in Python | 2019-03-24T18:48:48Z |
| 21 | [cpython](https://github.com/python/cpython) | 23204 | 9138 | Python | 1035 | The Python programming language | 2019-03-27T02:27:22Z |
| 22 | [you-get](https://github.com/soimort/you-get) | 22671 | 4516 | Python | 311 | :arrow_double_down: Dumb downloader that scrapes the web | 2019-03-25T14:35:12Z |
| 23 | [home-assistant](https://github.com/home-assistant/home-assistant) | 22343 | 6456 | Python | 1041 | :house_with_garden: Open source home automation that puts local control and privacy first | 2019-03-27T03:19:23Z |
| 24 | [face_recognition](https://github.com/ageitgey/face_recognition) | 22239 | 5791 | Python | 286 | The world's simplest facial recognition api for Python and the command line | 2019-03-19T15:14:34Z |
| 25 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 22209 | 5003 | 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) | 21846 | 2791 | Python | 111 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2019-03-26T22:47:43Z |
| 27 | [tldr](https://github.com/tldr-pages/tldr) | 21652 | 1613 | Python | 76 | :books: Simplified and community-driven man pages | 2019-03-26T23:49:15Z |
| 28 | [Algorithm_Interview_Notes-Chinese](https://github.com/imhuay/Algorithm_Interview_Notes-Chinese) | 20374 | 6050 | Python | 20 | 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) | 20248 | 2328 | Python | 821 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2019-03-27T01:37:26Z |
| 30 | [python-patterns](https://github.com/faif/python-patterns) | 19855 | 4325 | Python | 10 | A collection of design patterns/idioms in Python | 2019-03-14T19:17:20Z |
| 31 | [Detectron](https://github.com/facebookresearch/Detectron) | 19664 | 4125 | Python | 222 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2019-03-25T12:28:30Z |
| 32 | [linux-insides](https://github.com/0xAX/linux-insides) | 19419 | 2057 | Python | 23 | A little bit about a linux kernel | 2019-03-18T08:15:39Z |
| 33 | [pandas](https://github.com/pandas-dev/pandas) | 18702 | 7447 | Python | 2975 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2019-03-27T03:55:40Z |
| 34 | [YouCompleteMe](https://github.com/Valloric/YouCompleteMe) | 18656 | 2101 | Python | 48 | A code-completion engine for Vim | 2019-03-22T13:20:41Z |
| 35 | [jieba](https://github.com/fxsjy/jieba) | 17786 | 4692 | Python | 461 | 结巴中文分词 | 2019-01-29T13:23:49Z |
| 36 | [tornado](https://github.com/tornadoweb/tornado) | 17465 | 4881 | 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) | 16702 | 5542 | Python | 15 | Non official project based on original /r/Deepfakes thread. Many thanks to him! | 2019-03-26T05:17:56Z |
| 38 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 16690 | 2386 | 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) | 16315 | 1195 | Python | 281 | Python Development Workflow for Humans. | 2019-03-26T03:08:27Z |
| 40 | [gym](https://github.com/openai/gym) | 16039 | 4224 | Python | 296 | A toolkit for developing and comparing reinforcement learning algorithms. | 2019-03-26T16:24:31Z |
| 41 | [localstack](https://github.com/localstack/localstack) | 15950 | 1075 | Python | 367 | 💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2019-03-27T00:24:54Z |
| 42 | [compose](https://github.com/docker/compose) | 15600 | 2392 | Python | 625 | Define and run multi-container applications with Docker | 2019-03-26T14:06:16Z |
| 43 | [ItChat](https://github.com/littlecodersh/ItChat) | 15545 | 3626 | Python | 149 | 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) | 15507 | 734 | Python | 34 | the only cheat sheet you need | 2019-03-11T06:38:13Z |
| 45 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 15202 | 4574 | 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) | 14915 | 2750 | Python | 303 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 47 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 14539 | 1002 | Python | 3 | Guide to securing and improving privacy on macOS | 2019-03-26T16:32:35Z |
| 48 | [algorithms](https://github.com/keon/algorithms) | 14528 | 2639 | Python | 46 | Minimal examples of data structures and algorithms in Python | 2019-03-26T03:31:02Z |
| 49 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 14492 | 1886 | Python | 237 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2019-03-24T08:27:53Z |
| 50 | [source-code-pro](https://github.com/adobe-fonts/source-code-pro) | 14212 | 1188 | Python | 37 | Monospaced font family for user interface and coding environments | 2019-03-17T20:32:00Z |
| 51 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 14133 | 1287 | Python | 30 | A collection of surprising Python snippets and lesser-known features. | 2019-03-18T11:32:45Z |
| 52 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13903 | 4725 | Python | 25 | 微信《跳一跳》Python 辅助 | 2018-08-03T00:44:49Z |
| 53 | [python-fire](https://github.com/google/python-fire) | 13723 | 792 | Python | 54 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2019-03-26T21:36:53Z |
| 54 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 13719 | 2983 | Python | 52 | Automatic SQL injection and database takeover tool | 2019-03-27T02:06:56Z |
| 55 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 13498 | 4063 | Python | 182 | Web APIs for Django. ⚡️ | 2019-03-26T20:11:31Z |
| 56 | [ZeroNet](https://github.com/HelloZeroNet/ZeroNet) | 13496 | 1751 | Python | 553 | ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network | 2019-03-27T03:06:52Z |
| 57 | [ipython](https://github.com/ipython/ipython) | 13447 | 3781 | Python | 1141 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2019-03-26T01:33:45Z |
| 58 | [bert](https://github.com/google-research/bert) | 13433 | 2966 | Python | 252 | TensorFlow code and pre-trained models for BERT | 2019-03-25T06:37:58Z |
| 59 | [chinese-poetry](https://github.com/chinese-poetry/chinese-poetry) | 13281 | 2222 | 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) | 13114 | 885 | Python | 101 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2019-03-22T19:57:13Z |
| 61 | [pyspider](https://github.com/binux/pyspider) | 12894 | 3166 | Python | 222 | A Powerful Spider(Web Crawler) System in Python. | 2019-03-25T07:49:04Z |
| 62 | [magenta](https://github.com/tensorflow/magenta) | 12726 | 2455 | Python | 175 | Magenta: Music and Art Generation with Machine Intelligence | 2019-03-27T02:48:49Z |
| 63 | [spaCy](https://github.com/explosion/spaCy) | 12667 | 2141 | Python | 102 | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | 2019-03-27T01:55:58Z |
| 64 | [algo](https://github.com/trailofbits/algo) | 12666 | 1097 | Python | 47 | Set up a personal IPSEC VPN in the cloud | 2019-03-26T18:12:27Z |
| 65 | [hosts](https://github.com/StevenBlack/hosts) | 12158 | 1072 | Python | 55 | 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. | 2019-03-27T03:12:15Z |
| 66 | [redash](https://github.com/getredash/redash) | 12080 | 1960 | Python | 464 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2019-03-26T19:34:04Z |
| 67 | [celery](https://github.com/celery/celery) | 11935 | 3157 | Python | 459 | Distributed Task Queue (development branch) | 2019-03-24T04:52:41Z |
| 68 | [sanic](https://github.com/huge-success/sanic) | 11686 | 1094 | Python | 99 | Async Python 3.5+ web server that's written to go fast | 2019-03-27T01:48:11Z |
| 69 | [bitcoinbook](https://github.com/bitcoinbook/bitcoinbook) | 11613 | 3356 | Python | 111 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2019-03-15T01:58:24Z |
| 70 | [airflow](https://github.com/apache/airflow) | 11603 | 4113 | Python | 302 | Apache Airflow | 2019-03-27T04:03:33Z |
| 71 | [iTerm2-Color-Schemes](https://github.com/mbadolato/iTerm2-Color-Schemes) | 11450 | 3214 | 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) | 11209 | 1904 | 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) | 11178 | 1877 | Python | 57 | 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. | 2019-03-25T16:01:24Z |
| 74 | [fabric](https://github.com/fabric/fabric) | 11092 | 1701 | Python | 321 | Simple, Pythonic remote execution and deployment. | 2019-03-10T05:50:51Z |
| 75 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 11030 | 4733 | Python | 813 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2019-03-12T12:44:45Z |
| 76 | [TensorFlow-Course](https://github.com/machinelearningmindset/TensorFlow-Course) | 10817 | 1899 | Python | 3 | Simple and ready-to-use tutorials for TensorFlow | 2019-02-19T21:32:11Z |
| 77 | [material-theme](https://github.com/equinusocio/material-theme) | 10799 | 780 | Python | 3 | Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino | 2019-03-20T10:51:26Z |
| 78 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 10742 | 1150 | 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⭐️ | 2019-03-08T01:28:08Z |
| 79 | [Python](https://github.com/geekcomputers/Python) | 10537 | 6096 | Python | 73 | My Python Examples | 2019-03-24T21:01:13Z |
| 80 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 10505 | 3168 | Python | 35 | PyTorch Tutorial for Deep Learning Researchers | 2019-03-13T16:25:00Z |
| 81 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 10479 | 958 | Python | 8 | A list of awesome applications, software, tools and other materials for Linux distros. | 2019-03-03T17:36:04Z |
| 82 | [nginx-proxy](https://github.com/jwilder/nginx-proxy) | 10363 | 1949 | Python | 505 | Automated nginx proxy for Docker containers using docker-gen | 2019-03-24T20:00:06Z |
| 83 | [pix2code](https://github.com/tonybeltramelli/pix2code) | 10102 | 1015 | Python | 0 | pix2code: Generating Code from a Graphical User Interface Screenshot | 2017-12-13T08:36:56Z |
| 84 | [powerline](https://github.com/powerline/powerline) | 10091 | 786 | Python | 150 | Powerline is a statusline plugin for vim, and provides statuslines and prompts for several other applications, including zsh, bash, tmux, IPython, Awesome and Qtile. | 2019-03-11T16:01:47Z |
| 85 | [salt](https://github.com/saltstack/salt) | 9759 | 4521 | Python | 2447 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here: | 2019-03-27T01:10:08Z |
| 86 | [locust](https://github.com/locustio/locust) | 9659 | 1394 | Python | 160 | Scalable user load testing tool written in Python | 2019-03-19T01:09:08Z |
| 87 | [awesome-algorithm](https://github.com/apachecn/awesome-algorithm) | 9576 | 1832 | Python | 4 | 结构化算法刷题训练指南 (希望大家支持一下！) | 2019-03-25T13:43:30Z |
| 88 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 9572 | 1494 | Python | 11 | 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. | 2019-03-26T17:00:37Z |
| 89 | [zulip](https://github.com/zulip/zulip) | 9497 | 2936 | Python | 1282 | Zulip server - powerful open source team chat | 2019-03-27T01:59:30Z |
| 90 | [tqdm](https://github.com/tqdm/tqdm) | 9470 | 500 | Python | 170 | A fast, extensible progress bar for Python and CLI | 2019-03-21T14:05:56Z |
| 91 | [FastPhotoStyle](https://github.com/NVIDIA/FastPhotoStyle) | 9435 | 887 | Python | 32 | Style transfer, deep learning, feature transform | 2019-03-24T13:43:35Z |
| 92 | [bokeh](https://github.com/bokeh/bokeh) | 9202 | 2450 | Python | 395 | Interactive Web Plotting for Python | 2019-03-27T03:40:29Z |
| 93 | [AiLearning](https://github.com/apachecn/AiLearning) | 9200 | 3553 | 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 |
| 94 | [autojump](https://github.com/wting/autojump) | 9164 | 468 | Python | 142 | A cd command that learns - easily navigate directories from the command line | 2019-03-21T07:27:20Z |
| 95 | [cookiecutter](https://github.com/audreyr/cookiecutter) | 9147 | 1005 | Python | 222 | A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects. | 2019-03-26T06:25:52Z |
| 96 | [neural-enhance](https://github.com/alexjc/neural-enhance) | 9053 | 958 | Python | 116 | Super Resolution for images using deep learning. | 2018-01-25T05:01:58Z |
| 97 | [neural-doodle](https://github.com/alexjc/neural-doodle) | 9036 | 800 | 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 | [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 |
| 99 | [tflearn](https://github.com/tflearn/tflearn) | 8993 | 2262 | Python | 550 | Deep learning library featuring a higher-level API for TensorFlow. | 2019-02-27T19:26:49Z |
| 100 | [kivy](https://github.com/kivy/kivy) | 8964 | 2029 | Python | 658 | Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS | 2019-03-26T10:06:52Z |
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