[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) | 65781 | 12680 | Python | 488 | A curated list of awesome Python frameworks, libraries, software and resources | 2019-04-13T20:31:42Z |
| 2 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 61375 | 9127 | Python | 78 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2019-04-13T12:45:55Z |
| 3 | [public-apis](https://github.com/toddmotto/public-apis) | 55700 | 5715 | Python | 50 | A collective list of free APIs for use in software and web development. | 2019-04-14T11:40:37Z |
| 4 | [models](https://github.com/tensorflow/models) | 51286 | 31500 | Python | 1551 | Models and examples built with TensorFlow | 2019-04-15T03:37:37Z |
| 5 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 49167 | 8536 | Python | 2784 | Command-line program to download videos from YouTube.com and other video sites | 2019-04-14T23:44:24Z |
| 6 | [flask](https://github.com/pallets/flask) | 43316 | 12204 | Python | 63 | The Python micro framework for building web applications. | 2019-04-14T14:55:49Z |
| 7 | [thefuck](https://github.com/nvbn/thefuck) | 42701 | 2129 | Python | 152 | Magnificent app which corrects your previous console command. | 2019-04-10T14:58:42Z |
| 8 | [django](https://github.com/django/django) | 40857 | 17567 | Python | 225 | The Web framework for perfectionists with deadlines. | 2019-04-14T23:35:59Z |
| 9 | [httpie](https://github.com/jakubroztocil/httpie) | 40689 | 2677 | Python | 155 | 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 | 2019-04-10T11:21:38Z |
| 10 | [keras](https://github.com/keras-team/keras) | 40137 | 15248 | Python | 2313 | Deep Learning for humans | 2019-04-15T02:59:45Z |
| 11 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 39224 | 9734 | Python | 1 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2019-04-10T18:09:27Z |
| 12 | [requests](https://github.com/kennethreitz/requests) | 38119 | 6952 | Python | 199 | Python HTTP Requests for Humans™ ✨🍰✨ | 2019-04-11T11:03:54Z |
| 13 | [ansible](https://github.com/ansible/ansible) | 36507 | 15083 | Python | 5513 | 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/ | 2019-04-15T03:21:13Z |
| 14 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 34471 | 16875 | Python | 1936 | scikit-learn: machine learning in Python | 2019-04-15T02:50:28Z |
| 15 | [scrapy](https://github.com/scrapy/scrapy) | 32345 | 7643 | Python | 785 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2019-04-13T04:47:44Z |
| 16 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 32324 | 1364 | 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 |
| 17 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 29508 | 17912 | Python | 430 | None | 2019-02-05T16:38:13Z |
| 18 | [XX-Net](https://github.com/XX-net/XX-Net) | 27189 | 7460 | Python | 7743 | a web proxy tool | 2019-03-24T15:34:44Z |
| 19 | [Python](https://github.com/TheAlgorithms/Python) | 25203 | 7055 | Python | 159 | All Algorithms implemented in Python | 2019-04-14T11:58:17Z |
| 20 | [certbot](https://github.com/certbot/certbot) | 24817 | 2518 | Python | 783 | 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. | 2019-04-14T21:05:05Z |
| 21 | [cpython](https://github.com/python/cpython) | 23616 | 9427 | Python | 1021 | The Python programming language | 2019-04-15T02:09:26Z |
| 22 | [you-get](https://github.com/soimort/you-get) | 23365 | 4628 | Python | 313 | :arrow_double_down: Dumb downloader that scrapes the web | 2019-04-15T02:06:16Z |
| 23 | [face_recognition](https://github.com/ageitgey/face_recognition) | 22907 | 5995 | Python | 298 | The world's simplest facial recognition api for Python and the command line | 2019-04-06T19:58:41Z |
| 24 | [home-assistant](https://github.com/home-assistant/home-assistant) | 22838 | 6611 | Python | 1120 | :house_with_garden: Open source home automation that puts local control and privacy first | 2019-04-15T02:52:01Z |
| 25 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 22420 | 5068 | Python | 70 | 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) | 22069 | 2830 | Python | 115 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2019-04-14T19:26:24Z |
| 27 | [tldr](https://github.com/tldr-pages/tldr) | 21968 | 1628 | Python | 84 | :books: Simplified and community-driven man pages | 2019-04-15T03:54:12Z |
| 28 | [100-Days-Of-ML-Code](https://github.com/Avik-Jain/100-Days-Of-ML-Code) | 21932 | 4867 | Python | 37 | 100 Days of ML Coding | 2019-04-06T19:41:38Z |
| 29 | [Algorithm_Interview_Notes-Chinese](https://github.com/imhuay/Algorithm_Interview_Notes-Chinese) | 21889 | 6541 | Python | 24 | 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 | 2019-04-08T14:42:31Z |
| 30 | [sentry](https://github.com/getsentry/sentry) | 20480 | 2340 | Python | 843 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2019-04-15T02:57:53Z |
| 31 | [python-patterns](https://github.com/faif/python-patterns) | 20108 | 4366 | Python | 10 | A collection of design patterns/idioms in Python | 2019-04-07T22:00:10Z |
| 32 | [Detectron](https://github.com/facebookresearch/Detectron) | 19932 | 4199 | Python | 221 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2019-04-10T07:20:27Z |
| 33 | [linux-insides](https://github.com/0xAX/linux-insides) | 19512 | 2068 | Python | 21 | A little bit about a linux kernel | 2019-03-29T11:39:25Z |
| 34 | [pandas](https://github.com/pandas-dev/pandas) | 18988 | 7568 | Python | 3002 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2019-04-15T03:53:37Z |
| 35 | [YouCompleteMe](https://github.com/Valloric/YouCompleteMe) | 18805 | 2114 | Python | 47 | A code-completion engine for Vim | 2019-04-10T22:43:11Z |
| 36 | [jieba](https://github.com/fxsjy/jieba) | 18076 | 4756 | Python | 464 | 结巴中文分词 | 2019-01-29T13:23:49Z |
| 37 | [tornado](https://github.com/tornadoweb/tornado) | 17577 | 4895 | Python | 154 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed. | 2019-03-23T19:42:58Z |
| 38 | [faceswap](https://github.com/deepfakes/faceswap) | 17421 | 5742 | Python | 13 | Non official project based on original /r/Deepfakes thread. Many thanks to him! | 2019-04-14T19:28:57Z |
| 39 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 16833 | 2433 | Python | 41 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2019-04-15T00:28:33Z |
| 40 | [pipenv](https://github.com/pypa/pipenv) | 16542 | 1209 | Python | 299 |  Python Development Workflow for Humans. | 2019-04-09T13:00:23Z |
| 41 | [gym](https://github.com/openai/gym) | 16304 | 4327 | Python | 276 | A toolkit for developing and comparing reinforcement learning algorithms. | 2019-04-12T21:46:00Z |
| 42 | [localstack](https://github.com/localstack/localstack) | 16248 | 1109 | Python | 383 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2019-04-15T04:00:20Z |
| 43 | [ItChat](https://github.com/littlecodersh/ItChat) | 15826 | 3697 | Python | 154 | 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 | [compose](https://github.com/docker/compose) | 15784 | 2414 | Python | 529 | Define and run multi-container applications with Docker | 2019-04-15T03:41:02Z |
| 45 | [cheat.sh](https://github.com/chubin/cheat.sh) | 15622 | 737 | Python | 35 | the only cheat sheet you need | 2019-04-07T07:23:57Z |
| 46 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 15344 | 4637 | 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. | 2019-04-10T10:46:55Z |
| 47 | [reddit](https://github.com/reddit-archive/reddit) | 14945 | 2757 | Python | 303 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 48 | [algorithms](https://github.com/keon/algorithms) | 14714 | 2678 | Python | 49 | Minimal examples of data structures and algorithms in Python | 2019-04-14T11:19:44Z |
| 49 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 14684 | 1914 | Python | 235 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2019-04-15T00:50:58Z |
| 50 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 14621 | 1007 | Python | 3 | Guide to securing and improving privacy on macOS | 2019-03-29T04:41:05Z |
| 51 | [source-code-pro](https://github.com/adobe-fonts/source-code-pro) | 14314 | 1199 | Python | 37 | Monospaced font family for user interface and coding environments | 2019-03-28T00:25:21Z |
| 52 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 14271 | 1311 | Python | 30 | A collection of surprising Python snippets and lesser-known features. | 2019-03-31T13:38:20Z |
| 53 | [bert](https://github.com/google-research/bert) | 14069 | 3190 | Python | 299 | TensorFlow code and pre-trained models for BERT | 2019-04-12T01:45:41Z |
| 54 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13888 | 4706 | Python | 25 | 微信《跳一跳》Python 辅助 | 2018-08-03T00:44:49Z |
| 55 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 13888 | 3027 | Python | 56 | Automatic SQL injection and database takeover tool | 2019-04-12T13:59:07Z |
| 56 | [python-fire](https://github.com/google/python-fire) | 13861 | 804 | Python | 56 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2019-04-11T12:22:11Z |
| 57 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 13720 | 4115 | Python | 206 | Web APIs for Django. ⚡️ | 2019-04-15T03:45:43Z |
| 58 | [ZeroNet](https://github.com/HelloZeroNet/ZeroNet) | 13606 | 1760 | Python | 567 | ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network | 2019-04-14T20:58:45Z |
| 59 | [ipython](https://github.com/ipython/ipython) | 13478 | 3790 | Python | 1160 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2019-04-12T09:05:30Z |
| 60 | [chinese-poetry](https://github.com/chinese-poetry/chinese-poetry) | 13466 | 2267 | 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 |
| 61 | [glances](https://github.com/nicolargo/glances) | 13228 | 896 | Python | 107 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2019-04-12T09:56:07Z |
| 62 | [pyspider](https://github.com/binux/pyspider) | 12971 | 3182 | Python | 225 | A Powerful Spider(Web Crawler) System in Python. | 2019-04-13T04:00:46Z |
| 63 | [magenta](https://github.com/tensorflow/magenta) | 12918 | 2487 | Python | 184 | Magenta: Music and Art Generation with Machine Intelligence | 2019-04-14T14:57:06Z |
| 64 | [spaCy](https://github.com/explosion/spaCy) | 12915 | 2191 | Python | 123 | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | 2019-04-13T15:58:30Z |
| 65 | [algo](https://github.com/trailofbits/algo) | 12900 | 1117 | Python | 41 | Set up a personal IPSEC VPN in the cloud | 2019-04-14T18:18:25Z |
| 66 | [redash](https://github.com/getredash/redash) | 12322 | 1997 | Python | 451 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2019-04-14T22:03:48Z |
| 67 | [hosts](https://github.com/StevenBlack/hosts) | 12284 | 1078 | Python | 56 | 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.  | 2019-04-11T22:41:26Z |
| 68 | [celery](https://github.com/celery/celery) | 12104 | 3199 | Python | 471 | Distributed Task Queue (development branch) | 2019-04-13T07:17:14Z |
| 69 | [airflow](https://github.com/apache/airflow) | 11824 | 4231 | Python | 304 | Apache Airflow | 2019-04-15T02:26:04Z |
| 70 | [sanic](https://github.com/huge-success/sanic) | 11821 | 1104 | Python | 95 | Async Python 3.5+ web server that's written to go fast | 2019-04-12T12:48:33Z |
| 71 | [bitcoinbook](https://github.com/bitcoinbook/bitcoinbook) | 11678 | 3370 | Python | 111 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2019-03-15T01:58:24Z |
| 72 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 11441 | 4916 | Python | 854 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2019-04-14T15:52:53Z |
| 73 | [luigi](https://github.com/spotify/luigi) | 11312 | 1893 | 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.  | 2019-04-15T01:55:03Z |
| 74 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 11300 | 1940 | 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 |
| 75 | [fabric](https://github.com/fabric/fabric) | 11155 | 1706 | Python | 328 | Simple, Pythonic remote execution and deployment. | 2019-04-04T21:48:41Z |
| 76 | [TensorFlow-Course](https://github.com/machinelearningmindset/TensorFlow-Course) | 11132 | 1992 | Python | 1 | Simple and ready-to-use tutorials for TensorFlow  | 2019-04-03T16:14:32Z |
| 77 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 11076 | 1182 | Python | 33 | :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 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 10862 | 3281 | Python | 38 | PyTorch Tutorial for Deep Learning Researchers | 2019-03-13T16:25:00Z |
| 79 | [material-theme](https://github.com/equinusocio/material-theme) | 10853 | 779 | Python | 3 | Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino | 2019-03-20T10:51:26Z |
| 80 | [Python](https://github.com/geekcomputers/Python) | 10801 | 6185 | Python | 73 | My Python Examples | 2019-04-13T08:01:43Z |
| 81 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 10599 | 971 | Python | 9 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2019-04-13T16:55:54Z |
| 82 | [nginx-proxy](https://github.com/jwilder/nginx-proxy) | 10529 | 1965 | Python | 513 | Automated nginx proxy for Docker containers using docker-gen | 2019-04-09T04:05:44Z |
| 83 | [powerline](https://github.com/powerline/powerline) | 10178 | 794 | Python | 158 | Powerline is a statusline plugin for vim, and provides statuslines and prompts for several other applications, including zsh, bash, tmux, IPython, Awesome and Qtile. | 2019-04-07T18:40:01Z |
| 84 | [pix2code](https://github.com/tonybeltramelli/pix2code) | 10138 | 1024 | Python | 0 | pix2code: Generating Code from a Graphical User Interface Screenshot | 2019-04-09T23:35:37Z |
| 85 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 9866 | 1548 | 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. | 2019-04-13T18:50:59Z |
| 86 | [awesome-algorithm](https://github.com/apachecn/awesome-algorithm) | 9827 | 1890 | Python | 4 | 结构化算法刷题训练指南 | 2019-04-07T07:50:57Z |
| 87 | [locust](https://github.com/locustio/locust) | 9827 | 1410 | Python | 163 | Scalable user load testing tool written in Python | 2019-04-14T18:19:18Z |
| 88 | [salt](https://github.com/saltstack/salt) | 9809 | 4524 | Python | 2477 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:  | 2019-04-14T21:28:08Z |
| 89 | [tqdm](https://github.com/tqdm/tqdm) | 9739 | 501 | Python | 178 | A fast, extensible progress bar for Python and CLI | 2019-03-21T14:05:56Z |
| 90 | [AiLearning](https://github.com/apachecn/AiLearning) | 9719 | 3718 | 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 |
| 91 | [zulip](https://github.com/zulip/zulip) | 9591 | 2988 | Python | 1330 | Zulip server - powerful open source team chat | 2019-04-14T23:37:37Z |
| 92 | [FastPhotoStyle](https://github.com/NVIDIA/FastPhotoStyle) | 9495 | 893 | Python | 33 | Style transfer, deep learning, feature transform | 2019-04-05T18:41:46Z |
| 93 | [bokeh](https://github.com/bokeh/bokeh) | 9273 | 2488 | Python | 367 | Interactive Web Plotting for Python | 2019-04-14T21:55:29Z |
| 94 | [cookiecutter](https://github.com/audreyr/cookiecutter) | 9273 | 1014 | Python | 226 | A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects. | 2019-04-09T15:43:40Z |
| 95 | [autojump](https://github.com/wting/autojump) | 9267 | 468 | Python | 144 | A cd command that learns - easily navigate directories from the command line | 2019-04-08T02:33:25Z |
| 96 | [neural-enhance](https://github.com/alexjc/neural-enhance) | 9110 | 971 | Python | 118 | Super Resolution for images using deep learning. | 2018-01-25T05:01:58Z |
| 97 | [kivy](https://github.com/kivy/kivy) | 9073 | 2047 | Python | 678 | Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS | 2019-04-14T18:49:41Z |
| 98 | [neural-doodle](https://github.com/alexjc/neural-doodle) | 9071 | 807 | Python | 48 | 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.) | 2019-04-11T05:05:51Z |
| 99 | [yapf](https://github.com/google/yapf) | 9051 | 619 | Python | 216 | A formatter for Python files | 2019-04-09T10:02:05Z |
| 100 | [matplotlib](https://github.com/matplotlib/matplotlib) | 9050 | 4098 | Python | 1459 | matplotlib: plotting with Python | 2019-04-15T03:44:06Z |