[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) | 67468 | 13080 | Python | 496 | A curated list of awesome Python frameworks, libraries, software and resources | 2019-05-12T15:46:09Z |
| 2 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 63218 | 9570 | Python | 85 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2019-05-18T02:47:55Z |
| 3 | [public-apis](https://github.com/toddmotto/public-apis) | 57057 | 5931 | Python | 51 | A collective list of free APIs for use in software and web development. | 2019-05-17T18:20:18Z |
| 4 | [models](https://github.com/tensorflow/models) | 52852 | 32712 | Python | 1638 | Models and examples built with TensorFlow | 2019-05-18T01:17:39Z |
| 5 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 50514 | 8754 | Python | 2825 | Command-line program to download videos from YouTube.com and other video sites | 2019-05-17T23:11:11Z |
| 6 | [flask](https://github.com/pallets/flask) | 44139 | 12399 | Python | 54 | The Python micro framework for building web applications. | 2019-05-17T21:18:42Z |
| 7 | [thefuck](https://github.com/nvbn/thefuck) | 43773 | 2184 | Python | 163 | Magnificent app which corrects your previous console command. | 2019-05-09T16:15:05Z |
| 8 | [django](https://github.com/django/django) | 41604 | 17897 | Python | 232 | The Web framework for perfectionists with deadlines. | 2019-05-18T03:42:52Z |
| 9 | [keras](https://github.com/keras-team/keras) | 41225 | 15684 | Python | 2377 | Deep Learning for humans | 2019-05-14T20:34:59Z |
| 10 | [httpie](https://github.com/jakubroztocil/httpie) | 41207 | 2712 | Python | 161 | 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 | 2019-04-30T11:05:41Z |
| 11 | [Python](https://github.com/TheAlgorithms/Python) | 40337 | 11521 | Python | 177 | All Algorithms implemented in Python | 2019-05-18T02:59:13Z |
| 12 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 39881 | 9947 | Python | 1 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2019-05-10T19:27:26Z |
| 13 | [requests](https://github.com/kennethreitz/requests) | 38641 | 7054 | Python | 221 | Python HTTP Requests for Humans™ ✨🍰✨ | 2019-05-16T15:36:47Z |
| 14 | [ansible](https://github.com/ansible/ansible) | 37193 | 15458 | Python | 5753 | 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/ | 2019-05-18T04:00:42Z |
| 15 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 35125 | 17157 | Python | 1939 | scikit-learn: machine learning in Python | 2019-05-17T21:21:43Z |
| 16 | [scrapy](https://github.com/scrapy/scrapy) | 32848 | 7737 | Python | 802 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2019-05-17T12:15:04Z |
| 17 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 32434 | 1370 | Python | 72 | 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 |
| 18 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 29904 | 18203 | Python | 438 | None | 2019-04-16T15:13:35Z |
| 19 | [XX-Net](https://github.com/XX-net/XX-Net) | 27563 | 7508 | Python | 7792 | a web proxy tool | 2019-03-24T15:34:44Z |
| 20 | [certbot](https://github.com/certbot/certbot) | 25033 | 2559 | Python | 767 | 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. | 2019-05-17T23:30:25Z |
| 21 | [you-get](https://github.com/soimort/you-get) | 24383 | 4856 | Python | 315 | :arrow_double_down: Dumb downloader that scrapes the web | 2019-05-11T13:03:05Z |
| 22 | [cpython](https://github.com/python/cpython) | 24228 | 9910 | Python | 1015 | The Python programming language | 2019-05-18T02:55:20Z |
| 23 | [face_recognition](https://github.com/ageitgey/face_recognition) | 23908 | 6304 | Python | 301 | The world's simplest facial recognition api for Python and the command line | 2019-05-14T15:03:47Z |
| 24 | [home-assistant](https://github.com/home-assistant/home-assistant) | 23611 | 6869 | Python | 1205 | :house_with_garden: Open source home automation that puts local control and privacy first | 2019-05-18T02:46:38Z |
| 25 | [Algorithm_Interview_Notes-Chinese](https://github.com/imhuay/Algorithm_Interview_Notes-Chinese) | 23249 | 7058 | Python | 25 | 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 |
| 26 | [100-Days-Of-ML-Code](https://github.com/Avik-Jain/100-Days-Of-ML-Code) | 23044 | 5269 | Python | 40 | 100 Days of ML Coding | 2019-05-10T03:53:21Z |
| 27 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 22817 | 5192 | Python | 72 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2019-04-29T04:35:42Z |
| 28 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 22715 | 2937 | Python | 117 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2019-05-10T21:49:53Z |
| 29 | [tldr](https://github.com/tldr-pages/tldr) | 22422 | 1657 | Python | 80 | :books: Simplified and community-driven man pages | 2019-05-17T22:58:48Z |
| 30 | [sentry](https://github.com/getsentry/sentry) | 20830 | 2375 | Python | 867 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2019-05-17T22:46:35Z |
| 31 | [python-patterns](https://github.com/faif/python-patterns) | 20521 | 4452 | Python | 9 | A collection of design patterns/idioms in Python | 2019-05-10T20:43:10Z |
| 32 | [Detectron](https://github.com/facebookresearch/Detectron) | 20370 | 4321 | Python | 229 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2019-05-16T17:57:22Z |
| 33 | [linux-insides](https://github.com/0xAX/linux-insides) | 19660 | 2097 | Python | 24 | A little bit about a linux kernel | 2019-05-17T09:19:44Z |
| 34 | [pandas](https://github.com/pandas-dev/pandas) | 19542 | 7739 | Python | 2981 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2019-05-18T01:45:56Z |
| 35 | [YouCompleteMe](https://github.com/Valloric/YouCompleteMe) | 19045 | 2135 | Python | 48 | A code-completion engine for Vim | 2019-05-11T15:18:20Z |
| 36 | [jieba](https://github.com/fxsjy/jieba) | 18591 | 4847 | Python | 471 | 结巴中文分词 | 2019-05-14T02:44:01Z |
| 37 | [faceswap](https://github.com/deepfakes/faceswap) | 18463 | 6115 | Python | 11 | Non official project based on original /r/Deepfakes thread. Many thanks to him! | 2019-05-17T19:13:10Z |
| 38 | [tornado](https://github.com/tornadoweb/tornado) | 17742 | 4937 | Python | 156 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed. | 2019-05-15T16:12:28Z |
| 39 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 17086 | 2497 | Python | 42 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2019-05-17T09:22:54Z |
| 40 | [pipenv](https://github.com/pypa/pipenv) | 16952 | 1249 | Python | 328 |  Python Development Workflow for Humans. | 2019-05-18T03:12:20Z |
| 41 | [localstack](https://github.com/localstack/localstack) | 16858 | 1160 | Python | 417 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2019-05-17T17:51:59Z |
| 42 | [gym](https://github.com/openai/gym) | 16745 | 4487 | Python | 189 | A toolkit for developing and comparing reinforcement learning algorithms. | 2019-05-17T22:40:31Z |
| 43 | [cheat.sh](https://github.com/chubin/cheat.sh) | 16321 | 792 | Python | 40 | the only cheat sheet you need | 2019-05-11T16:28:23Z |
| 44 | [ItChat](https://github.com/littlecodersh/ItChat) | 16313 | 3820 | Python | 169 | 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。 | 2019-05-15T03:47:26Z |
| 45 | [compose](https://github.com/docker/compose) | 16105 | 2475 | Python | 544 | Define and run multi-container applications with Docker | 2019-05-15T17:48:24Z |
| 46 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 15585 | 4735 | 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 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 15026 | 1952 | Python | 242 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2019-05-17T06:22:48Z |
| 48 | [reddit](https://github.com/reddit-archive/reddit) | 14978 | 2762 | Python | 303 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 49 | [bert](https://github.com/google-research/bert) | 14976 | 3532 | Python | 355 | TensorFlow code and pre-trained models for BERT | 2019-05-14T00:54:43Z |
| 50 | [algorithms](https://github.com/keon/algorithms) | 14950 | 2759 | Python | 48 | Minimal examples of data structures and algorithms in Python | 2019-05-17T09:57:10Z |
| 51 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 14752 | 1025 | Python | 3 | Guide to securing and improving privacy on macOS | 2019-05-14T04:28:44Z |
| 52 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 14575 | 1351 | Python | 26 | A collection of surprising Python snippets and lesser-known features. | 2019-05-01T14:52:41Z |
| 53 | [source-code-pro](https://github.com/adobe-fonts/source-code-pro) | 14538 | 1214 | Python | 37 | Monospaced font family for user interface and coding environments | 2019-04-23T18:57:53Z |
| 54 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 14179 | 3085 | Python | 49 | Automatic SQL injection and database takeover tool | 2019-05-17T09:13:00Z |
| 55 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 14103 | 4190 | Python | 216 | Web APIs for Django. ⚡️ | 2019-05-16T16:52:17Z |
| 56 | [python-fire](https://github.com/google/python-fire) | 14066 | 818 | Python | 58 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2019-04-26T21:35:07Z |
| 57 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13904 | 4682 | Python | 25 | 微信《跳一跳》Python 辅助 | 2018-08-03T00:44:49Z |
| 58 | [AiLearning](https://github.com/apachecn/AiLearning) | 13855 | 4875 | Python | 23 | AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP | 2019-05-13T10:07:50Z |
| 59 | [ZeroNet](https://github.com/HelloZeroNet/ZeroNet) | 13806 | 1789 | Python | 577 | ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network | 2019-05-17T15:30:14Z |
| 60 | [chinese-poetry](https://github.com/chinese-poetry/chinese-poetry) | 13766 | 2370 | Python | 27 | 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 | [ipython](https://github.com/ipython/ipython) | 13565 | 3812 | Python | 1175 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2019-05-16T23:11:58Z |
| 62 | [glances](https://github.com/nicolargo/glances) | 13445 | 909 | Python | 109 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2019-04-27T09:02:18Z |
| 63 | [spaCy](https://github.com/explosion/spaCy) | 13337 | 2261 | Python | 148 | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | 2019-05-17T12:10:45Z |
| 64 | [algo](https://github.com/trailofbits/algo) | 13233 | 1159 | Python | 42 | Set up a personal IPSEC VPN in the cloud | 2019-05-17T14:04:15Z |
| 65 | [magenta](https://github.com/tensorflow/magenta) | 13191 | 2582 | Python | 194 | Magenta: Music and Art Generation with Machine Intelligence | 2019-05-17T20:51:24Z |
| 66 | [pyspider](https://github.com/binux/pyspider) | 13130 | 3221 | Python | 232 | A Powerful Spider(Web Crawler) System in Python. | 2019-05-09T15:53:42Z |
| 67 | [redash](https://github.com/getredash/redash) | 12627 | 2066 | Python | 456 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2019-05-17T19:29:49Z |
| 68 | [hosts](https://github.com/StevenBlack/hosts) | 12568 | 1111 | Python | 57 | 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.  | 2019-05-14T01:23:10Z |
| 69 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 12396 | 1342 | Python | 40 | :octocat: 一个分享 GitHub 上有趣、入门级的开源项目。让你找到编程的乐趣，欢迎推荐、自荐项目「每月28号更新」 | 2019-04-27T14:06:37Z |
| 70 | [celery](https://github.com/celery/celery) | 12389 | 3250 | Python | 441 | Distributed Task Queue (development branch) | 2019-05-16T10:27:55Z |
| 71 | [airflow](https://github.com/apache/airflow) | 12262 | 4434 | Python | 311 | Apache Airflow | 2019-05-18T02:46:34Z |
| 72 | [sanic](https://github.com/huge-success/sanic) | 12057 | 1137 | Python | 71 | Async Python 3.6+ web server/framework \| Build fast. Run fast. | 2019-05-17T20:45:37Z |
| 73 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 12048 | 5240 | Python | 904 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2019-05-17T04:44:49Z |
| 74 | [bitcoinbook](https://github.com/bitcoinbook/bitcoinbook) | 11784 | 3420 | Python | 87 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2019-05-14T21:32:23Z |
| 75 | [TensorFlow-Course](https://github.com/machinelearningmindset/TensorFlow-Course) | 11746 | 2172 | Python | 3 | Simple and ready-to-use tutorials for TensorFlow  | 2019-05-16T05:36:38Z |
| 76 | [luigi](https://github.com/spotify/luigi) | 11548 | 1923 | Python | 53 | 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.  | 2019-05-16T23:56:39Z |
| 77 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 11495 | 2035 | 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. | 2019-05-08T10:48:49Z |
| 78 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 11460 | 3485 | Python | 42 | PyTorch Tutorial for Deep Learning Researchers | 2019-05-12T21:44:06Z |
| 79 | [fabric](https://github.com/fabric/fabric) | 11272 | 1716 | Python | 336 | Simple, Pythonic remote execution and deployment. | 2019-05-10T06:00:40Z |
| 80 | [Python](https://github.com/geekcomputers/Python) | 11226 | 6346 | Python | 75 | My Python Examples | 2019-05-17T16:45:23Z |
| 81 | [material-theme](https://github.com/equinusocio/material-theme) | 10883 | 778 | Python | 3 | Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino | 2019-03-20T10:51:26Z |
| 82 | [nginx-proxy](https://github.com/jwilder/nginx-proxy) | 10785 | 2003 | Python | 519 | Automated nginx proxy for Docker containers using docker-gen | 2019-04-17T20:38:16Z |
| 83 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 10767 | 985 | Python | 10 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2019-05-13T03:31:33Z |
| 84 | [PySnooper](https://github.com/cool-RR/PySnooper) | 10443 | 609 | Python | 13 | Never use print for debugging again | 2019-05-14T20:09:45Z |
| 85 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 10376 | 1638 | Python | 16 | 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. | 2019-05-17T21:46:38Z |
| 86 | [powerline](https://github.com/powerline/powerline) | 10344 | 799 | Python | 163 | Powerline is a statusline plugin for vim, and provides statuslines and prompts for several other applications, including zsh, bash, tmux, IPython, Awesome and Qtile. | 2019-04-17T13:20:43Z |
| 87 | [awesome-algorithm](https://github.com/apachecn/awesome-algorithm) | 10304 | 2041 | Python | 5 | 刷题训练指南 | 2019-05-16T09:41:15Z |
| 88 | [pix2code](https://github.com/tonybeltramelli/pix2code) | 10197 | 1038 | Python | 0 | pix2code: Generating Code from a Graphical User Interface Screenshot | 2019-04-09T23:35:37Z |
| 89 | [tqdm](https://github.com/tqdm/tqdm) | 10127 | 527 | Python | 197 | A Fast, Extensible Progress Bar for Python and CLI | 2019-05-16T19:17:41Z |
| 90 | [locust](https://github.com/locustio/locust) | 10061 | 1448 | Python | 164 | Scalable user load testing tool written in Python | 2019-05-16T10:29:59Z |
| 91 | [salt](https://github.com/saltstack/salt) | 9906 | 4556 | Python | 2536 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:  | 2019-05-17T23:26:15Z |
| 92 | [black](https://github.com/python/black) | 9832 | 483 | Python | 158 | The uncompromising Python code formatter | 2019-05-16T12:02:18Z |
| 93 | [zulip](https://github.com/zulip/zulip) | 9797 | 3019 | Python | 1329 | Zulip server - powerful open source team chat | 2019-05-18T03:30:50Z |
| 94 | [manim](https://github.com/3b1b/manim) | 9771 | 1078 | Python | 59 | Animation engine for explanatory math videos | 2019-05-16T03:03:52Z |
| 95 | [FastPhotoStyle](https://github.com/NVIDIA/FastPhotoStyle) | 9587 | 915 | Python | 36 | Style transfer, deep learning, feature transform | 2019-05-14T09:40:36Z |
| 96 | [autojump](https://github.com/wting/autojump) | 9568 | 472 | Python | 149 | A cd command that learns - easily navigate directories from the command line | 2019-04-15T12:19:36Z |
| 97 | [cookiecutter](https://github.com/audreyr/cookiecutter) | 9516 | 1035 | Python | 231 | A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects. | 2019-05-16T20:22:33Z |
| 98 | [bokeh](https://github.com/bokeh/bokeh) | 9431 | 2542 | Python | 386 | Interactive Web Plotting for Python | 2019-05-16T03:53:41Z |
| 99 | [kivy](https://github.com/kivy/kivy) | 9268 | 2085 | Python | 618 | Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS | 2019-05-17T22:09:15Z |
| 100 | [matplotlib](https://github.com/matplotlib/matplotlib) | 9261 | 4166 | Python | 1469 | matplotlib: plotting with Python | 2019-05-18T02:43:09Z |