[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) | 68426 | 13304 | Python | 454 | A curated list of awesome Python frameworks, libraries, software and resources | 2019-06-06T19:55:56Z |
| 2 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 64351 | 9855 | Python | 88 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2019-06-07T01:32:33Z |
| 3 | [public-apis](https://github.com/public-apis/public-apis) | 57920 | 6047 | Python | 62 | A collective list of free APIs for use in software and web development. | 2019-06-05T09:50:14Z |
| 4 | [models](https://github.com/tensorflow/models) | 53789 | 33388 | Python | 1680 | Models and examples built with TensorFlow | 2019-06-09T19:33:39Z |
| 5 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 51326 | 8908 | Python | 2865 | Command-line program to download videos from YouTube.com and other video sites | 2019-06-09T18:57:20Z |
| 6 | [Python](https://github.com/TheAlgorithms/Python) | 45256 | 12977 | Python | 188 | All Algorithms implemented in Python | 2019-06-10T02:37:53Z |
| 7 | [flask](https://github.com/pallets/flask) | 44620 | 12552 | Python | 34 | The Python micro framework for building web applications. | 2019-06-08T19:41:29Z |
| 8 | [thefuck](https://github.com/nvbn/thefuck) | 44138 | 2201 | Python | 163 | Magnificent app which corrects your previous console command. | 2019-06-04T18:35:47Z |
| 9 | [django](https://github.com/django/django) | 42051 | 18091 | Python | 232 | The Web framework for perfectionists with deadlines. | 2019-06-10T00:59:29Z |
| 10 | [httpie](https://github.com/jakubroztocil/httpie) | 41809 | 2744 | Python | 165 | 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 | 2019-05-18T08:28:46Z |
| 11 | [keras](https://github.com/keras-team/keras) | 41784 | 15938 | Python | 2387 | Deep Learning for humans | 2019-06-07T22:02:27Z |
| 12 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 40247 | 10056 | Python | 4 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2019-06-06T14:57:32Z |
| 13 | [requests](https://github.com/kennethreitz/requests) | 38932 | 7109 | Python | 232 | Python HTTP Requests for Humans™ ✨🍰✨ | 2019-06-07T14:26:09Z |
| 14 | [ansible](https://github.com/ansible/ansible) | 37594 | 15708 | Python | 5822 | 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/ | 2019-06-10T03:58:06Z |
| 15 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 35529 | 17344 | Python | 1982 | scikit-learn: machine learning in Python | 2019-06-09T22:26:24Z |
| 16 | [scrapy](https://github.com/scrapy/scrapy) | 33113 | 7811 | Python | 827 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2019-06-09T19:20:19Z |
| 17 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 32505 | 1372 | 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) | 30390 | 18509 | Python | 447 | None | 2019-05-19T22:58:33Z |
| 19 | [XX-Net](https://github.com/XX-net/XX-Net) | 27890 | 7560 | Python | 7819 | a web proxy tool | 2019-06-07T13:32:20Z |
| 20 | [certbot](https://github.com/certbot/certbot) | 25179 | 2585 | Python | 750 | 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. | 2019-06-09T01:44:38Z |
| 21 | [you-get](https://github.com/soimort/you-get) | 24850 | 4952 | Python | 316 | :arrow_double_down: Dumb downloader that scrapes the web | 2019-06-04T12:06:05Z |
| 22 | [cpython](https://github.com/python/cpython) | 24782 | 10221 | Python | 934 | The Python programming language | 2019-06-10T02:07:14Z |
| 23 | [face_recognition](https://github.com/ageitgey/face_recognition) | 24642 | 6545 | Python | 324 | The world's simplest facial recognition api for Python and the command line | 2019-06-05T15:29:55Z |
| 24 | [home-assistant](https://github.com/home-assistant/home-assistant) | 24138 | 7027 | Python | 1247 | :house_with_garden: Open source home automation that puts local control and privacy first | 2019-06-10T00:46:03Z |
| 25 | [Algorithm_Interview_Notes-Chinese](https://github.com/imhuay/Algorithm_Interview_Notes-Chinese) | 23747 | 7267 | Python | 26 | 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 | 2019-05-24T08:16:55Z |
| 26 | [100-Days-Of-ML-Code](https://github.com/Avik-Jain/100-Days-Of-ML-Code) | 23489 | 5456 | Python | 41 | 100 Days of ML Coding | 2019-06-08T14:57:19Z |
| 27 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 23058 | 5247 | Python | 74 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2019-05-19T16:02:00Z |
| 28 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 23048 | 2978 | Python | 121 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2019-06-08T23:21:45Z |
| 29 | [tldr](https://github.com/tldr-pages/tldr) | 22622 | 1673 | Python | 76 | :books: Simplified and community-driven man pages | 2019-06-09T23:35:11Z |
| 30 | [sentry](https://github.com/getsentry/sentry) | 21110 | 2409 | Python | 887 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2019-06-09T07:31:10Z |
| 31 | [python-patterns](https://github.com/faif/python-patterns) | 20806 | 4508 | Python | 9 | A collection of design patterns/idioms in Python | 2019-06-04T18:49:48Z |
| 32 | [Detectron](https://github.com/facebookresearch/Detectron) | 20642 | 4418 | Python | 240 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2019-05-31T18:21:06Z |
| 33 | [pandas](https://github.com/pandas-dev/pandas) | 19841 | 7868 | Python | 3023 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2019-06-10T03:56:15Z |
| 34 | [linux-insides](https://github.com/0xAX/linux-insides) | 19774 | 2109 | Python | 23 | A little bit about a linux kernel | 2019-05-30T23:45:08Z |
| 35 | [YouCompleteMe](https://github.com/Valloric/YouCompleteMe) | 19174 | 2143 | Python | 52 | A code-completion engine for Vim | 2019-06-08T14:19:25Z |
| 36 | [faceswap](https://github.com/deepfakes/faceswap) | 19123 | 6340 | Python | 12 | Non official project based on original /r/Deepfakes thread. Many thanks to him! | 2019-06-09T16:30:05Z |
| 37 | [jieba](https://github.com/fxsjy/jieba) | 18867 | 4910 | Python | 475 | 结巴中文分词 | 2019-06-04T03:45:50Z |
| 38 | [tornado](https://github.com/tornadoweb/tornado) | 17845 | 4961 | Python | 158 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed. | 2019-06-09T21:15:33Z |
| 39 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 17273 | 2535 | 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) | 17220 | 1268 | Python | 303 |  Python Development Workflow for Humans. | 2019-06-08T12:43:16Z |
| 41 | [localstack](https://github.com/localstack/localstack) | 17198 | 1194 | Python | 434 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2019-06-07T18:40:16Z |
| 42 | [gym](https://github.com/openai/gym) | 16993 | 4558 | Python | 165 | A toolkit for developing and comparing reinforcement learning algorithms. | 2019-06-09T13:44:48Z |
| 43 | [ItChat](https://github.com/littlecodersh/ItChat) | 16788 | 3915 | Python | 175 | 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。 | 2019-05-24T03:13:26Z |
| 44 | [cheat.sh](https://github.com/chubin/cheat.sh) | 16511 | 805 | Python | 40 | the only cheat sheet you need | 2019-05-31T19:49:06Z |
| 45 | [compose](https://github.com/docker/compose) | 16339 | 2498 | Python | 477 | Define and run multi-container applications with Docker | 2019-06-09T10:46:48Z |
| 46 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 15739 | 4812 | 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 | [bert](https://github.com/google-research/bert) | 15553 | 3763 | Python | 377 | TensorFlow code and pre-trained models for BERT | 2019-06-05T20:09:52Z |
| 48 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 15266 | 1975 | Python | 260 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2019-06-05T12:28:26Z |
| 49 | [algorithms](https://github.com/keon/algorithms) | 15144 | 2816 | Python | 50 | Minimal examples of data structures and algorithms in Python | 2019-05-21T15:58:23Z |
| 50 | [AiLearning](https://github.com/apachecn/AiLearning) | 15036 | 5295 | Python | 24 | AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP | 2019-06-05T02:44:09Z |
| 51 | [reddit](https://github.com/reddit-archive/reddit) | 15013 | 2757 | Python | 303 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 52 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 14837 | 1036 | Python | 3 | Guide to securing and improving privacy on macOS | 2019-05-21T03:52:04Z |
| 53 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 14752 | 1369 | Python | 15 | A collection of surprising Python snippets and lesser-known features. | 2019-06-09T18:44:38Z |
| 54 | [source-code-pro](https://github.com/adobe-fonts/source-code-pro) | 14640 | 1219 | Python | 37 | Monospaced font family for user interface and coding environments | 2019-06-07T08:34:30Z |
| 55 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 14370 | 3118 | Python | 45 | Automatic SQL injection and database takeover tool | 2019-06-08T23:28:29Z |
| 56 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 14366 | 4250 | Python | 200 | Web APIs for Django. ⚡️ | 2019-06-09T13:23:53Z |
| 57 | [python-fire](https://github.com/google/python-fire) | 14213 | 838 | Python | 57 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2019-06-07T22:06:59Z |
| 58 | [chinese-poetry](https://github.com/chinese-poetry/chinese-poetry) | 13926 | 2427 | Python | 28 | 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。   | 2019-06-06T09:28:00Z |
| 59 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13905 | 4681 | Python | 25 | 微信《跳一跳》Python 辅助 | 2018-08-03T00:44:49Z |
| 60 | [ZeroNet](https://github.com/HelloZeroNet/ZeroNet) | 13899 | 1800 | Python | 584 | ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network | 2019-06-09T14:25:23Z |
| 61 | [ipython](https://github.com/ipython/ipython) | 13614 | 3826 | Python | 1185 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2019-06-09T02:33:56Z |
| 62 | [glances](https://github.com/nicolargo/glances) | 13574 | 917 | Python | 113 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2019-05-31T14:36:30Z |
| 63 | [spaCy](https://github.com/explosion/spaCy) | 13532 | 2318 | Python | 154 | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | 2019-06-07T18:41:12Z |
| 64 | [algo](https://github.com/trailofbits/algo) | 13462 | 1183 | Python | 45 | Set up a personal IPSEC VPN in the cloud | 2019-06-09T16:24:01Z |
| 65 | [magenta](https://github.com/tensorflow/magenta) | 13326 | 2616 | Python | 197 | Magenta: Music and Art Generation with Machine Intelligence | 2019-06-07T22:56:25Z |
| 66 | [pyspider](https://github.com/binux/pyspider) | 13228 | 3244 | Python | 235 | A Powerful Spider(Web Crawler) System in Python. | 2019-05-09T15:53:42Z |
| 67 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 12946 | 1417 | Python | 32 | :octocat: 分享 GitHub 上有趣、入门级的开源项目「每月28号更新」 | 2019-05-31T03:58:40Z |
| 68 | [redash](https://github.com/getredash/redash) | 12785 | 2110 | Python | 472 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2019-06-09T09:22:19Z |
| 69 | [hosts](https://github.com/StevenBlack/hosts) | 12746 | 1120 | Python | 52 | 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.  | 2019-06-05T21:02:30Z |
| 70 | [celery](https://github.com/celery/celery) | 12574 | 3281 | Python | 426 | Distributed Task Queue (development branch) | 2019-06-09T07:54:47Z |
| 71 | [airflow](https://github.com/apache/airflow) | 12544 | 4558 | Python | 311 | Apache Airflow | 2019-06-10T03:26:38Z |
| 72 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 12387 | 5450 | Python | 936 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2019-06-01T01:15:01Z |
| 73 | [sanic](https://github.com/huge-success/sanic) | 12187 | 1150 | Python | 73 | Async Python 3.6+ web server/framework \| Build fast. Run fast. | 2019-06-06T12:22:00Z |
| 74 | [TensorFlow-Course](https://github.com/machinelearningmindset/TensorFlow-Course) | 12137 | 2280 | Python | 1 | Simple and ready-to-use tutorials for TensorFlow  | 2019-05-16T05:36:38Z |
| 75 | [bitcoinbook](https://github.com/bitcoinbook/bitcoinbook) | 11863 | 3450 | Python | 90 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2019-05-27T09:05:06Z |
| 76 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 11803 | 3599 | Python | 45 | PyTorch Tutorial for Deep Learning Researchers | 2019-05-12T21:44:06Z |
| 77 | [luigi](https://github.com/spotify/luigi) | 11688 | 1944 | Python | 51 | 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.  | 2019-06-07T11:16:49Z |
| 78 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 11587 | 2061 | 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. | 2019-06-09T02:21:59Z |
| 79 | [Python](https://github.com/geekcomputers/Python) | 11438 | 6436 | Python | 77 | My Python Examples | 2019-05-17T16:45:23Z |
| 80 | [PySnooper](https://github.com/cool-RR/PySnooper) | 11351 | 693 | Python | 10 | Never use print for debugging again | 2019-05-30T06:05:37Z |
| 81 | [fabric](https://github.com/fabric/fabric) | 11333 | 1719 | Python | 341 | Simple, Pythonic remote execution and deployment. | 2019-05-10T06:00:40Z |
| 82 | [nginx-proxy](https://github.com/jwilder/nginx-proxy) | 10932 | 2028 | Python | 526 | Automated nginx proxy for Docker containers using docker-gen | 2019-05-19T21:49:11Z |
| 83 | [material-theme](https://github.com/equinusocio/material-theme) | 10894 | 785 | Python | 3 | Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino | 2019-05-31T08:01:09Z |
| 84 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 10873 | 1004 | Python | 14 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2019-06-10T03:27:31Z |
| 85 | [black](https://github.com/python/black) | 10764 | 535 | Python | 170 | The uncompromising Python code formatter | 2019-06-09T07:18:02Z |
| 86 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 10713 | 1720 | Python | 15 | 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. | 2019-06-09T20:29:25Z |
| 87 | [awesome-algorithm](https://github.com/apachecn/awesome-algorithm) | 10458 | 2095 | Python | 2 | 刷题训练指南 | 2019-06-08T07:45:21Z |
| 88 | [powerline](https://github.com/powerline/powerline) | 10408 | 804 | Python | 167 | Powerline is a statusline plugin for vim, and provides statuslines and prompts for several other applications, including zsh, bash, tmux, IPython, Awesome and Qtile. | 2019-05-18T07:28:20Z |
| 89 | [tqdm](https://github.com/tqdm/tqdm) | 10358 | 550 | Python | 206 | A Fast, Extensible Progress Bar for Python and CLI | 2019-06-09T11:49:43Z |
| 90 | [pix2code](https://github.com/tonybeltramelli/pix2code) | 10239 | 1048 | Python | 0 | pix2code: Generating Code from a Graphical User Interface Screenshot | 2019-04-09T23:35:37Z |
| 91 | [locust](https://github.com/locustio/locust) | 10224 | 1471 | Python | 169 | Scalable user load testing tool written in Python | 2019-06-09T09:52:14Z |
| 92 | [manim](https://github.com/3b1b/manim) | 10197 | 1142 | Python | 68 | Animation engine for explanatory math videos | 2019-06-09T20:23:20Z |
| 93 | [salt](https://github.com/saltstack/salt) | 9974 | 4576 | Python | 2604 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:  | 2019-06-10T01:04:26Z |
| 94 | [zulip](https://github.com/zulip/zulip) | 9920 | 3055 | Python | 1336 | Zulip server - powerful open source team chat | 2019-06-10T03:11:26Z |
| 95 | [requests-html](https://github.com/kennethreitz/requests-html) | 9739 | 581 | Python | 55 | Pythonic HTML Parsing for Humans™ | 2019-05-31T17:23:28Z |
| 96 | [autojump](https://github.com/wting/autojump) | 9688 | 480 | Python | 153 | A cd command that learns - easily navigate directories from the command line | 2019-05-31T07:43:20Z |
| 97 | [FastPhotoStyle](https://github.com/NVIDIA/FastPhotoStyle) | 9645 | 932 | Python | 36 | Style transfer, deep learning, feature transform | 2019-05-14T09:40:36Z |
| 98 | [cookiecutter](https://github.com/audreyr/cookiecutter) | 9644 | 1050 | Python | 237 | A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects. | 2019-06-08T15:55:48Z |
| 99 | [bokeh](https://github.com/bokeh/bokeh) | 9539 | 2569 | Python | 401 | Interactive Web Plotting for Python | 2019-06-10T02:13:03Z |
| 100 | [matplotlib](https://github.com/matplotlib/matplotlib) | 9384 | 4231 | Python | 1462 | matplotlib: plotting with Python | 2019-06-10T03:47:57Z |