[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) | 67730 | 13138 | Python | 497 | A curated list of awesome Python frameworks, libraries, software and resources | 2019-05-22T14:07:27Z |
| 2 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 63511 | 9642 | Python | 86 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2019-05-23T02:37:48Z |
| 3 | [public-apis](https://github.com/toddmotto/public-apis) | 57284 | 5962 | Python | 55 | A collective list of free APIs for use in software and web development. | 2019-05-20T02:43:25Z |
| 4 | [models](https://github.com/tensorflow/models) | 53152 | 32893 | Python | 1658 | Models and examples built with TensorFlow | 2019-05-24T01:46:36Z |
| 5 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 50717 | 8813 | Python | 2831 | Command-line program to download videos from YouTube.com and other video sites | 2019-05-23T17:46:33Z |
| 6 | [flask](https://github.com/pallets/flask) | 44288 | 12426 | Python | 42 | The Python micro framework for building web applications. | 2019-05-23T15:22:08Z |
| 7 | [thefuck](https://github.com/nvbn/thefuck) | 43863 | 2187 | Python | 163 | Magnificent app which corrects your previous console command. | 2019-05-23T17:24:11Z |
| 8 | [Python](https://github.com/TheAlgorithms/Python) | 42358 | 12112 | Python | 183 | All Algorithms implemented in Python | 2019-05-23T17:47:21Z |
| 9 | [django](https://github.com/django/django) | 41722 | 17971 | Python | 236 | The Web framework for perfectionists with deadlines. | 2019-05-23T18:33:39Z |
| 10 | [httpie](https://github.com/jakubroztocil/httpie) | 41560 | 2726 | Python | 163 | 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) | 41389 | 15752 | Python | 2358 | Deep Learning for humans | 2019-05-24T00:03:50Z |
| 12 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 39989 | 9979 | Python | 1 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2019-05-22T14:11:45Z |
| 13 | [requests](https://github.com/kennethreitz/requests) | 38718 | 7077 | Python | 223 | Python HTTP Requests for Humans™ ✨🍰✨ | 2019-05-23T22:02:55Z |
| 14 | [ansible](https://github.com/ansible/ansible) | 37304 | 15539 | Python | 5722 | 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/ | 2019-05-24T03:57:11Z |
| 15 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 35265 | 17207 | Python | 1939 | scikit-learn: machine learning in Python | 2019-05-24T01:39:08Z |
| 16 | [scrapy](https://github.com/scrapy/scrapy) | 32930 | 7765 | Python | 806 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2019-05-23T09:35:20Z |
| 17 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 32463 | 1371 | 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) | 30014 | 18261 | Python | 438 | None | 2019-05-19T22:58:33Z |
| 19 | [XX-Net](https://github.com/XX-net/XX-Net) | 27639 | 7513 | Python | 7796 | a web proxy tool | 2019-03-24T15:34:44Z |
| 20 | [certbot](https://github.com/certbot/certbot) | 25082 | 2567 | Python | 770 | 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. | 2019-05-24T01:25:25Z |
| 21 | [you-get](https://github.com/soimort/you-get) | 24513 | 4879 | Python | 316 | :arrow_double_down: Dumb downloader that scrapes the web | 2019-05-23T21:32:23Z |
| 22 | [cpython](https://github.com/python/cpython) | 24406 | 9992 | Python | 1012 | The Python programming language | 2019-05-24T02:06:36Z |
| 23 | [face_recognition](https://github.com/ageitgey/face_recognition) | 24112 | 6370 | Python | 307 | The world's simplest facial recognition api for Python and the command line | 2019-05-21T06:35:34Z |
| 24 | [home-assistant](https://github.com/home-assistant/home-assistant) | 23825 | 6910 | Python | 1196 | :house_with_garden: Open source home automation that puts local control and privacy first | 2019-05-24T03:53:22Z |
| 25 | [Algorithm_Interview_Notes-Chinese](https://github.com/imhuay/Algorithm_Interview_Notes-Chinese) | 23410 | 7114 | 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) | 23178 | 5315 | 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) | 22887 | 5210 | 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) | 22809 | 2944 | Python | 123 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2019-05-20T11:30:00Z |
| 29 | [tldr](https://github.com/tldr-pages/tldr) | 22477 | 1658 | Python | 78 | :books: Simplified and community-driven man pages | 2019-05-23T20:45:21Z |
| 30 | [sentry](https://github.com/getsentry/sentry) | 20915 | 2392 | Python | 874 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2019-05-24T01:58:01Z |
| 31 | [python-patterns](https://github.com/faif/python-patterns) | 20609 | 4466 | Python | 9 | A collection of design patterns/idioms in Python | 2019-05-10T20:43:10Z |
| 32 | [Detectron](https://github.com/facebookresearch/Detectron) | 20429 | 4351 | Python | 230 | 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) | 19691 | 2100 | Python | 23 | A little bit about a linux kernel | 2019-05-21T17:35:03Z |
| 34 | [pandas](https://github.com/pandas-dev/pandas) | 19637 | 7763 | Python | 2990 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2019-05-23T17:48:30Z |
| 35 | [YouCompleteMe](https://github.com/Valloric/YouCompleteMe) | 19081 | 2139 | Python | 46 | A code-completion engine for Vim | 2019-05-11T15:18:20Z |
| 36 | [jieba](https://github.com/fxsjy/jieba) | 18679 | 4868 | Python | 471 | 结巴中文分词 | 2019-05-14T02:44:01Z |
| 37 | [faceswap](https://github.com/deepfakes/faceswap) | 18636 | 6161 | Python | 13 | Non official project based on original /r/Deepfakes thread. Many thanks to him! | 2019-05-23T22:02:17Z |
| 38 | [tornado](https://github.com/tornadoweb/tornado) | 17777 | 4942 | Python | 158 | 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) | 17133 | 2505 | 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) | 17019 | 1255 | Python | 315 |  Python Development Workflow for Humans. | 2019-05-23T13:59:13Z |
| 41 | [localstack](https://github.com/localstack/localstack) | 16938 | 1172 | Python | 425 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2019-05-23T22:07:55Z |
| 42 | [gym](https://github.com/openai/gym) | 16817 | 4503 | Python | 196 | A toolkit for developing and comparing reinforcement learning algorithms. | 2019-05-21T01:24:01Z |
| 43 | [ItChat](https://github.com/littlecodersh/ItChat) | 16406 | 3843 | Python | 172 | 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) | 16386 | 795 | Python | 40 | the only cheat sheet you need | 2019-05-20T22:46:36Z |
| 45 | [compose](https://github.com/docker/compose) | 16169 | 2479 | Python | 462 | Define and run multi-container applications with Docker | 2019-05-23T22:33:05Z |
| 46 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 15611 | 4753 | 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) | 15130 | 3610 | Python | 361 | TensorFlow code and pre-trained models for BERT | 2019-05-14T00:54:43Z |
| 48 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 15104 | 1958 | Python | 245 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2019-05-23T15:49:29Z |
| 49 | [algorithms](https://github.com/keon/algorithms) | 15019 | 2780 | Python | 49 | Minimal examples of data structures and algorithms in Python | 2019-05-21T15:58:23Z |
| 50 | [reddit](https://github.com/reddit-archive/reddit) | 14987 | 2759 | Python | 303 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 51 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 14778 | 1027 | Python | 2 | Guide to securing and improving privacy on macOS | 2019-05-21T03:52:04Z |
| 52 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 14622 | 1358 | 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) | 14571 | 1217 | Python | 37 | Monospaced font family for user interface and coding environments | 2019-04-23T18:57:53Z |
| 54 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 14241 | 3086 | Python | 49 | Automatic SQL injection and database takeover tool | 2019-05-22T07:43:18Z |
| 55 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 14204 | 4209 | Python | 211 | Web APIs for Django. ⚡️ | 2019-05-23T13:42:30Z |
| 56 | [AiLearning](https://github.com/apachecn/AiLearning) | 14116 | 4983 | Python | 23 | AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP | 2019-05-22T02:44:05Z |
| 57 | [python-fire](https://github.com/google/python-fire) | 14107 | 823 | Python | 59 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2019-05-22T22:28:36Z |
| 58 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13907 | 4686 | Python | 25 | 微信《跳一跳》Python 辅助 | 2018-08-03T00:44:49Z |
| 59 | [ZeroNet](https://github.com/HelloZeroNet/ZeroNet) | 13835 | 1796 | Python | 581 | ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network | 2019-05-23T16:02:48Z |
| 60 | [chinese-poetry](https://github.com/chinese-poetry/chinese-poetry) | 13809 | 2385 | 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。   | 2019-05-22T01:28:37Z |
| 61 | [ipython](https://github.com/ipython/ipython) | 13580 | 3813 | Python | 1183 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2019-05-19T22:26:31Z |
| 62 | [glances](https://github.com/nicolargo/glances) | 13472 | 914 | Python | 108 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2019-05-19T11:42:58Z |
| 63 | [spaCy](https://github.com/explosion/spaCy) | 13384 | 2279 | Python | 154 | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | 2019-05-23T01:47:29Z |
| 64 | [algo](https://github.com/trailofbits/algo) | 13285 | 1163 | Python | 42 | Set up a personal IPSEC VPN in the cloud | 2019-05-23T15:05:19Z |
| 65 | [magenta](https://github.com/tensorflow/magenta) | 13237 | 2593 | Python | 197 | Magenta: Music and Art Generation with Machine Intelligence | 2019-05-24T01:15:08Z |
| 66 | [pyspider](https://github.com/binux/pyspider) | 13158 | 3228 | Python | 235 | A Powerful Spider(Web Crawler) System in Python. | 2019-05-09T15:53:42Z |
| 67 | [redash](https://github.com/getredash/redash) | 12677 | 2075 | Python | 470 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2019-05-23T22:40:48Z |
| 68 | [hosts](https://github.com/StevenBlack/hosts) | 12606 | 1113 | Python | 59 | 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.  | 2019-05-23T16:18:53Z |
| 69 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 12561 | 1363 | Python | 32 | :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」 | 2019-05-23T20:32:46Z |
| 70 | [celery](https://github.com/celery/celery) | 12436 | 3256 | Python | 439 | Distributed Task Queue (development branch) | 2019-05-23T07:08:23Z |
| 71 | [airflow](https://github.com/apache/airflow) | 12353 | 4479 | Python | 309 | Apache Airflow | 2019-05-24T03:59:37Z |
| 72 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 12150 | 5295 | Python | 912 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2019-05-20T12:59:51Z |
| 73 | [sanic](https://github.com/huge-success/sanic) | 12111 | 1143 | Python | 69 | Async Python 3.6+ web server/framework \| Build fast. Run fast. | 2019-05-24T03:52:31Z |
| 74 | [TensorFlow-Course](https://github.com/machinelearningmindset/TensorFlow-Course) | 11868 | 2212 | Python | 1 | Simple and ready-to-use tutorials for TensorFlow  | 2019-05-16T05:36:38Z |
| 75 | [bitcoinbook](https://github.com/bitcoinbook/bitcoinbook) | 11806 | 3431 | Python | 87 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2019-05-14T21:32:23Z |
| 76 | [luigi](https://github.com/spotify/luigi) | 11580 | 1931 | Python | 55 | 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.  | 2019-05-23T02:32:44Z |
| 77 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 11557 | 3524 | Python | 44 | PyTorch Tutorial for Deep Learning Researchers | 2019-05-12T21:44:06Z |
| 78 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 11518 | 2041 | 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 |
| 79 | [Python](https://github.com/geekcomputers/Python) | 11298 | 6374 | Python | 75 | My Python Examples | 2019-05-17T16:45:23Z |
| 80 | [fabric](https://github.com/fabric/fabric) | 11295 | 1716 | Python | 338 | Simple, Pythonic remote execution and deployment. | 2019-05-10T06:00:40Z |
| 81 | [material-theme](https://github.com/equinusocio/material-theme) | 10891 | 782 | 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) | 10834 | 2011 | Python | 523 | Automated nginx proxy for Docker containers using docker-gen | 2019-05-19T21:49:11Z |
| 83 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 10822 | 992 | Python | 12 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2019-05-21T02:28:23Z |
| 84 | [PySnooper](https://github.com/cool-RR/PySnooper) | 10733 | 624 | Python | 9 | Never use print for debugging again | 2019-05-20T10:54:15Z |
| 85 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 10479 | 1659 | Python | 14 | 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. | 2019-05-23T22:10:37Z |
| 86 | [powerline](https://github.com/powerline/powerline) | 10360 | 803 | Python | 165 | 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 |
| 87 | [awesome-algorithm](https://github.com/apachecn/awesome-algorithm) | 10337 | 2062 | Python | 4 | 刷题训练指南 | 2019-05-22T14:12:52Z |
| 88 | [black](https://github.com/python/black) | 10305 | 507 | Python | 161 | The uncompromising Python code formatter | 2019-05-22T03:02:18Z |
| 89 | [pix2code](https://github.com/tonybeltramelli/pix2code) | 10211 | 1044 | Python | 0 | pix2code: Generating Code from a Graphical User Interface Screenshot | 2019-04-09T23:35:37Z |
| 90 | [tqdm](https://github.com/tqdm/tqdm) | 10196 | 535 | Python | 201 | A Fast, Extensible Progress Bar for Python and CLI | 2019-05-20T17:03:07Z |
| 91 | [locust](https://github.com/locustio/locust) | 10100 | 1454 | Python | 164 | Scalable user load testing tool written in Python | 2019-05-22T13:28:38Z |
| 92 | [salt](https://github.com/saltstack/salt) | 9935 | 4563 | Python | 2590 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:  | 2019-05-24T01:30:06Z |
| 93 | [manim](https://github.com/3b1b/manim) | 9885 | 1097 | Python | 66 | Animation engine for explanatory math videos | 2019-05-22T09:02:25Z |
| 94 | [zulip](https://github.com/zulip/zulip) | 9840 | 3031 | Python | 1330 | Zulip server - powerful open source team chat | 2019-05-24T01:14:48Z |
| 95 | [FastPhotoStyle](https://github.com/NVIDIA/FastPhotoStyle) | 9603 | 919 | Python | 36 | Style transfer, deep learning, feature transform | 2019-05-14T09:40:36Z |
| 96 | [autojump](https://github.com/wting/autojump) | 9599 | 474 | Python | 150 | A cd command that learns - easily navigate directories from the command line | 2019-04-15T12:19:36Z |
| 97 | [cookiecutter](https://github.com/audreyr/cookiecutter) | 9566 | 1039 | Python | 235 | A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects. | 2019-05-23T13:35:52Z |
| 98 | [bokeh](https://github.com/bokeh/bokeh) | 9466 | 2550 | Python | 391 | Interactive Web Plotting for Python | 2019-05-23T08:35:11Z |
| 99 | [matplotlib](https://github.com/matplotlib/matplotlib) | 9301 | 4183 | Python | 1452 | matplotlib: plotting with Python | 2019-05-23T21:37:00Z |
| 100 | [kivy](https://github.com/kivy/kivy) | 9297 | 2091 | Python | 623 | Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS | 2019-05-24T02:19:50Z |