Github-Ranking/Top100/Python.md

[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) | 67021 | 12986 | Python | 494 | A curated list of awesome Python frameworks, libraries, software and resources | 2019-05-08T14:09:48Z |
| 2 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 62733 | 9451 | Python | 86 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2019-05-07T10:24:42Z |
| 3 | [public-apis](https://github.com/toddmotto/public-apis) | 56680 | 5884 | Python | 49 | A collective list of free APIs for use in software and web development. | 2019-05-08T11:14:57Z |
| 4 | [models](https://github.com/tensorflow/models) | 52401 | 32390 | Python | 1613 | Models and examples built with TensorFlow | 2019-05-09T02:59:34Z |
| 5 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 50163 | 8695 | Python | 2837 | Command-line program to download videos from YouTube.com and other video sites | 2019-05-09T03:14:44Z |
| 6 | [flask](https://github.com/pallets/flask) | 43905 | 12341 | Python | 85 | The Python micro framework for building web applications. | 2019-05-08T15:03:44Z |
| 7 | [thefuck](https://github.com/nvbn/thefuck) | 43591 | 2172 | Python | 161 | Magnificent app which corrects your previous console command. | 2019-04-26T11:15:09Z |
| 8 | [django](https://github.com/django/django) | 41386 | 17822 | Python | 229 | The Web framework for perfectionists with deadlines. | 2019-05-09T01:02:45Z |
| 9 | [httpie](https://github.com/jakubroztocil/httpie) | 41077 | 2707 | Python | 157 | 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 |
| 10 | [keras](https://github.com/keras-team/keras) | 40960 | 15574 | Python | 2368 | Deep Learning for humans | 2019-05-07T15:17:51Z |
| 11 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 39696 | 9886 | Python | 4 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2019-04-30T14:58:48Z |
| 12 | [requests](https://github.com/kennethreitz/requests) | 38527 | 7030 | Python | 213 | Python HTTP Requests for Humans™ ✨🍰✨ | 2019-05-06T11:48:08Z |
| 13 | [Python](https://github.com/TheAlgorithms/Python) | 37395 | 10621 | Python | 171 | All Algorithms implemented in Python | 2019-05-08T19:48:31Z |
| 14 | [ansible](https://github.com/ansible/ansible) | 37008 | 15339 | Python | 5718 | 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/ | 2019-05-09T03:34:27Z |
| 15 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 34952 | 17084 | Python | 1926 | scikit-learn: machine learning in Python | 2019-05-09T02:24:16Z |
| 16 | [scrapy](https://github.com/scrapy/scrapy) | 32714 | 7715 | Python | 795 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2019-05-08T10:55:55Z |
| 17 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 32399 | 1366 | 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) | 29813 | 18094 | Python | 435 | None | 2019-04-16T15:13:35Z |
| 19 | [XX-Net](https://github.com/XX-net/XX-Net) | 27465 | 7491 | Python | 7782 | a web proxy tool | 2019-03-24T15:34:44Z |
| 20 | [certbot](https://github.com/certbot/certbot) | 24979 | 2553 | 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. | 2019-05-08T15:13:41Z |
| 21 | [you-get](https://github.com/soimort/you-get) | 24132 | 4797 | Python | 315 | :arrow_double_down: Dumb downloader that scrapes the web | 2019-05-08T23:46:50Z |
| 22 | [cpython](https://github.com/python/cpython) | 24066 | 9808 | Python | 1045 | The Python programming language | 2019-05-09T03:59:36Z |
| 23 | [face_recognition](https://github.com/ageitgey/face_recognition) | 23648 | 6238 | Python | 297 | The world's simplest facial recognition api for Python and the command line | 2019-05-02T09:09:26Z |
| 24 | [home-assistant](https://github.com/home-assistant/home-assistant) | 23421 | 6824 | Python | 1148 | :house_with_garden: Open source home automation that puts local control and privacy first | 2019-05-09T03:57:35Z |
| 25 | [Algorithm_Interview_Notes-Chinese](https://github.com/imhuay/Algorithm_Interview_Notes-Chinese) | 23002 | 6963 | 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) | 22776 | 5167 | Python | 39 | 100 Days of ML Coding | 2019-04-06T19:41:38Z |
| 27 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 22704 | 5151 | 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) | 22538 | 2916 | Python | 113 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2019-05-02T23:54:30Z |
| 29 | [tldr](https://github.com/tldr-pages/tldr) | 22314 | 1654 | Python | 86 | :books: Simplified and community-driven man pages | 2019-05-09T02:17:04Z |
| 30 | [sentry](https://github.com/getsentry/sentry) | 20747 | 2364 | Python | 859 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2019-05-09T03:39:10Z |
| 31 | [python-patterns](https://github.com/faif/python-patterns) | 20426 | 4428 | Python | 11 | A collection of design patterns/idioms in Python | 2019-05-01T20:10:58Z |
| 32 | [Detectron](https://github.com/facebookresearch/Detectron) | 20258 | 4292 | Python | 228 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2019-04-15T14:48:49Z |
| 33 | [linux-insides](https://github.com/0xAX/linux-insides) | 19610 | 2088 | Python | 23 | A little bit about a linux kernel | 2019-04-24T11:23:17Z |
| 34 | [pandas](https://github.com/pandas-dev/pandas) | 19416 | 7693 | Python | 2957 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2019-05-08T20:06:17Z |
| 35 | [YouCompleteMe](https://github.com/Valloric/YouCompleteMe) | 18992 | 2127 | Python | 47 | A code-completion engine for Vim | 2019-05-08T21:40:52Z |
| 36 | [jieba](https://github.com/fxsjy/jieba) | 18453 | 4822 | Python | 472 | 结巴中文分词 | 2019-04-18T17:08:54Z |
| 37 | [faceswap](https://github.com/deepfakes/faceswap) | 18198 | 6043 | Python | 9 | Non official project based on original /r/Deepfakes thread. Many thanks to him! | 2019-05-09T02:28:35Z |
| 38 | [tornado](https://github.com/tornadoweb/tornado) | 17712 | 4921 | Python | 154 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed. | 2019-05-05T17:34:31Z |
| 39 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 17026 | 2479 | 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) | 16844 | 1249 | Python | 326 |  Python Development Workflow for Humans. | 2019-05-08T12:31:17Z |
| 41 | [localstack](https://github.com/localstack/localstack) | 16713 | 1146 | Python | 407 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2019-05-08T21:33:05Z |
| 42 | [gym](https://github.com/openai/gym) | 16637 | 4450 | Python | 216 | A toolkit for developing and comparing reinforcement learning algorithms. | 2019-05-07T13:48:12Z |
| 43 | [cheat.sh](https://github.com/chubin/cheat.sh) | 16194 | 776 | Python | 38 | the only cheat sheet you need | 2019-05-01T19:31:19Z |
| 44 | [ItChat](https://github.com/littlecodersh/ItChat) | 16180 | 3790 | Python | 163 | 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。 | 2019-05-05T10:14:03Z |
| 45 | [compose](https://github.com/docker/compose) | 16037 | 2453 | Python | 540 | Define and run multi-container applications with Docker | 2019-05-06T04:20:21Z |
| 46 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 15514 | 4712 | 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) | 14966 | 2758 | Python | 303 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 48 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 14938 | 1945 | Python | 238 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2019-04-19T18:43:25Z |
| 49 | [algorithms](https://github.com/keon/algorithms) | 14901 | 2735 | Python | 48 | Minimal examples of data structures and algorithms in Python | 2019-05-03T10:47:05Z |
| 50 | [bert](https://github.com/google-research/bert) | 14730 | 3441 | Python | 337 | TensorFlow code and pre-trained models for BERT | 2019-04-24T03:38:27Z |
| 51 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 14719 | 1021 | Python | 3 | Guide to securing and improving privacy on macOS | 2019-05-05T14:51:08Z |
| 52 | [source-code-pro](https://github.com/adobe-fonts/source-code-pro) | 14490 | 1214 | Python | 37 | Monospaced font family for user interface and coding environments | 2019-04-23T18:57:53Z |
| 53 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 14487 | 1348 | Python | 25 | A collection of surprising Python snippets and lesser-known features. | 2019-05-01T14:52:41Z |
| 54 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 14096 | 3069 | Python | 54 | Automatic SQL injection and database takeover tool | 2019-05-08T15:21:46Z |
| 55 | [python-fire](https://github.com/google/python-fire) | 14024 | 814 | Python | 59 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2019-04-26T21:35:07Z |
| 56 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 13961 | 4167 | Python | 218 | Web APIs for Django. ⚡️ | 2019-05-09T02:34:39Z |
| 57 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13893 | 4685 | Python | 25 | 微信《跳一跳》Python 辅助 | 2018-08-03T00:44:49Z |
| 58 | [ZeroNet](https://github.com/HelloZeroNet/ZeroNet) | 13720 | 1778 | Python | 575 | ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network | 2019-05-02T16:03:03Z |
| 59 | [chinese-poetry](https://github.com/chinese-poetry/chinese-poetry) | 13690 | 2336 | 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 |
| 60 | [ipython](https://github.com/ipython/ipython) | 13550 | 3805 | Python | 1166 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2019-05-09T02:25:01Z |
| 61 | [glances](https://github.com/nicolargo/glances) | 13377 | 905 | Python | 104 | 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 |
| 62 | [AiLearning](https://github.com/apachecn/AiLearning) | 13346 | 4694 | Python | 23 | AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP | 2019-05-08T06:27:56Z |
| 63 | [spaCy](https://github.com/explosion/spaCy) | 13242 | 2241 | Python | 151 | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | 2019-05-08T21:19:40Z |
| 64 | [algo](https://github.com/trailofbits/algo) | 13139 | 1152 | Python | 46 | Set up a personal IPSEC VPN in the cloud | 2019-05-08T15:33:28Z |
| 65 | [magenta](https://github.com/tensorflow/magenta) | 13131 | 2560 | Python | 193 | Magenta: Music and Art Generation with Machine Intelligence | 2019-05-06T05:59:02Z |
| 66 | [pyspider](https://github.com/binux/pyspider) | 13083 | 3212 | Python | 228 | A Powerful Spider(Web Crawler) System in Python. | 2019-04-21T01:01:29Z |
| 67 | [redash](https://github.com/getredash/redash) | 12568 | 2052 | Python | 462 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2019-05-08T19:12:53Z |
| 68 | [hosts](https://github.com/StevenBlack/hosts) | 12492 | 1099 | 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.  | 2019-05-06T16:48:16Z |
| 69 | [celery](https://github.com/celery/celery) | 12302 | 3240 | Python | 440 | Distributed Task Queue (development branch) | 2019-05-06T15:54:11Z |
| 70 | [airflow](https://github.com/apache/airflow) | 12158 | 4379 | Python | 301 | Apache Airflow | 2019-05-09T03:34:27Z |
| 71 | [sanic](https://github.com/huge-success/sanic) | 11991 | 1127 | Python | 88 | Async Python 3.5+ web server that's written to go fast | 2019-05-08T20:14:22Z |
| 72 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 11869 | 1283 | Python | 30 | :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 |
| 73 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 11862 | 5158 | Python | 895 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2019-05-02T07:56:16Z |
| 74 | [bitcoinbook](https://github.com/bitcoinbook/bitcoinbook) | 11747 | 3414 | Python | 100 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2019-05-08T20:54:40Z |
| 75 | [TensorFlow-Course](https://github.com/machinelearningmindset/TensorFlow-Course) | 11525 | 2120 | Python | 3 | Simple and ready-to-use tutorials for TensorFlow  | 2019-04-15T11:30:13Z |
| 76 | [luigi](https://github.com/spotify/luigi) | 11491 | 1915 | 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.  | 2019-05-08T18:50:16Z |
| 77 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 11462 | 2013 | 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) | 11289 | 3420 | Python | 39 | PyTorch Tutorial for Deep Learning Researchers | 2019-04-15T04:35:57Z |
| 79 | [fabric](https://github.com/fabric/fabric) | 11238 | 1715 | Python | 335 | Simple, Pythonic remote execution and deployment. | 2019-05-07T00:50:29Z |
| 80 | [Python](https://github.com/geekcomputers/Python) | 11124 | 6317 | Python | 74 | My Python Examples | 2019-04-28T10:49:09Z |
| 81 | [material-theme](https://github.com/equinusocio/material-theme) | 10883 | 780 | Python | 3 | Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino | 2019-03-20T10:51:26Z |
| 82 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 10729 | 981 | Python | 10 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2019-04-29T17:23:53Z |
| 83 | [nginx-proxy](https://github.com/jwilder/nginx-proxy) | 10707 | 1991 | Python | 521 | Automated nginx proxy for Docker containers using docker-gen | 2019-04-17T20:38:16Z |
| 84 | [powerline](https://github.com/powerline/powerline) | 10290 | 797 | Python | 162 | 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 |
| 85 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 10245 | 1614 | 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. | 2019-05-08T14:19:22Z |
| 86 | [awesome-algorithm](https://github.com/apachecn/awesome-algorithm) | 10213 | 2013 | Python | 4 | 刷题训练指南 | 2019-05-07T13:32:11Z |
| 87 | [pix2code](https://github.com/tonybeltramelli/pix2code) | 10176 | 1030 | Python | 0 | pix2code: Generating Code from a Graphical User Interface Screenshot | 2019-04-09T23:35:37Z |
| 88 | [tqdm](https://github.com/tqdm/tqdm) | 10018 | 518 | Python | 201 | A fast, extensible progress bar for Python and CLI | 2019-05-08T15:14:48Z |
| 89 | [locust](https://github.com/locustio/locust) | 9972 | 1436 | Python | 163 | Scalable user load testing tool written in Python | 2019-05-03T14:20:41Z |
| 90 | [salt](https://github.com/saltstack/salt) | 9885 | 4551 | Python | 2549 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:  | 2019-05-08T22:01:51Z |
| 91 | [zulip](https://github.com/zulip/zulip) | 9755 | 3009 | Python | 1330 | Zulip server - powerful open source team chat | 2019-05-09T03:12:26Z |
| 92 | [PySnooper](https://github.com/cool-RR/PySnooper) | 9657 | 548 | Python | 20 | Never use print for debugging again | 2019-05-08T14:43:58Z |
| 93 | [FastPhotoStyle](https://github.com/NVIDIA/FastPhotoStyle) | 9566 | 908 | Python | 33 | Style transfer, deep learning, feature transform | 2019-04-05T18:41:46Z |
| 94 | [manim](https://github.com/3b1b/manim) | 9524 | 1045 | Python | 56 | Animation engine for explanatory math videos | 2019-05-08T05:41:11Z |
| 95 | [autojump](https://github.com/wting/autojump) | 9523 | 471 | Python | 149 | A cd command that learns - easily navigate directories from the command line | 2019-04-15T12:19:36Z |
| 96 | [cookiecutter](https://github.com/audreyr/cookiecutter) | 9439 | 1028 | Python | 231 | A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects. | 2019-05-03T22:42:29Z |
| 97 | [bokeh](https://github.com/bokeh/bokeh) | 9389 | 2527 | Python | 380 | Interactive Web Plotting for Python | 2019-05-09T01:02:26Z |
| 98 | [kivy](https://github.com/kivy/kivy) | 9213 | 2071 | Python | 629 | Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS | 2019-05-07T23:30:41Z |
| 99 | [black](https://github.com/python/black) | 9206 | 458 | Python | 156 | The uncompromising Python code formatter | 2019-05-09T03:42:13Z |
| 100 | [matplotlib](https://github.com/matplotlib/matplotlib) | 9202 | 4147 | Python | 1475 | matplotlib: plotting with Python | 2019-05-09T03:57:47Z |