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 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 70889 | 11198 | Python | 103 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2019-08-16T19:52:04Z |
| 2 | [public-apis](https://github.com/public-apis/public-apis) | 60175 | 6436 | Python | 62 | A collective list of free APIs for use in software and web development. | 2019-08-16T09:26:00Z |
| 3 | [models](https://github.com/tensorflow/models) | 56513 | 35397 | Python | 1825 | Models and examples built with TensorFlow | 2019-08-17T06:23:42Z |
| 4 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 54489 | 9441 | Python | 2941 | Command-line program to download videos from YouTube.com and other video sites | 2019-08-17T07:11:50Z |
| 5 | [thefuck](https://github.com/nvbn/thefuck) | 45952 | 2272 | Python | 171 | Magnificent app which corrects your previous console command. | 2019-08-14T07:08:16Z |
| 6 | [flask](https://github.com/pallets/flask) | 45908 | 12815 | Python | 21 | The Python micro framework for building web applications. | 2019-08-17T00:37:56Z |
| 7 | [keras](https://github.com/keras-team/keras) | 43488 | 16548 | Python | 2519 | Deep Learning for humans | 2019-08-15T15:18:37Z |
| 8 | [django](https://github.com/django/django) | 43443 | 18685 | Python | 231 | The Web framework for perfectionists with deadlines. | 2019-08-17T10:54:29Z |
| 9 | [httpie](https://github.com/jakubroztocil/httpie) | 42674 | 2806 | Python | 166 | 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 | 2019-08-16T08:04:01Z |
| 10 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 41324 | 10410 | Python | 4 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2019-08-16T11:15:28Z |
| 11 | [requests](https://github.com/psf/requests) | 39788 | 7234 | Python | 256 | Python HTTP Requests for Humans™ ✨🍰✨ | 2019-08-16T01:47:19Z |
| 12 | [ansible](https://github.com/ansible/ansible) | 38891 | 16411 | Python | 6075 | 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/ | 2019-08-17T10:55:37Z |
| 13 | [scrapy](https://github.com/scrapy/scrapy) | 33993 | 7966 | Python | 724 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2019-08-16T16:15:46Z |
| 14 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 32972 | 1413 | Python | 74 | 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. | 2019-07-07T07:05:31Z |
| 15 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 31050 | 18926 | Python | 448 | None | 2019-06-14T03:17:23Z |
| 16 | [XX-Net](https://github.com/XX-net/XX-Net) | 28459 | 7667 | Python | 7421 | a web proxy tool | 2019-08-11T10:42:32Z |
| 17 | [face_recognition](https://github.com/ageitgey/face_recognition) | 27125 | 7284 | Python | 359 | The world's simplest facial recognition api for Python and the command line | 2019-08-07T22:10:08Z |
| 18 | [cpython](https://github.com/python/cpython) | 26081 | 11168 | Python | 1102 | The Python programming language | 2019-08-17T08:47:19Z |
| 19 | [Algorithm_Interview_Notes-Chinese](https://github.com/imhuay/Algorithm_Interview_Notes-Chinese) | 25858 | 7979 | Python | 27 | 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 | 2019-07-23T14:45:28Z |
| 20 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 23750 | 5408 | Python | 74 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2019-05-19T16:02:00Z |
| 21 | [sentry](https://github.com/getsentry/sentry) | 21801 | 2512 | Python | 901 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2019-08-17T05:03:38Z |
| 22 | [Detectron](https://github.com/facebookresearch/Detectron) | 21481 | 4654 | Python | 265 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2019-08-16T18:34:11Z |
| 23 | [pandas](https://github.com/pandas-dev/pandas) | 20840 | 8271 | Python | 3175 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2019-08-17T07:46:08Z |
| 24 | [linux-insides](https://github.com/0xAX/linux-insides) | 20032 | 2163 | Python | 32 | A little bit about a linux kernel | 2019-08-05T02:34:11Z |
| 25 | [jieba](https://github.com/fxsjy/jieba) | 19746 | 5090 | Python | 486 | 结巴中文分词 | 2019-07-20T06:48:03Z |
| 26 | [localstack](https://github.com/localstack/localstack) | 18498 | 1305 | Python | 451 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2019-08-16T10:20:41Z |
| 27 | [ItChat](https://github.com/littlecodersh/ItChat) | 18310 | 4232 | Python | 200 | 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。 | 2019-08-15T07:37:39Z |
| 28 | [AiLearning](https://github.com/apachecn/AiLearning) | 18137 | 6437 | Python | 28 | AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP | 2019-08-08T03:24:47Z |
| 29 | [pipenv](https://github.com/pypa/pipenv) | 18016 | 1329 | Python | 285 |  Python Development Workflow for Humans. | 2019-08-16T05:51:46Z |
| 30 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 17857 | 2659 | Python | 44 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2019-08-14T18:16:00Z |
| 31 | [gym](https://github.com/openai/gym) | 17806 | 4846 | Python | 170 | A toolkit for developing and comparing reinforcement learning algorithms. | 2019-08-17T05:17:54Z |
| 32 | [interview_internal_reference](https://github.com/0voice/interview_internal_reference) | 17593 | 4751 | Python | 8 | 2019年最新总结，阿里，腾讯，百度，美团，头条等技术面试题目，以及答案，专家出题人分析汇总。 | 2019-08-12T02:37:14Z |
| 33 | [bert](https://github.com/google-research/bert) | 17456 | 4475 | Python | 466 | TensorFlow code and pre-trained models for BERT | 2019-08-16T03:35:13Z |
| 34 | [cheat.sh](https://github.com/chubin/cheat.sh) | 17214 | 821 | Python | 43 | the only cheat sheet you need | 2019-08-10T08:15:17Z |
| 35 | [compose](https://github.com/docker/compose) | 17046 | 2640 | Python | 527 | Define and run multi-container applications with Docker | 2019-08-15T10:41:33Z |
| 36 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 15976 | 2051 | Python | 283 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2019-08-16T02:05:20Z |
| 37 | [algorithms](https://github.com/keon/algorithms) | 15621 | 2975 | Python | 55 | Minimal examples of data structures and algorithms in Python | 2019-08-14T21:18:05Z |
| 38 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 15603 | 1496 | Python | 18 | A collection of surprising Python snippets and lesser-known features. | 2019-08-04T07:26:25Z |
| 39 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 15086 | 4427 | Python | 186 | Web APIs for Django. ⚡️ | 2019-08-16T07:03:38Z |
| 40 | [reddit](https://github.com/reddit-archive/reddit) | 15068 | 2766 | Python | 304 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 41 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 15061 | 1057 | Python | 5 | Guide to securing and improving privacy on macOS | 2019-08-16T17:16:55Z |
| 42 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 14987 | 1657 | Python | 33 | :octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目 | 2019-08-15T10:44:57Z |
| 43 | [python-fire](https://github.com/google/python-fire) | 14806 | 885 | Python | 48 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2019-08-08T19:10:00Z |
| 44 | [ZeroNet](https://github.com/HelloZeroNet/ZeroNet) | 14406 | 1856 | Python | 596 | ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network | 2019-08-15T01:19:33Z |
| 45 | [spaCy](https://github.com/explosion/spaCy) | 14204 | 2468 | Python | 194 | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | 2019-08-16T18:01:47Z |
| 46 | [algo](https://github.com/trailofbits/algo) | 14108 | 1237 | Python | 44 | Set up a personal VPN in the cloud | 2019-08-16T16:52:04Z |
| 47 | [glances](https://github.com/nicolargo/glances) | 13980 | 954 | Python | 119 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2019-08-17T09:21:35Z |
| 48 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13923 | 4682 | Python | 25 | 微信《跳一跳》Python 辅助 | 2018-08-03T00:44:49Z |
| 49 | [magenta](https://github.com/tensorflow/magenta) | 13730 | 2740 | Python | 208 | Magenta: Music and Art Generation with Machine Intelligence | 2019-08-14T14:57:11Z |
| 50 | [ipython](https://github.com/ipython/ipython) | 13716 | 3861 | Python | 1200 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2019-08-14T21:26:36Z |
| 51 | [pyspider](https://github.com/binux/pyspider) | 13532 | 3319 | Python | 243 | A Powerful Spider(Web Crawler) System in Python. | 2019-08-17T04:52:41Z |
| 52 | [airflow](https://github.com/apache/airflow) | 13519 | 4986 | Python | 343 | Apache Airflow | 2019-08-17T09:21:10Z |
| 53 | [redash](https://github.com/getredash/redash) | 13517 | 2270 | Python | 443 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2019-08-17T08:36:24Z |
| 54 | [hosts](https://github.com/StevenBlack/hosts) | 13241 | 1172 | 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.  | 2019-08-17T05:29:44Z |
| 55 | [celery](https://github.com/celery/celery) | 13172 | 3369 | Python | 339 | Distributed Task Queue (development branch) | 2019-08-16T12:41:50Z |
| 56 | [TensorFlow-Course](https://github.com/machinelearningmindset/TensorFlow-Course) | 12952 | 2535 | Python | 1 | Simple and ready-to-use tutorials for TensorFlow  | 2019-05-16T05:36:38Z |
| 57 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 12899 | 4009 | Python | 50 | PyTorch Tutorial for Deep Learning Researchers | 2019-07-12T13:02:07Z |
| 58 | [sanic](https://github.com/huge-success/sanic) | 12603 | 1184 | Python | 50 | Async Python 3.6+ web server/framework \| Build fast. Run fast. | 2019-08-14T21:08:38Z |
| 59 | [manim](https://github.com/3b1b/manim) | 12568 | 1435 | Python | 94 | Animation engine for explanatory math videos | 2019-08-17T07:55:55Z |
| 60 | [PySnooper](https://github.com/cool-RR/PySnooper) | 12390 | 761 | Python | 16 | Never use print for debugging again | 2019-08-10T11:20:40Z |
| 61 | [Python](https://github.com/geekcomputers/Python) | 12331 | 6768 | Python | 84 | My Python Examples | 2019-08-16T01:32:17Z |
| 62 | [bitcoinbook](https://github.com/bitcoinbook/bitcoinbook) | 12170 | 3539 | Python | 79 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2019-07-24T16:35:41Z |
| 63 | [black](https://github.com/psf/black) | 12076 | 625 | Python | 206 | The uncompromising Python code formatter | 2019-08-17T05:50:59Z |
| 64 | [luigi](https://github.com/spotify/luigi) | 12075 | 1988 | Python | 43 | 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.  | 2019-08-17T04:54:42Z |
| 65 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 11882 | 2179 | Python | 12 | Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning. | 2019-07-11T16:20:06Z |
| 66 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 11595 | 1931 | Python | 20 | 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. | 2019-08-15T07:20:38Z |
| 67 | [fabric](https://github.com/fabric/fabric) | 11576 | 1741 | Python | 352 | Simple, Pythonic remote execution and deployment. | 2019-08-13T04:29:17Z |
| 68 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 11438 | 1075 | Python | 10 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2019-08-14T04:45:59Z |
| 69 | [nginx-proxy](https://github.com/jwilder/nginx-proxy) | 11387 | 2111 | Python | 545 | Automated nginx proxy for Docker containers using docker-gen | 2019-08-08T14:26:12Z |
| 70 | [bokeh](https://github.com/bokeh/bokeh) | 11235 | 2825 | Python | 420 | Interactive Data Visualization in the browser, from  Python | 2019-08-17T00:44:55Z |
| 71 | [tqdm](https://github.com/tqdm/tqdm) | 11195 | 591 | Python | 216 | A Fast, Extensible Progress Bar for Python and CLI | 2019-08-14T08:50:49Z |
| 72 | [material-theme](https://github.com/equinusocio/material-theme) | 10952 | 790 | Python | 5 | Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino | 2019-08-09T15:23:01Z |
| 73 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 10926 | 2824 | Python | 5 | 《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论（STAT 157）”教材。 | 2019-08-14T19:11:30Z |
| 74 | [pytorch-transformers](https://github.com/huggingface/pytorch-transformers) | 10871 | 2670 | Python | 198 | 👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP) | 2019-08-17T04:07:05Z |
| 75 | [locust](https://github.com/locustio/locust) | 10706 | 1544 | Python | 187 | Scalable user load testing tool written in Python | 2019-08-06T23:53:02Z |
| 76 | [awesome-algorithm](https://github.com/apachecn/awesome-algorithm) | 10496 | 2153 | Python | 2 | 项目永久冻结，迁移至新地址： | 2019-07-17T07:48:02Z |
| 77 | [salt](https://github.com/saltstack/salt) | 10178 | 4614 | Python | 2726 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:  | 2019-08-17T10:20:06Z |
| 78 | [requests-html](https://github.com/psf/requests-html) | 10085 | 622 | Python | 68 | Pythonic HTML Parsing for Humans™ | 2019-08-11T03:04:11Z |
| 79 | [cookiecutter](https://github.com/cookiecutter/cookiecutter) | 10077 | 1112 | Python | 209 | A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects. | 2019-08-15T15:17:24Z |
| 80 | [matplotlib](https://github.com/matplotlib/matplotlib) | 9883 | 4403 | Python | 1479 | matplotlib: plotting with Python | 2019-08-17T10:46:06Z |
| 81 | [FastPhotoStyle](https://github.com/NVIDIA/FastPhotoStyle) | 9790 | 967 | Python | 41 | Style transfer, deep learning, feature transform | 2019-05-14T09:40:36Z |
| 82 | [examples](https://github.com/pytorch/examples) | 9753 | 4540 | Python | 180 | A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc. | 2019-08-15T22:33:20Z |
| 83 | [gensim](https://github.com/RaRe-Technologies/gensim) | 9699 | 3522 | Python | 257 | Topic Modelling for Humans | 2019-08-14T06:23:27Z |
| 84 | [dash](https://github.com/plotly/dash) | 9655 | 964 | Python | 198 | Analytical Web Apps for Python. No JavaScript Required. | 2019-08-17T08:45:44Z |
| 85 | [yapf](https://github.com/google/yapf) | 9624 | 656 | Python | 232 | A formatter for Python files | 2019-08-13T22:05:50Z |
| 86 | [Zappa](https://github.com/Miserlou/Zappa) | 9549 | 1037 | Python | 588 | Serverless Python | 2019-08-08T16:02:43Z |
| 87 | [ChromeAppHeroes](https://github.com/zhaoolee/ChromeAppHeroes) | 9498 | 810 | Python | 5 | 🌈谷粒-Chrome插件英雄榜, 为优秀的Chrome插件写一本中文说明书, 让Chrome插件英雄们造福人类~  ChromePluginHeroes, Write a Chinese manual for the excellent Chrome plugin, let the Chrome plugin heroes benefit the human~ | 2019-08-13T11:03:49Z |
| 88 | [neural-enhance](https://github.com/alexjc/neural-enhance) | 9427 | 1041 | Python | 122 | Super Resolution for images using deep learning. | 2018-01-25T05:01:58Z |
| 89 | [game-programmer](https://github.com/miloyip/game-programmer) | 9361 | 1135 | Python | 17 | A Study Path for Game Programmer | 2019-04-30T01:30:36Z |
| 90 | [zipline](https://github.com/quantopian/zipline) | 9301 | 2839 | Python | 318 | Zipline, a Pythonic Algorithmic Trading Library | 2019-08-06T18:04:44Z |
| 91 | [pytorch-CycleGAN-and-pix2pix](https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix) | 9290 | 2566 | Python | 89 | Image-to-Image Translation in PyTorch | 2019-08-16T19:34:30Z |
| 92 | [magic-wormhole](https://github.com/warner/magic-wormhole) | 9252 | 352 | Python | 100 | get things from one computer to another, safely | 2019-08-12T05:35:06Z |
| 93 | [tflearn](https://github.com/tflearn/tflearn) | 9211 | 2341 | Python | 559 | Deep learning library featuring a higher-level API for TensorFlow. | 2019-04-12T10:05:38Z |
| 94 | [wxpy](https://github.com/youfou/wxpy) | 9190 | 1650 | Python | 274 | 微信机器人 / 可能是最优雅的微信个人号 API ✨✨ | 2019-07-14T17:59:47Z |
| 95 | [awesome-python-login-model](https://github.com/Kr1s77/awesome-python-login-model) | 9082 | 1779 | Python | 53 | 😮python模拟登陆一些大型网站，还有一些简单的爬虫，希望对你们有所帮助❤️，如果喜欢记得给个star哦🌟 | 2019-08-16T07:22:31Z |
| 96 | [prophet](https://github.com/facebook/prophet) | 9070 | 2248 | Python | 77 | Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth. | 2019-08-15T13:07:29Z |
| 97 | [PayloadsAllTheThings](https://github.com/swisskyrepo/PayloadsAllTheThings) | 9028 | 2817 | Python | 2 | A list of useful payloads and bypass for Web Application Security and Pentest/CTF | 2019-08-15T16:21:43Z |
| 98 | [sshuttle](https://github.com/apenwarr/sshuttle) | 8998 | 672 | Python | 22 | Wrong project!  You should head over to http://github.com/sshuttle/sshuttle | 2018-02-15T13:16:12Z |
| 99 | [pelican](https://github.com/getpelican/pelican) | 8976 | 1588 | Python | 109 | Static site generator that supports Markdown and reST syntax. Powered by Python. | 2019-08-16T01:59:45Z |
| 100 | [RocAlphaGo](https://github.com/Rochester-NRT/RocAlphaGo) | 8946 | 2492 | Python | 30 | An independent, student-led replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search" (Nature 529, 484-489, 28 Jan 2016), details of which can be found on their website https://deepmind.com/publications.html. | 2018-06-09T13:55:11Z |