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) | 62846 | 9475 | Python | 86 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2019-05-07T10:24:42Z |
| 2 | [public-apis](https://github.com/toddmotto/public-apis) | 56771 | 5897 | Python | 49 | A collective list of free APIs for use in software and web development. | 2019-05-09T09:59:07Z |
| 3 | [models](https://github.com/tensorflow/models) | 52523 | 32470 | Python | 1623 | Models and examples built with TensorFlow | 2019-05-11T01:35:28Z |
| 4 | [flask](https://github.com/pallets/flask) | 43961 | 12360 | Python | 84 | The Python micro framework for building web applications. | 2019-05-09T14:16:38Z |
| 5 | [thefuck](https://github.com/nvbn/thefuck) | 43635 | 2176 | Python | 162 | Magnificent app which corrects your previous console command. | 2019-05-09T16:15:05Z |
| 6 | [django](https://github.com/django/django) | 41445 | 17840 | Python | 230 | The Web framework for perfectionists with deadlines. | 2019-05-11T00:05:52Z |
| 7 | [httpie](https://github.com/jakubroztocil/httpie) | 41109 | 2713 | Python | 158 | 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 |
| 8 | [keras](https://github.com/keras-team/keras) | 41030 | 15609 | Python | 2368 | Deep Learning for humans | 2019-05-10T13:09:17Z |
| 9 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 39729 | 9896 | Python | 1 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2019-05-10T19:27:26Z |
| 10 | [requests](https://github.com/kennethreitz/requests) | 38552 | 7037 | Python | 213 | Python HTTP Requests for Humans™ ✨🍰✨ | 2019-05-09T21:38:20Z |
| 11 | [Python](https://github.com/TheAlgorithms/Python) | 38066 | 10825 | Python | 176 | All Algorithms implemented in Python | 2019-05-11T02:20:11Z |
| 12 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 34998 | 17100 | Python | 1934 | scikit-learn: machine learning in Python | 2019-05-10T22:32:34Z |
| 13 | [scrapy](https://github.com/scrapy/scrapy) | 32753 | 7717 | Python | 795 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2019-05-10T22:54:14Z |
| 14 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 29834 | 18106 | Python | 434 | None | 2019-04-16T15:13:35Z |
| 15 | [XX-Net](https://github.com/XX-net/XX-Net) | 27496 | 7490 | Python | 7786 | a web proxy tool | 2019-03-24T15:34:44Z |
| 16 | [face_recognition](https://github.com/ageitgey/face_recognition) | 23715 | 6261 | Python | 297 | The world's simplest facial recognition api for Python and the command line | 2019-05-02T09:09:26Z |
| 17 | [Algorithm_Interview_Notes-Chinese](https://github.com/imhuay/Algorithm_Interview_Notes-Chinese) | 23055 | 6985 | 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 |
| 18 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 22726 | 5162 | Python | 72 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2019-04-29T04:35:42Z |
| 19 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 22582 | 2922 | Python | 115 | 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 |
| 20 | [tldr](https://github.com/tldr-pages/tldr) | 22350 | 1656 | Python | 86 | :books: Simplified and community-driven man pages | 2019-05-10T19:53:33Z |
| 21 | [sentry](https://github.com/getsentry/sentry) | 20766 | 2364 | Python | 858 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2019-05-10T23:42:52Z |
| 22 | [python-patterns](https://github.com/faif/python-patterns) | 20445 | 4433 | Python | 9 | A collection of design patterns/idioms in Python | 2019-05-10T20:43:10Z |
| 23 | [Detectron](https://github.com/facebookresearch/Detectron) | 20292 | 4304 | Python | 229 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2019-05-09T21:54:14Z |
| 24 | [linux-insides](https://github.com/0xAX/linux-insides) | 19621 | 2091 | Python | 23 | A little bit about a linux kernel | 2019-04-24T11:23:17Z |
| 25 | [jieba](https://github.com/fxsjy/jieba) | 18490 | 4825 | Python | 471 | 结巴中文分词 | 2019-04-18T17:08:54Z |
| 26 | [faceswap](https://github.com/deepfakes/faceswap) | 18264 | 6063 | Python | 9 | Non official project based on original /r/Deepfakes thread. Many thanks to him! | 2019-05-11T03:10:14Z |
| 27 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 17043 | 2483 | Python | 41 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2019-04-15T00:28:33Z |
| 28 | [pipenv](https://github.com/pypa/pipenv) | 16874 | 1248 | Python | 328 |  Python Development Workflow for Humans. | 2019-05-09T09:13:27Z |
| 29 | [localstack](https://github.com/localstack/localstack) | 16750 | 1151 | Python | 412 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2019-05-10T10:45:59Z |
| 30 | [cheat.sh](https://github.com/chubin/cheat.sh) | 16228 | 780 | Python | 40 | the only cheat sheet you need | 2019-05-09T21:03:26Z |
| 31 | [ItChat](https://github.com/littlecodersh/ItChat) | 16209 | 3794 | Python | 165 | 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 |
| 32 | [compose](https://github.com/docker/compose) | 16049 | 2459 | Python | 544 | Define and run multi-container applications with Docker | 2019-05-10T21:06:37Z |
| 33 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 15533 | 4716 | 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 |
| 34 | [reddit](https://github.com/reddit-archive/reddit) | 14969 | 2758 | Python | 303 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 35 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 14967 | 1947 | Python | 238 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2019-04-19T18:43:25Z |
| 36 | [algorithms](https://github.com/keon/algorithms) | 14919 | 2741 | Python | 48 | Minimal examples of data structures and algorithms in Python | 2019-05-03T10:47:05Z |
| 37 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 14728 | 1022 | Python | 3 | Guide to securing and improving privacy on macOS | 2019-05-05T14:51:08Z |
| 38 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 14510 | 1348 | Python | 25 | A collection of surprising Python snippets and lesser-known features. | 2019-05-01T14:52:41Z |
| 39 | [source-code-pro](https://github.com/adobe-fonts/source-code-pro) | 14508 | 1213 | Python | 37 | Monospaced font family for user interface and coding environments | 2019-04-23T18:57:53Z |
| 40 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 13997 | 4177 | Python | 219 | Web APIs for Django. ⚡️ | 2019-05-11T01:24:49Z |
| 41 | [ZeroNet](https://github.com/HelloZeroNet/ZeroNet) | 13724 | 1779 | Python | 575 | ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network | 2019-05-02T16:03:03Z |
| 42 | [chinese-poetry](https://github.com/chinese-poetry/chinese-poetry) | 13710 | 2347 | 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 |
| 43 | [ipython](https://github.com/ipython/ipython) | 13558 | 3809 | Python | 1166 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2019-05-10T22:39:38Z |
| 44 | [AiLearning](https://github.com/apachecn/AiLearning) | 13497 | 4735 | Python | 23 | AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP | 2019-05-10T02:07:05Z |
| 45 | [glances](https://github.com/nicolargo/glances) | 13389 | 906 | Python | 105 | 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 |
| 46 | [spaCy](https://github.com/explosion/spaCy) | 13262 | 2248 | Python | 151 | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | 2019-05-10T15:20:30Z |
| 47 | [algo](https://github.com/trailofbits/algo) | 13158 | 1155 | Python | 45 | Set up a personal IPSEC VPN in the cloud | 2019-05-10T16:25:12Z |
| 48 | [pyspider](https://github.com/binux/pyspider) | 13091 | 3214 | Python | 230 | A Powerful Spider(Web Crawler) System in Python. | 2019-05-09T15:53:42Z |
| 49 | [redash](https://github.com/getredash/redash) | 12589 | 2055 | Python | 464 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2019-05-10T17:00:30Z |
| 50 | [hosts](https://github.com/StevenBlack/hosts) | 12508 | 1097 | 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.  | 2019-05-10T21:49:57Z |
| 51 | [celery](https://github.com/celery/celery) | 12318 | 3242 | Python | 442 | Distributed Task Queue (development branch) | 2019-05-06T15:54:11Z |
| 52 | [airflow](https://github.com/apache/airflow) | 12180 | 4391 | Python | 297 | Apache Airflow | 2019-05-11T00:25:31Z |
| 53 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 12106 | 1300 | Python | 31 | :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 |
| 54 | [sanic](https://github.com/huge-success/sanic) | 12005 | 1130 | Python | 87 | Async Python 3.5+ web server that's written to go fast | 2019-05-10T18:24:12Z |
| 55 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 11914 | 5180 | Python | 898 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2019-05-02T07:56:16Z |
| 56 | [bitcoinbook](https://github.com/bitcoinbook/bitcoinbook) | 11752 | 3416 | Python | 95 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2019-05-09T20:16:46Z |
| 57 | [TensorFlow-Course](https://github.com/machinelearningmindset/TensorFlow-Course) | 11559 | 2124 | Python | 3 | Simple and ready-to-use tutorials for TensorFlow  | 2019-04-15T11:30:13Z |
| 58 | [luigi](https://github.com/spotify/luigi) | 11503 | 1918 | Python | 52 | 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.  | 2019-05-09T11:36:31Z |
| 59 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 11471 | 2018 | 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 |
| 60 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 11322 | 3438 | Python | 39 | PyTorch Tutorial for Deep Learning Researchers | 2019-04-15T04:35:57Z |
| 61 | [fabric](https://github.com/fabric/fabric) | 11249 | 1716 | Python | 336 | Simple, Pythonic remote execution and deployment. | 2019-05-10T06:00:40Z |
| 62 | [Python](https://github.com/geekcomputers/Python) | 11144 | 6325 | Python | 74 | My Python Examples | 2019-04-28T10:49:09Z |
| 63 | [material-theme](https://github.com/equinusocio/material-theme) | 10881 | 779 | Python | 3 | Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino | 2019-03-20T10:51:26Z |
| 64 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 10747 | 983 | Python | 11 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2019-05-09T05:29:43Z |
| 65 | [nginx-proxy](https://github.com/jwilder/nginx-proxy) | 10726 | 1995 | Python | 521 | Automated nginx proxy for Docker containers using docker-gen | 2019-04-17T20:38:16Z |
| 66 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 10274 | 1619 | 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. | 2019-05-10T11:27:09Z |
| 67 | [awesome-algorithm](https://github.com/apachecn/awesome-algorithm) | 10244 | 2018 | Python | 5 | 刷题训练指南 | 2019-05-09T13:11:01Z |
| 68 | [tqdm](https://github.com/tqdm/tqdm) | 10041 | 519 | Python | 200 | A fast, extensible progress bar for Python and CLI | 2019-05-10T21:16:17Z |
| 69 | [PySnooper](https://github.com/cool-RR/PySnooper) | 9905 | 572 | Python | 19 | Never use print for debugging again | 2019-05-10T23:25:19Z |
| 70 | [salt](https://github.com/saltstack/salt) | 9896 | 4550 | 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:  | 2019-05-11T01:50:07Z |
| 71 | [bokeh](https://github.com/bokeh/bokeh) | 9398 | 2533 | Python | 384 | Interactive Web Plotting for Python | 2019-05-10T22:02:40Z |
| 72 | [black](https://github.com/python/black) | 9253 | 465 | Python | 157 | The uncompromising Python code formatter | 2019-05-10T18:39:41Z |
| 73 | [neural-enhance](https://github.com/alexjc/neural-enhance) | 9188 | 985 | Python | 119 | Super Resolution for images using deep learning. | 2018-01-25T05:01:58Z |
| 74 | [yapf](https://github.com/google/yapf) | 9176 | 626 | Python | 227 | A formatter for Python files | 2019-05-10T11:15:08Z |
| 75 | [neural-doodle](https://github.com/alexjc/neural-doodle) | 9098 | 814 | Python | 48 | Turn your two-bit doodles into fine artworks with deep neural networks, generate seamless textures from photos, transfer style from one image to another, perform example-based upscaling, but wait... there's more! (An implementation of Semantic Style Transfer.) | 2019-04-11T05:05:51Z |
| 76 | [Zappa](https://github.com/Miserlou/Zappa) | 9098 | 991 | Python | 546 | Serverless Python | 2019-05-08T22:31:53Z |
| 77 | [tflearn](https://github.com/tflearn/tflearn) | 9071 | 2296 | Python | 553 | Deep learning library featuring a higher-level API for TensorFlow. | 2019-04-12T10:05:38Z |
| 78 | [sshuttle](https://github.com/apenwarr/sshuttle) | 9008 | 669 | Python | 22 | Wrong project!  You should head over to http://github.com/sshuttle/sshuttle | 2018-02-15T13:16:12Z |
| 79 | [RocAlphaGo](https://github.com/Rochester-NRT/RocAlphaGo) | 8926 | 2480 | 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 |
| 80 | [dash](https://github.com/plotly/dash) | 8905 | 890 | Python | 154 | Analytical Web Apps for Python. No JavaScript Required. | 2019-05-11T02:16:39Z |
| 81 | [Theano](https://github.com/Theano/Theano) | 8783 | 2482 | Python | 654 | Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation. | 2019-05-03T14:46:17Z |
| 82 | [pelican](https://github.com/getpelican/pelican) | 8755 | 1572 | Python | 163 | Static site generator that supports Markdown and reST syntax. Powered by Python. | 2019-04-28T20:10:24Z |
| 83 | [zipline](https://github.com/quantopian/zipline) | 8738 | 2710 | Python | 290 | Zipline, a Pythonic Algorithmic Trading Library | 2019-05-10T14:42:40Z |
| 84 | [examples](https://github.com/pytorch/examples) | 8684 | 4008 | Python | 162 | A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc. | 2019-05-09T06:08:20Z |
| 85 | [mackup](https://github.com/lra/mackup) | 8568 | 687 | Python | 274 | Keep your application settings in sync (OS X/Linux) | 2019-05-10T21:59:18Z |
| 86 | [magic-wormhole](https://github.com/warner/magic-wormhole) | 8498 | 329 | Python | 93 | get things from one computer to another, safely | 2019-05-07T18:55:09Z |
| 87 | [prophet](https://github.com/facebook/prophet) | 8360 | 1964 | Python | 96 | Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth. | 2019-05-08T17:47:50Z |
| 88 | [wxpy](https://github.com/youfou/wxpy) | 8322 | 1493 | Python | 257 | 微信机器人 / 可能是最优雅的微信个人号 API ✨✨ | 2018-12-06T07:52:15Z |
| 89 | [ChatterBot](https://github.com/gunthercox/ChatterBot) | 8255 | 2870 | Python | 85 | ChatterBot is a machine learning, conversational dialog engine for creating chat bots | 2019-04-27T00:34:51Z |
| 90 | [newspaper](https://github.com/codelucas/newspaper) | 8114 | 1345 | Python | 294 | News, full-text, and article metadata extraction in Python 3. Advanced docs: | 2019-05-06T05:46:16Z |
| 91 | [mailinabox](https://github.com/mail-in-a-box/mailinabox) | 8104 | 866 | Python | 244 | Mail-in-a-Box helps individuals take back control of their email by defining a one-click, easy-to-deploy SMTP+everything else server: a mail server in a box. | 2019-05-09T17:13:25Z |
| 92 | [speedtest-cli](https://github.com/sivel/speedtest-cli) | 8028 | 1123 | Python | 20 | Command line interface for testing internet bandwidth using speedtest.net | 2019-03-13T21:08:08Z |
| 93 | [facenet](https://github.com/davidsandberg/facenet) | 8025 | 3337 | Python | 374 | Face recognition using Tensorflow | 2019-05-06T14:00:57Z |
| 94 | [aws-cli](https://github.com/aws/aws-cli) | 7992 | 1701 | Python | 527 | Universal Command Line Interface for Amazon Web Services | 2019-05-11T00:27:33Z |
| 95 | [awesome-python-applications](https://github.com/mahmoud/awesome-python-applications) | 7924 | 1349 | Python | 20 | 💿 Free software that works great, and also happens to be open-source Python.  | 2019-05-07T21:25:22Z |
| 96 | [pgcli](https://github.com/dbcli/pgcli) | 7880 | 359 | Python | 92 | Postgres CLI with autocompletion and syntax highlighting | 2019-05-09T00:30:39Z |
| 97 | [faker](https://github.com/joke2k/faker) | 7815 | 929 | Python | 80 | Faker is a Python package that generates fake data for you. | 2019-05-10T20:32:33Z |
| 98 | [Mailpile](https://github.com/mailpile/Mailpile) | 7794 | 923 | Python | 387 | A free & open modern, fast email client with user-friendly encryption and privacy features | 2019-04-21T23:36:01Z |
| 99 | [DeepCreamPy](https://github.com/deeppomf/DeepCreamPy) | 7788 | 787 | Python | 8 | Decensoring Hentai with Deep Neural Networks | 2019-05-10T15:06:00Z |
| 100 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 7786 | 2097 | Python | 1 | 《动手学深度学习》，英文版即伯克利深度学习（STAT 157，2019春）教材。面向中文读者、能运行、可讨论。 | 2019-05-10T18:07:58Z |