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) | 62611 | 9413 | Python | 87 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2019-05-07T00:00:59Z |
| 2 | [models](https://github.com/tensorflow/models) | 52297 | 32299 | Python | 1609 | Models and examples built with TensorFlow | 2019-05-07T01:56:16Z |
| 3 | [flask](https://github.com/pallets/flask) | 43840 | 12332 | Python | 82 | The Python micro framework for building web applications. | 2019-05-06T21:17:19Z |
| 4 | [thefuck](https://github.com/nvbn/thefuck) | 43529 | 2169 | Python | 159 | Magnificent app which corrects your previous console command. | 2019-04-26T11:15:09Z |
| 5 | [django](https://github.com/django/django) | 41334 | 17802 | Python | 236 | The Web framework for perfectionists with deadlines. | 2019-05-07T06:14:05Z |
| 6 | [httpie](https://github.com/jakubroztocil/httpie) | 41032 | 2700 | 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 |
| 7 | [keras](https://github.com/keras-team/keras) | 40897 | 15544 | Python | 2382 | Deep Learning for humans | 2019-05-06T20:21:47Z |
| 8 | [requests](https://github.com/kennethreitz/requests) | 38485 | 7019 | Python | 212 | Python HTTP Requests for Humans™ ✨🍰✨ | 2019-05-06T11:48:08Z |
| 9 | [Python](https://github.com/TheAlgorithms/Python) | 36366 | 10312 | Python | 170 | All Algorithms implemented in Python | 2019-05-06T09:54:32Z |
| 10 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 34909 | 17062 | Python | 1929 | scikit-learn: machine learning in Python | 2019-05-07T04:54:57Z |
| 11 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 29790 | 18081 | Python | 435 | None | 2019-04-16T15:13:35Z |
| 12 | [XX-Net](https://github.com/XX-net/XX-Net) | 27440 | 7496 | Python | 7777 | a web proxy tool | 2019-03-24T15:34:44Z |
| 13 | [face_recognition](https://github.com/ageitgey/face_recognition) | 23575 | 6223 | Python | 296 | The world's simplest facial recognition api for Python and the command line | 2019-05-02T09:09:26Z |
| 14 | [Algorithm_Interview_Notes-Chinese](https://github.com/imhuay/Algorithm_Interview_Notes-Chinese) | 22945 | 6944 | 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 |
| 15 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 22683 | 5145 | Python | 72 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2019-04-29T04:35:42Z |
| 16 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 22437 | 2909 | 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 |
| 17 | [tldr](https://github.com/tldr-pages/tldr) | 22283 | 1648 | Python | 78 | :books: Simplified and community-driven man pages | 2019-05-07T02:14:42Z |
| 18 | [sentry](https://github.com/getsentry/sentry) | 20718 | 2361 | Python | 844 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2019-05-07T00:45:50Z |
| 19 | [python-patterns](https://github.com/faif/python-patterns) | 20398 | 4430 | Python | 11 | A collection of design patterns/idioms in Python | 2019-05-01T20:10:58Z |
| 20 | [Detectron](https://github.com/facebookresearch/Detectron) | 20230 | 4283 | Python | 228 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2019-04-15T14:48:49Z |
| 21 | [linux-insides](https://github.com/0xAX/linux-insides) | 19604 | 2087 | Python | 23 | A little bit about a linux kernel | 2019-04-24T11:23:17Z |
| 22 | [jieba](https://github.com/fxsjy/jieba) | 18415 | 4816 | Python | 470 | 结巴中文分词 | 2019-04-18T17:08:54Z |
| 23 | [faceswap](https://github.com/deepfakes/faceswap) | 18136 | 6027 | Python | 10 | Non official project based on original /r/Deepfakes thread. Many thanks to him! | 2019-05-07T06:04:44Z |
| 24 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 17012 | 2475 | Python | 41 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2019-04-15T00:28:33Z |
| 25 | [pipenv](https://github.com/pypa/pipenv) | 16821 | 1245 | Python | 323 |  Python Development Workflow for Humans. | 2019-05-07T02:48:37Z |
| 26 | [localstack](https://github.com/localstack/localstack) | 16660 | 1139 | Python | 404 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2019-05-05T21:31:15Z |
| 27 | [cheat.sh](https://github.com/chubin/cheat.sh) | 16159 | 770 | Python | 38 | the only cheat sheet you need | 2019-05-01T19:31:19Z |
| 28 | [ItChat](https://github.com/littlecodersh/ItChat) | 16154 | 3785 | Python | 162 | 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 |
| 29 | [compose](https://github.com/docker/compose) | 16018 | 2449 | Python | 539 | Define and run multi-container applications with Docker | 2019-05-06T04:20:21Z |
| 30 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 15500 | 4707 | 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 |
| 31 | [reddit](https://github.com/reddit-archive/reddit) | 14968 | 2757 | Python | 303 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 32 | [algorithms](https://github.com/keon/algorithms) | 14884 | 2730 | Python | 48 | Minimal examples of data structures and algorithms in Python | 2019-05-03T10:47:05Z |
| 33 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 14711 | 1020 | Python | 3 | Guide to securing and improving privacy on macOS | 2019-05-05T14:51:08Z |
| 34 | [source-code-pro](https://github.com/adobe-fonts/source-code-pro) | 14476 | 1215 | Python | 37 | Monospaced font family for user interface and coding environments | 2019-04-23T18:57:53Z |
| 35 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 14458 | 1345 | Python | 25 | A collection of surprising Python snippets and lesser-known features. | 2019-05-01T14:52:41Z |
| 36 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 13934 | 4160 | Python | 216 | Web APIs for Django. ⚡️ | 2019-05-06T23:19:52Z |
| 37 | [ZeroNet](https://github.com/HelloZeroNet/ZeroNet) | 13709 | 1777 | Python | 574 | ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network | 2019-05-02T16:03:03Z |
| 38 | [chinese-poetry](https://github.com/chinese-poetry/chinese-poetry) | 13669 | 2334 | 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 |
| 39 | [ipython](https://github.com/ipython/ipython) | 13540 | 3803 | Python | 1164 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2019-05-07T03:12:42Z |
| 40 | [glances](https://github.com/nicolargo/glances) | 13367 | 902 | 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 |
| 41 | [spaCy](https://github.com/explosion/spaCy) | 13222 | 2238 | Python | 135 | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | 2019-05-06T21:00:40Z |
| 42 | [AiLearning](https://github.com/apachecn/AiLearning) | 13182 | 4655 | Python | 20 | AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP | 2019-05-06T14:24:20Z |
| 43 | [algo](https://github.com/trailofbits/algo) | 13121 | 1148 | Python | 44 | Set up a personal IPSEC VPN in the cloud | 2019-05-06T18:26:02Z |
| 44 | [pyspider](https://github.com/binux/pyspider) | 13064 | 3208 | Python | 226 | A Powerful Spider(Web Crawler) System in Python. | 2019-04-21T01:01:29Z |
| 45 | [redash](https://github.com/getredash/redash) | 12542 | 2044 | Python | 460 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2019-05-06T23:50:15Z |
| 46 | [hosts](https://github.com/StevenBlack/hosts) | 12472 | 1098 | Python | 55 | 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 |
| 47 | [celery](https://github.com/celery/celery) | 12283 | 3238 | Python | 439 | Distributed Task Queue (development branch) | 2019-05-06T15:54:11Z |
| 48 | [airflow](https://github.com/apache/airflow) | 12122 | 4362 | Python | 293 | Apache Airflow | 2019-05-07T05:54:20Z |
| 49 | [sanic](https://github.com/huge-success/sanic) | 11983 | 1127 | Python | 89 | Async Python 3.5+ web server that's written to go fast | 2019-05-06T13:51:26Z |
| 50 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 11829 | 5143 | Python | 894 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2019-05-02T07:56:16Z |
| 51 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 11777 | 1266 | Python | 28 | :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 |
| 52 | [bitcoinbook](https://github.com/bitcoinbook/bitcoinbook) | 11728 | 3409 | Python | 111 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2019-03-15T01:58:24Z |
| 53 | [TensorFlow-Course](https://github.com/machinelearningmindset/TensorFlow-Course) | 11494 | 2108 | Python | 3 | Simple and ready-to-use tutorials for TensorFlow  | 2019-04-15T11:30:13Z |
| 54 | [luigi](https://github.com/spotify/luigi) | 11474 | 1914 | Python | 54 | 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.  | 2019-05-06T17:07:13Z |
| 55 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 11457 | 2010 | Python | 9 | 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. | 2019-01-23T19:22:24Z |
| 56 | [fabric](https://github.com/fabric/fabric) | 11231 | 1714 | Python | 334 | Simple, Pythonic remote execution and deployment. | 2019-05-07T00:50:29Z |
| 57 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 11231 | 3396 | Python | 38 | PyTorch Tutorial for Deep Learning Researchers | 2019-04-15T04:35:57Z |
| 58 | [Python](https://github.com/geekcomputers/Python) | 11099 | 6304 | Python | 74 | My Python Examples | 2019-04-28T10:49:09Z |
| 59 | [material-theme](https://github.com/equinusocio/material-theme) | 10882 | 780 | Python | 3 | Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino | 2019-03-20T10:51:26Z |
| 60 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 10723 | 980 | Python | 10 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2019-04-29T17:23:53Z |
| 61 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 10219 | 1608 | 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. | 2019-04-29T21:17:34Z |
| 62 | [awesome-algorithm](https://github.com/apachecn/awesome-algorithm) | 10189 | 1997 | Python | 4 | 刷题训练指南 | 2019-05-05T02:04:38Z |
| 63 | [salt](https://github.com/saltstack/salt) | 9867 | 4551 | Python | 2481 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:  | 2019-05-07T02:20:19Z |
| 64 | [PySnooper](https://github.com/cool-RR/PySnooper) | 9378 | 523 | Python | 20 | Never use print for debugging again | 2019-05-07T00:29:21Z |
| 65 | [yapf](https://github.com/google/yapf) | 9162 | 622 | Python | 224 | A formatter for Python files | 2019-04-24T09:08:40Z |
| 66 | [black](https://github.com/python/black) | 9158 | 453 | Python | 177 | The uncompromising Python code formatter | 2019-05-07T02:02:10Z |
| 67 | [tflearn](https://github.com/tflearn/tflearn) | 9062 | 2292 | Python | 552 | Deep learning library featuring a higher-level API for TensorFlow. | 2019-04-12T10:05:38Z |
| 68 | [Zappa](https://github.com/Miserlou/Zappa) | 9062 | 986 | Python | 542 | Serverless Python | 2019-05-06T01:11:28Z |
| 69 | [sshuttle](https://github.com/apenwarr/sshuttle) | 9007 | 666 | Python | 22 | Wrong project!  You should head over to http://github.com/sshuttle/sshuttle | 2018-02-15T13:16:12Z |
| 70 | [RocAlphaGo](https://github.com/Rochester-NRT/RocAlphaGo) | 8927 | 2481 | 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 |
| 71 | [dash](https://github.com/plotly/dash) | 8861 | 886 | Python | 149 | Analytical Web Apps for Python. No JavaScript Required. | 2019-05-06T23:22:54Z |
| 72 | [Theano](https://github.com/Theano/Theano) | 8779 | 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 |
| 73 | [pelican](https://github.com/getpelican/pelican) | 8746 | 1572 | Python | 163 | Static site generator that supports Markdown and reST syntax. Powered by Python. | 2019-04-28T20:10:24Z |
| 74 | [zipline](https://github.com/quantopian/zipline) | 8728 | 2703 | Python | 290 | Zipline, a Pythonic Algorithmic Trading Library | 2019-05-02T04:50:12Z |
| 75 | [mackup](https://github.com/lra/mackup) | 8552 | 680 | Python | 273 | Keep your application settings in sync (OS X/Linux) | 2019-05-02T16:39:02Z |
| 76 | [magic-wormhole](https://github.com/warner/magic-wormhole) | 8484 | 328 | Python | 93 | get things from one computer to another, safely | 2019-05-06T05:29:36Z |
| 77 | [prophet](https://github.com/facebook/prophet) | 8308 | 1939 | Python | 92 | Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth. | 2019-05-06T23:45:01Z |
| 78 | [wxpy](https://github.com/youfou/wxpy) | 8276 | 1492 | Python | 255 | 微信机器人 / 可能是最优雅的微信个人号 API ✨✨ | 2018-12-06T07:52:15Z |
| 79 | [ChatterBot](https://github.com/gunthercox/ChatterBot) | 8238 | 2857 | Python | 85 | ChatterBot is a machine learning, conversational dialog engine for creating chat bots | 2019-04-27T00:34:51Z |
| 80 | [newspaper](https://github.com/codelucas/newspaper) | 8097 | 1344 | Python | 293 | News, full-text, and article metadata extraction in Python 3. Advanced docs: | 2019-05-06T05:46:16Z |
| 81 | [mailinabox](https://github.com/mail-in-a-box/mailinabox) | 8090 | 866 | Python | 246 | 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. | 2019-04-22T23:14:53Z |
| 82 | [speedtest-cli](https://github.com/sivel/speedtest-cli) | 8008 | 1118 | Python | 20 | Command line interface for testing internet bandwidth using speedtest.net | 2019-03-13T21:08:08Z |
| 83 | [facenet](https://github.com/davidsandberg/facenet) | 7973 | 3315 | Python | 374 | Face recognition using Tensorflow | 2019-05-06T14:00:57Z |
| 84 | [aws-cli](https://github.com/aws/aws-cli) | 7967 | 1694 | Python | 533 | Universal Command Line Interface for Amazon Web Services | 2019-05-06T19:23:41Z |
| 85 | [pgcli](https://github.com/dbcli/pgcli) | 7869 | 357 | Python | 91 | Postgres CLI with autocompletion and syntax highlighting | 2019-05-06T18:12:01Z |
| 86 | [awesome-python-applications](https://github.com/mahmoud/awesome-python-applications) | 7857 | 1329 | Python | 20 | 💿 Free software that works great, and also happens to be open-source Python.  | 2019-05-07T01:26:40Z |
| 87 | [Mailpile](https://github.com/mailpile/Mailpile) | 7786 | 922 | Python | 387 | A free & open modern, fast email client with user-friendly encryption and privacy features | 2019-04-21T23:36:01Z |
| 88 | [faker](https://github.com/joke2k/faker) | 7786 | 925 | Python | 80 | Faker is a Python package that generates fake data for you. | 2019-05-01T16:38:09Z |
| 89 | [DeepCreamPy](https://github.com/deeppomf/DeepCreamPy) | 7769 | 785 | Python | 10 | Decensoring Hentai with Deep Neural Networks | 2019-05-07T04:24:39Z |
| 90 | [termtosvg](https://github.com/nbedos/termtosvg) | 7738 | 275 | Python | 7 | Record terminal sessions as SVG animations | 2019-01-20T18:06:43Z |
| 91 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 7736 | 2090 | 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。 | 2019-05-07T04:43:32Z |
| 92 | [nltk](https://github.com/nltk/nltk) | 7713 | 2106 | Python | 391 | NLTK Source | 2019-05-07T05:48:13Z |
| 93 | [tensor2tensor](https://github.com/tensorflow/tensor2tensor) | 7663 | 1958 | Python | 383 | Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research. | 2019-05-07T04:45:47Z |
| 94 | [jupyter](https://github.com/jupyter/jupyter) | 7621 | 1760 | Python | 140 | Jupyter metapackage for installation, docs and chat | 2019-05-06T23:22:07Z |
| 95 | [awesome-python-login-model](https://github.com/CriseLYJ/awesome-python-login-model) | 7604 | 1335 | Python | 36 | 😮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🌟 | 2019-05-06T07:05:05Z |
| 96 | [chisel](https://github.com/facebook/chisel) | 7594 | 670 | Python | 31 | Chisel is a collection of LLDB commands to assist debugging iOS apps. | 2019-04-25T01:16:16Z |
| 97 | [baselines](https://github.com/openai/baselines) | 7587 | 2331 | Python | 291 | OpenAI Baselines: high-quality implementations of reinforcement learning algorithms | 2019-05-03T23:36:10Z |
| 98 | [mkdocs](https://github.com/mkdocs/mkdocs) | 7583 | 1133 | Python | 78 | Project documentation with Markdown. | 2019-04-18T12:36:44Z |
| 99 | [tushare](https://github.com/waditu/tushare) | 7576 | 3123 | Python | 181 | TuShare is a utility for crawling historical data of China stocks | 2019-04-14T12:33:54Z |
| 100 | [walle-web](https://github.com/meolu/walle-web) | 7558 | 2008 | Python | 175 | walle - 瓦力 Devops开源项目代码部署平台 | 2019-04-16T09:45:59Z |