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[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) | 62964 | 9514 | Python | 84 | Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards. | 2019-05-14T01:56:37Z |
| 2 | [thefuck](https://github.com/nvbn/thefuck) | 43689 | 2178 | Python | 162 | Magnificent app which corrects your previous console command. | 2019-05-09T16:15:05Z |
| 3 | [django](https://github.com/django/django) | 41520 | 17866 | Python | 238 | The Web framework for perfectionists with deadlines. | 2019-05-14T01:53:43Z |
| 4 | [httpie](https://github.com/jakubroztocil/httpie) | 41128 | 2712 | 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 |
| 5 | [keras](https://github.com/keras-team/keras) | 41086 | 15641 | Python | 2377 | Deep Learning for humans | 2019-05-10T13:09:17Z |
| 6 | [requests](https://github.com/kennethreitz/requests) | 38589 | 7045 | Python | 215 | Python HTTP Requests for Humans™ ✨🍰✨ | 2019-05-09T21:38:20Z |
| 7 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 35050 | 17123 | Python | 1933 | scikit-learn: machine learning in Python | 2019-05-13T21:59:48Z |
| 8 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 29855 | 18123 | Python | 435 | None | 2019-04-16T15:13:35Z |
| 9 | [XX-Net](https://github.com/XX-net/XX-Net) | 27521 | 7496 | Python | 7790 | a web proxy tool | 2019-03-24T15:34:44Z |
| 10 | [face_recognition](https://github.com/ageitgey/face_recognition) | 23776 | 6271 | Python | 301 | The world's simplest facial recognition api for Python and the command line | 2019-05-11T07:50:17Z |
| 11 | [Algorithm_Interview_Notes-Chinese](https://github.com/imhuay/Algorithm_Interview_Notes-Chinese) | 23130 | 7015 | 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 |
| 12 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 22769 | 5179 | Python | 72 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2019-04-29T04:35:42Z |
| 13 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 22640 | 2929 | 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 |
| 14 | [tldr](https://github.com/tldr-pages/tldr) | 22378 | 1653 | Python | 85 | :books: Simplified and community-driven man pages | 2019-05-14T01:42:38Z |
| 15 | [sentry](https://github.com/getsentry/sentry) | 20790 | 2365 | Python | 863 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2019-05-14T02:41:41Z |
| 16 | [python-patterns](https://github.com/faif/python-patterns) | 20476 | 4441 | Python | 9 | A collection of design patterns/idioms in Python | 2019-05-10T20:43:10Z |
| 17 | [Detectron](https://github.com/facebookresearch/Detectron) | 20315 | 4307 | Python | 230 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2019-05-09T21:54:14Z |
| 18 | [jieba](https://github.com/fxsjy/jieba) | 18524 | 4836 | Python | 472 | 结巴中文分词 | 2019-05-14T02:44:01Z |
| 19 | [faceswap](https://github.com/deepfakes/faceswap) | 18357 | 6089 | Python | 9 | Non official project based on original /r/Deepfakes thread. Many thanks to him! | 2019-05-13T21:31:39Z |
| 20 | [pipenv](https://github.com/pypa/pipenv) | 16895 | 1246 | Python | 331 | Python Development Workflow for Humans. | 2019-05-14T01:56:16Z |
| 21 | [localstack](https://github.com/localstack/localstack) | 16782 | 1154 | Python | 413 | 💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2019-05-13T17:12:31Z |
| 22 | [cheat.sh](https://github.com/chubin/cheat.sh) | 16276 | 786 | Python | 40 | the only cheat sheet you need | 2019-05-11T16:28:23Z |
| 23 | [ItChat](https://github.com/littlecodersh/ItChat) | 16246 | 3803 | Python | 166 | 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 |
| 24 | [compose](https://github.com/docker/compose) | 16070 | 2462 | Python | 540 | Define and run multi-container applications with Docker | 2019-05-14T01:57:31Z |
| 25 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 15553 | 4724 | 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 |
| 26 | [reddit](https://github.com/reddit-archive/reddit) | 14972 | 2758 | Python | 303 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 27 | [algorithms](https://github.com/keon/algorithms) | 14930 | 2744 | Python | 48 | Minimal examples of data structures and algorithms in Python | 2019-05-03T10:47:05Z |
| 28 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 14735 | 1024 | Python | 4 | Guide to securing and improving privacy on macOS | 2019-05-13T21:58:42Z |
| 29 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 14531 | 1352 | Python | 26 | A collection of surprising Python snippets and lesser-known features. | 2019-05-01T14:52:41Z |
| 30 | [source-code-pro](https://github.com/adobe-fonts/source-code-pro) | 14525 | 1214 | Python | 37 | Monospaced font family for user interface and coding environments | 2019-04-23T18:57:53Z |
| 31 | [chinese-poetry](https://github.com/chinese-poetry/chinese-poetry) | 13739 | 2361 | 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 |
| 32 | [ZeroNet](https://github.com/HelloZeroNet/ZeroNet) | 13737 | 1782 | Python | 576 | ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network | 2019-05-02T16:03:03Z |
| 33 | [glances](https://github.com/nicolargo/glances) | 13409 | 908 | Python | 106 | 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 |
| 34 | [algo](https://github.com/trailofbits/algo) | 13194 | 1156 | Python | 45 | Set up a personal IPSEC VPN in the cloud | 2019-05-13T16:31:25Z |
| 35 | [redash](https://github.com/getredash/redash) | 12601 | 2058 | Python | 457 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2019-05-14T03:30:51Z |
| 36 | [hosts](https://github.com/StevenBlack/hosts) | 12539 | 1106 | 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. | 2019-05-14T01:23:10Z |
| 37 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 12270 | 1316 | Python | 35 | :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 |
| 38 | [airflow](https://github.com/apache/airflow) | 12197 | 4397 | Python | 301 | Apache Airflow | 2019-05-14T03:18:20Z |
| 39 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 11964 | 5198 | Python | 900 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2019-05-13T14:04:41Z |
| 40 | [bitcoinbook](https://github.com/bitcoinbook/bitcoinbook) | 11765 | 3416 | Python | 90 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2019-05-13T12:43:01Z |
| 41 | [fabric](https://github.com/fabric/fabric) | 11255 | 1717 | Python | 336 | Simple, Pythonic remote execution and deployment. | 2019-05-10T06:00:40Z |
| 42 | [Python](https://github.com/geekcomputers/Python) | 11170 | 6329 | Python | 74 | My Python Examples | 2019-04-28T10:49:09Z |
| 43 | [material-theme](https://github.com/equinusocio/material-theme) | 10882 | 778 | Python | 3 | Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino | 2019-03-20T10:51:26Z |
| 44 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 10757 | 984 | Python | 10 | A list of awesome applications, software, tools and other materials for Linux distros. | 2019-05-13T03:31:33Z |
| 45 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 10313 | 1628 | 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 |
| 46 | [black](https://github.com/python/black) | 9363 | 468 | Python | 156 | The uncompromising Python code formatter | 2019-05-13T17:27:44Z |
| 47 | [tflearn](https://github.com/tflearn/tflearn) | 9072 | 2296 | Python | 553 | Deep learning library featuring a higher-level API for TensorFlow. | 2019-04-12T10:05:38Z |
| 48 | [dash](https://github.com/plotly/dash) | 8935 | 897 | Python | 159 | Analytical Web Apps for Python. No JavaScript Required. | 2019-05-13T21:38:00Z |
| 49 | [Theano](https://github.com/Theano/Theano) | 8783 | 2483 | 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 |
| 50 | [pelican](https://github.com/getpelican/pelican) | 8754 | 1572 | Python | 162 | Static site generator that supports Markdown and reST syntax. Powered by Python. | 2019-05-13T23:13:52Z |
| 51 | [mackup](https://github.com/lra/mackup) | 8581 | 687 | Python | 275 | Keep your application settings in sync (OS X/Linux) | 2019-05-10T21:59:18Z |
| 52 | [prophet](https://github.com/facebook/prophet) | 8376 | 1972 | Python | 96 | Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth. | 2019-05-14T00:09:43Z |
| 53 | [ChatterBot](https://github.com/gunthercox/ChatterBot) | 8268 | 2881 | Python | 83 | ChatterBot is a machine learning, conversational dialog engine for creating chat bots | 2019-05-14T00:34:57Z |
| 54 | [newspaper](https://github.com/codelucas/newspaper) | 8129 | 1345 | Python | 294 | News, full-text, and article metadata extraction in Python 3. Advanced docs: | 2019-05-06T05:46:16Z |
| 55 | [mailinabox](https://github.com/mail-in-a-box/mailinabox) | 8113 | 869 | Python | 240 | 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. | 2019-05-13T16:38:26Z |
| 56 | [speedtest-cli](https://github.com/sivel/speedtest-cli) | 8042 | 1123 | Python | 20 | Command line interface for testing internet bandwidth using speedtest.net | 2019-03-13T21:08:08Z |
| 57 | [facenet](https://github.com/davidsandberg/facenet) | 8039 | 3344 | Python | 374 | Face recognition using Tensorflow | 2019-05-06T14:00:57Z |
| 58 | [aws-cli](https://github.com/aws/aws-cli) | 7997 | 1706 | Python | 527 | Universal Command Line Interface for Amazon Web Services | 2019-05-13T23:40:00Z |
| 59 | [awesome-python-applications](https://github.com/mahmoud/awesome-python-applications) | 7961 | 1359 | Python | 20 | 💿 Free software that works great, and also happens to be open-source Python. | 2019-05-12T12:23:49Z |
| 60 | [faker](https://github.com/joke2k/faker) | 7824 | 929 | Python | 81 | Faker is a Python package that generates fake data for you. | 2019-05-13T22:17:53Z |
| 61 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 7806 | 2100 | 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。 | 2019-05-13T23:34:08Z |
| 62 | [DeepCreamPy](https://github.com/deeppomf/DeepCreamPy) | 7802 | 790 | Python | 8 | Decensoring Hentai with Deep Neural Networks | 2019-05-10T15:06:00Z |
| 63 | [Mailpile](https://github.com/mailpile/Mailpile) | 7794 | 925 | Python | 387 | A free & open modern, fast email client with user-friendly encryption and privacy features | 2019-04-21T23:36:01Z |
| 64 | [awesome-python-login-model](https://github.com/CriseLYJ/awesome-python-login-model) | 7752 | 1374 | Python | 37 | 😮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🌟 | 2019-05-09T02:33:00Z |
| 65 | [termtosvg](https://github.com/nbedos/termtosvg) | 7748 | 276 | Python | 8 | Record terminal sessions as SVG animations | 2019-01-20T18:06:43Z |
| 66 | [walle-web](https://github.com/meolu/walle-web) | 7630 | 2015 | Python | 184 | walle - 瓦力 Devops开源项目代码部署平台 | 2019-04-16T09:45:59Z |
| 67 | [mkdocs](https://github.com/mkdocs/mkdocs) | 7626 | 1138 | Python | 79 | Project documentation with Markdown. | 2019-05-13T18:14:09Z |
| 68 | [baselines](https://github.com/openai/baselines) | 7626 | 2361 | Python | 295 | OpenAI Baselines: high-quality implementations of reinforcement learning algorithms | 2019-05-08T20:21:00Z |
| 69 | [aiohttp](https://github.com/aio-libs/aiohttp) | 7584 | 1134 | Python | 245 | Asynchronous HTTP client/server framework for asyncio and Python | 2019-05-14T03:01:50Z |
| 70 | [redis-py](https://github.com/andymccurdy/redis-py) | 7444 | 1661 | Python | 217 | Redis Python Client | 2019-05-10T14:16:13Z |
| 71 | [http-prompt](https://github.com/eliangcs/http-prompt) | 7368 | 272 | Python | 24 | HTTPie + prompt_toolkit = an interactive command-line HTTP client featuring autocomplete and syntax highlighting | 2019-03-23T10:43:47Z |
| 72 | [PayloadsAllTheThings](https://github.com/swisskyrepo/PayloadsAllTheThings) | 7332 | 2290 | Python | 3 | A list of useful payloads and bypass for Web Application Security and Pentest/CTF | 2019-05-12T20:59:41Z |
| 73 | [wttr.in](https://github.com/chubin/wttr.in) | 7245 | 404 | Python | 98 | :partly_sunny: The right way to check the weather | 2019-05-10T15:47:38Z |
| 74 | [wtfpython-cn](https://github.com/leisurelicht/wtfpython-cn) | 7240 | 1324 | Python | 2 | wtfpython的中文翻译/施工结束/ 能力有限，欢迎帮我改进翻译 | 2019-04-16T00:57:52Z |
| 75 | [baseimage-docker](https://github.com/phusion/baseimage-docker) | 7214 | 953 | Python | 21 | A minimal Ubuntu base image modified for Docker-friendliness | 2019-05-11T00:04:15Z |
| 76 | [python-spider](https://github.com/Jack-Cherish/python-spider) | 7201 | 2809 | Python | 0 | :rainbow:Python3网络爬虫实战：VIP视频破解助手；GEETEST验证码破解；小说、动漫下载；手机APP爬取；财务报表入库；火车票抢票；抖音APP视频下载；百万英雄辅助；网易云音乐下载；B站视频和弹幕下载；京东晒单图下载 | 2019-03-04T04:55:48Z |
| 77 | [ungoogled-chromium](https://github.com/Eloston/ungoogled-chromium) | 7159 | 298 | Python | 59 | Google Chromium, sans integration with Google | 2019-05-12T21:33:37Z |
| 78 | [coursera-dl](https://github.com/coursera-dl/coursera-dl) | 7138 | 1703 | Python | 123 | Script for downloading Coursera.org videos and naming them. | 2019-05-03T07:59:44Z |
| 79 | [universe](https://github.com/openai/universe) | 7054 | 848 | Python | 0 | Universe: a software platform for measuring and training an AI's general intelligence across the world's supply of games, websites and other applications. | 2018-04-05T18:58:15Z |
| 80 | [ray](https://github.com/ray-project/ray) | 7010 | 988 | Python | 655 | A system for parallel and distributed Python that unifies the ML ecosystem. | 2019-05-13T22:39:26Z |
| 81 | [q](https://github.com/harelba/q) | 6958 | 315 | Python | 67 | q - Run SQL directly on CSV or TSV files | 2019-04-03T12:13:15Z |
| 82 | [pattern](https://github.com/clips/pattern) | 6947 | 1373 | Python | 134 | Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization. | 2019-04-29T17:52:15Z |
| 83 | [awesome-aws](https://github.com/donnemartin/awesome-aws) | 6900 | 732 | Python | 36 | A curated list of awesome Amazon Web Services (AWS) libraries, open source repos, guides, blogs, and other resources. Featuring the Fiery Meter of AWSome. | 2019-05-11T00:59:40Z |
| 84 | [bcc](https://github.com/iovisor/bcc) | 6701 | 1123 | Python | 322 | BCC - Tools for BPF-based Linux IO analysis, networking, monitoring, and more | 2019-05-13T23:43:25Z |
| 85 | [TrumpScript](https://github.com/samshadwell/TrumpScript) | 6582 | 373 | Python | 8 | Make Python great again | 2018-12-02T04:19:54Z |
| 86 | [XSStrike](https://github.com/s0md3v/XSStrike) | 6541 | 782 | Python | 12 | Most advanced XSS scanner. | 2019-05-05T15:49:27Z |
| 87 | [explainshell](https://github.com/idank/explainshell) | 6537 | 428 | Python | 91 | match command-line arguments to their help text | 2019-03-17T21:34:24Z |
| 88 | [maybe](https://github.com/p-e-w/maybe) | 6496 | 174 | Python | 18 | :open_file_folder: :rabbit2: :tophat: See what a program does before deciding whether you really want it to happen (NO LONGER MAINTAINED) | 2017-01-22T11:38:22Z |
| 89 | [gitsome](https://github.com/donnemartin/gitsome) | 6423 | 334 | Python | 36 | A supercharged Git/GitHub command line interface (CLI). An official integration for GitHub and GitHub Enterprise: https://github.com/works-with/category/desktop-tools | 2019-05-13T09:00:43Z |
| 90 | [peewee](https://github.com/coleifer/peewee) | 6418 | 1060 | Python | 0 | a small, expressive orm -- supports postgresql, mysql and sqlite | 2019-05-13T17:05:14Z |
| 91 | [vid2vid](https://github.com/NVIDIA/vid2vid) | 6353 | 802 | Python | 54 | Pytorch implementation of our method for high-resolution (e.g. 2048x1024) photorealistic video-to-video translation. | 2018-12-05T04:30:01Z |
| 92 | [proxy_pool](https://github.com/jhao104/proxy_pool) | 6198 | 1863 | Python | 154 | Python爬虫代理IP池(proxy pool) | 2019-05-11T12:11:29Z |
| 93 | [Pillow](https://github.com/python-pillow/Pillow) | 6191 | 1234 | Python | 203 | The friendly PIL fork (Python Imaging Library) | 2019-05-13T20:08:23Z |
| 94 | [TextBlob](https://github.com/sloria/TextBlob) | 6187 | 809 | Python | 47 | Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more. | 2019-05-08T12:12:18Z |
| 95 | [jinja](https://github.com/pallets/jinja) | 6144 | 1179 | Python | 165 | The Jinja2 template engine | 2019-05-13T20:53:06Z |
| 96 | [bottle](https://github.com/bottlepy/bottle) | 6130 | 1214 | Python | 279 | bottle.py is a fast and simple micro-framework for python web-applications. | 2019-05-08T15:48:33Z |
| 97 | [deis](https://github.com/deis/deis) | 6116 | 863 | Python | 4 | Deis v1, the CoreOS and Docker PaaS: Your PaaS. Your Rules. | 2019-05-05T05:29:20Z |
| 98 | [WeixinBot](https://github.com/Urinx/WeixinBot) | 6022 | 1790 | Python | 186 | 网页版微信API，包含终端版微信及微信机器人 | 2018-01-02T19:53:21Z |
| 99 | [visdom](https://github.com/facebookresearch/visdom) | 6018 | 724 | Python | 45 | A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy. | 2019-05-08T00:18:09Z |
| 100 | [USTC-Course](https://github.com/USTC-Resource/USTC-Course) | 5990 | 1847 | Python | 2 | :heart:中国科学技术大学课程资源 | 2019-05-12T13:28:25Z |
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