[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) | 65652 | 12643 | Python | 487 | A curated list of awesome Python frameworks, libraries, software and resources | 2019-04-10T21:04:08Z |
| 2 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 61241 | 9093 | Python | 76 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2019-04-10T00:47:01Z |
| 3 | [public-apis](https://github.com/toddmotto/public-apis) | 55596 | 5700 | Python | 48 | A collective list of free APIs for use in software and web development. | 2019-04-06T04:27:41Z |
| 4 | [models](https://github.com/tensorflow/models) | 51148 | 31419 | Python | 1548 | Models and examples built with TensorFlow | 2019-04-12T02:26:01Z |
| 5 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 49068 | 8518 | Python | 2782 | Command-line program to download videos from YouTube.com and other video sites | 2019-04-12T03:55:18Z |
| 6 | [flask](https://github.com/pallets/flask) | 43264 | 12191 | Python | 60 | The Python micro framework for building web applications. | 2019-04-12T02:11:28Z |
| 7 | [thefuck](https://github.com/nvbn/thefuck) | 42652 | 2123 | Python | 152 | Magnificent app which corrects your previous console command. | 2019-04-10T14:58:42Z |
| 8 | [django](https://github.com/django/django) | 40785 | 17514 | Python | 201 | The Web framework for perfectionists with deadlines. | 2019-04-12T03:04:26Z |
| 9 | [httpie](https://github.com/jakubroztocil/httpie) | 40649 | 2675 | Python | 154 | 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 | 2019-04-10T11:21:38Z |
| 10 | [keras](https://github.com/keras-team/keras) | 40024 | 15217 | Python | 2307 | Deep Learning for humans | 2019-04-12T01:09:25Z |
| 11 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 39179 | 9711 | Python | 1 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2019-04-10T18:09:27Z |
| 12 | [requests](https://github.com/kennethreitz/requests) | 38071 | 6946 | Python | 199 | Python HTTP Requests for Humans™ ✨🍰✨ | 2019-04-11T11:03:54Z |
| 13 | [ansible](https://github.com/ansible/ansible) | 36441 | 15060 | Python | 5512 | 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/ | 2019-04-12T03:49:58Z |
| 14 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 34414 | 16846 | Python | 1927 | scikit-learn: machine learning in Python | 2019-04-12T01:23:32Z |
| 15 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 32322 | 1364 | Python | 71 | 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 |
| 16 | [scrapy](https://github.com/scrapy/scrapy) | 32305 | 7631 | Python | 786 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2019-04-11T15:34:46Z |
| 17 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 29482 | 17904 | Python | 429 | None | 2019-02-05T16:38:13Z |
| 18 | [XX-Net](https://github.com/XX-net/XX-Net) | 27158 | 7453 | Python | 7742 | a web proxy tool | 2019-03-24T15:34:44Z |
| 19 | [Python](https://github.com/TheAlgorithms/Python) | 24866 | 6969 | Python | 158 | All Algorithms implemented in Python | 2019-04-11T12:23:27Z |
| 20 | [certbot](https://github.com/certbot/certbot) | 24808 | 2517 | Python | 776 | 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. | 2019-04-12T01:07:38Z |
| 21 | [cpython](https://github.com/python/cpython) | 23572 | 9399 | Python | 1032 | The Python programming language | 2019-04-12T03:52:44Z |
| 22 | [you-get](https://github.com/soimort/you-get) | 23254 | 4612 | Python | 312 | :arrow_double_down: Dumb downloader that scrapes the web | 2019-04-08T09:01:12Z |
| 23 | [face_recognition](https://github.com/ageitgey/face_recognition) | 22841 | 5971 | Python | 296 | The world's simplest facial recognition api for Python and the command line | 2019-04-06T19:58:41Z |
| 24 | [home-assistant](https://github.com/home-assistant/home-assistant) | 22772 | 6582 | Python | 1121 | :house_with_garden: Open source home automation that puts local control and privacy first | 2019-04-12T03:12:00Z |
| 25 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 22397 | 5063 | Python | 71 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2019-01-31T12:46:18Z |
| 26 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 22033 | 2820 | Python | 111 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2019-04-10T16:36:03Z |
| 27 | [tldr](https://github.com/tldr-pages/tldr) | 21939 | 1626 | Python | 84 | :books: Simplified and community-driven man pages | 2019-04-12T00:55:23Z |
| 28 | [100-Days-Of-ML-Code](https://github.com/Avik-Jain/100-Days-Of-ML-Code) | 21790 | 4825 | Python | 37 | 100 Days of ML Coding | 2019-04-06T19:41:38Z |
| 29 | [Algorithm_Interview_Notes-Chinese](https://github.com/imhuay/Algorithm_Interview_Notes-Chinese) | 21609 | 6452 | Python | 24 | 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 |
| 30 | [sentry](https://github.com/getsentry/sentry) | 20455 | 2340 | Python | 830 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2019-04-12T02:03:49Z |
| 31 | [python-patterns](https://github.com/faif/python-patterns) | 20071 | 4362 | Python | 10 | A collection of design patterns/idioms in Python | 2019-04-07T22:00:10Z |
| 32 | [Detectron](https://github.com/facebookresearch/Detectron) | 19907 | 4192 | Python | 221 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2019-04-10T07:20:27Z |
| 33 | [linux-insides](https://github.com/0xAX/linux-insides) | 19496 | 2066 | Python | 21 | A little bit about a linux kernel | 2019-03-29T11:39:25Z |
| 34 | [pandas](https://github.com/pandas-dev/pandas) | 18916 | 7555 | Python | 2991 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2019-04-12T03:57:06Z |
| 35 | [YouCompleteMe](https://github.com/Valloric/YouCompleteMe) | 18789 | 2112 | Python | 47 | A code-completion engine for Vim | 2019-04-10T22:43:11Z |
| 36 | [jieba](https://github.com/fxsjy/jieba) | 18042 | 4750 | Python | 463 | 结巴中文分词 | 2019-01-29T13:23:49Z |
| 37 | [tornado](https://github.com/tornadoweb/tornado) | 17570 | 4891 | Python | 154 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed. | 2019-03-23T19:42:58Z |
| 38 | [faceswap](https://github.com/deepfakes/faceswap) | 17340 | 5709 | Python | 14 | Non official project based on original /r/Deepfakes thread. Many thanks to him! | 2019-04-10T10:42:52Z |
| 39 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 16806 | 2421 | Python | 41 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2019-02-09T14:20:30Z |
| 40 | [pipenv](https://github.com/pypa/pipenv) | 16518 | 1206 | Python | 298 |  Python Development Workflow for Humans. | 2019-04-09T13:00:23Z |
| 41 | [gym](https://github.com/openai/gym) | 16272 | 4312 | Python | 272 | A toolkit for developing and comparing reinforcement learning algorithms. | 2019-04-09T22:20:34Z |
| 42 | [localstack](https://github.com/localstack/localstack) | 16220 | 1105 | Python | 389 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2019-04-11T20:46:54Z |
| 43 | [ItChat](https://github.com/littlecodersh/ItChat) | 15800 | 3691 | Python | 154 | 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。 | 2018-12-23T18:09:13Z |
| 44 | [compose](https://github.com/docker/compose) | 15761 | 2411 | Python | 528 | Define and run multi-container applications with Docker | 2019-04-11T12:03:33Z |
| 45 | [cheat.sh](https://github.com/chubin/cheat.sh) | 15591 | 734 | Python | 35 | the only cheat sheet you need | 2019-04-07T07:23:57Z |
| 46 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 15331 | 4634 | 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) | 14943 | 2755 | Python | 303 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 48 | [algorithms](https://github.com/keon/algorithms) | 14692 | 2675 | Python | 49 | Minimal examples of data structures and algorithms in Python | 2019-03-30T17:44:41Z |
| 49 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 14659 | 1912 | Python | 233 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2019-04-09T20:25:41Z |
| 50 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 14606 | 1005 | Python | 3 | Guide to securing and improving privacy on macOS | 2019-03-29T04:41:05Z |
| 51 | [source-code-pro](https://github.com/adobe-fonts/source-code-pro) | 14303 | 1196 | Python | 37 | Monospaced font family for user interface and coding environments | 2019-03-28T00:25:21Z |
| 52 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 14248 | 1309 | Python | 30 | A collection of surprising Python snippets and lesser-known features. | 2019-03-31T13:38:20Z |
| 53 | [bert](https://github.com/google-research/bert) | 13987 | 3168 | Python | 294 | TensorFlow code and pre-trained models for BERT | 2019-04-12T01:45:41Z |
| 54 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13890 | 4706 | Python | 25 | 微信《跳一跳》Python 辅助 | 2018-08-03T00:44:49Z |
| 55 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 13875 | 3013 | Python | 56 | Automatic SQL injection and database takeover tool | 2019-04-10T09:33:54Z |
| 56 | [python-fire](https://github.com/google/python-fire) | 13849 | 801 | Python | 55 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2019-04-11T12:22:11Z |
| 57 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 13684 | 4101 | Python | 200 | Web APIs for Django. ⚡️ | 2019-04-12T00:13:56Z |
| 58 | [ZeroNet](https://github.com/HelloZeroNet/ZeroNet) | 13581 | 1756 | Python | 560 | ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network | 2019-04-11T14:33:44Z |
| 59 | [ipython](https://github.com/ipython/ipython) | 13470 | 3791 | Python | 1157 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2019-04-11T07:23:15Z |
| 60 | [chinese-poetry](https://github.com/chinese-poetry/chinese-poetry) | 13447 | 2260 | Python | 24 | 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 |
| 61 | [glances](https://github.com/nicolargo/glances) | 13203 | 895 | Python | 107 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2019-04-11T19:37:41Z |
| 62 | [pyspider](https://github.com/binux/pyspider) | 12963 | 3185 | Python | 224 | A Powerful Spider(Web Crawler) System in Python. | 2019-04-08T13:26:16Z |
| 63 | [spaCy](https://github.com/explosion/spaCy) | 12889 | 2187 | Python | 121 | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | 2019-04-11T09:32:29Z |
| 64 | [magenta](https://github.com/tensorflow/magenta) | 12881 | 2486 | Python | 182 | Magenta: Music and Art Generation with Machine Intelligence | 2019-04-11T16:11:20Z |
| 65 | [algo](https://github.com/trailofbits/algo) | 12866 | 1112 | Python | 44 | Set up a personal IPSEC VPN in the cloud | 2019-04-10T09:20:01Z |
| 66 | [redash](https://github.com/getredash/redash) | 12283 | 1994 | Python | 459 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2019-04-11T19:30:01Z |
| 67 | [hosts](https://github.com/StevenBlack/hosts) | 12258 | 1077 | 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.  | 2019-04-11T22:41:26Z |
| 68 | [celery](https://github.com/celery/celery) | 12089 | 3197 | Python | 471 | Distributed Task Queue (development branch) | 2019-04-11T10:52:47Z |
| 69 | [sanic](https://github.com/huge-success/sanic) | 11798 | 1105 | Python | 98 | Async Python 3.5+ web server that's written to go fast | 2019-04-11T17:37:33Z |
| 70 | [airflow](https://github.com/apache/airflow) | 11788 | 4214 | Python | 309 | Apache Airflow | 2019-04-11T22:00:35Z |
| 71 | [bitcoinbook](https://github.com/bitcoinbook/bitcoinbook) | 11673 | 3363 | Python | 111 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2019-03-15T01:58:24Z |
| 72 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 11395 | 4890 | Python | 848 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2019-04-07T22:20:20Z |
| 73 | [luigi](https://github.com/spotify/luigi) | 11299 | 1891 | Python | 56 | 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.  | 2019-04-09T19:57:14Z |
| 74 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 11282 | 1937 | 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. | 2019-01-23T19:22:24Z |
| 75 | [fabric](https://github.com/fabric/fabric) | 11138 | 1705 | Python | 328 | Simple, Pythonic remote execution and deployment. | 2019-04-04T21:48:41Z |
| 76 | [TensorFlow-Course](https://github.com/machinelearningmindset/TensorFlow-Course) | 11093 | 1980 | Python | 1 | Simple and ready-to-use tutorials for TensorFlow  | 2019-04-03T16:14:32Z |
| 77 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 11014 | 1178 | Python | 33 | :octocat: 分享 GitHub 上有趣、入门级的开源项目，帮你找到编程的乐趣。欢迎推荐、自荐项目，让更多人知道你的项目⭐️ | 2019-03-28T09:12:09Z |
| 78 | [material-theme](https://github.com/equinusocio/material-theme) | 10850 | 778 | Python | 3 | Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino | 2019-03-20T10:51:26Z |
| 79 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 10817 | 3262 | Python | 38 | PyTorch Tutorial for Deep Learning Researchers | 2019-03-13T16:25:00Z |
| 80 | [Python](https://github.com/geekcomputers/Python) | 10760 | 6181 | Python | 73 | My Python Examples | 2019-04-02T20:31:10Z |
| 81 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 10585 | 968 | Python | 10 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2019-04-01T11:45:52Z |
| 82 | [nginx-proxy](https://github.com/jwilder/nginx-proxy) | 10509 | 1963 | Python | 512 | Automated nginx proxy for Docker containers using docker-gen | 2019-04-09T04:05:44Z |
| 83 | [powerline](https://github.com/powerline/powerline) | 10168 | 793 | Python | 158 | Powerline is a statusline plugin for vim, and provides statuslines and prompts for several other applications, including zsh, bash, tmux, IPython, Awesome and Qtile. | 2019-04-07T18:40:01Z |
| 84 | [pix2code](https://github.com/tonybeltramelli/pix2code) | 10131 | 1024 | Python | 0 | pix2code: Generating Code from a Graphical User Interface Screenshot | 2019-04-09T23:35:37Z |
| 85 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 9831 | 1543 | Python | 12 | 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. | 2019-04-08T13:15:20Z |
| 86 | [locust](https://github.com/locustio/locust) | 9811 | 1410 | Python | 161 | Scalable user load testing tool written in Python | 2019-04-08T20:36:22Z |
| 87 | [salt](https://github.com/saltstack/salt) | 9806 | 4525 | Python | 2471 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:  | 2019-04-12T03:58:09Z |
| 88 | [awesome-algorithm](https://github.com/apachecn/awesome-algorithm) | 9789 | 1882 | Python | 4 | 结构化算法刷题训练指南 | 2019-04-07T07:50:57Z |
| 89 | [tqdm](https://github.com/tqdm/tqdm) | 9709 | 502 | Python | 178 | A fast, extensible progress bar for Python and CLI | 2019-03-21T14:05:56Z |
| 90 | [AiLearning](https://github.com/apachecn/AiLearning) | 9647 | 3705 | Python | 23 | AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP | 2019-03-25T10:19:45Z |
| 91 | [zulip](https://github.com/zulip/zulip) | 9579 | 2985 | Python | 1327 | Zulip server - powerful open source team chat | 2019-04-12T03:35:05Z |
| 92 | [FastPhotoStyle](https://github.com/NVIDIA/FastPhotoStyle) | 9494 | 893 | Python | 32 | Style transfer, deep learning, feature transform | 2019-04-05T18:41:46Z |
| 93 | [bokeh](https://github.com/bokeh/bokeh) | 9263 | 2485 | Python | 388 | Interactive Web Plotting for Python | 2019-04-11T18:03:32Z |
| 94 | [cookiecutter](https://github.com/audreyr/cookiecutter) | 9252 | 1013 | Python | 226 | A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects. | 2019-04-09T15:43:40Z |
| 95 | [autojump](https://github.com/wting/autojump) | 9246 | 468 | Python | 144 | A cd command that learns - easily navigate directories from the command line | 2019-04-08T02:33:25Z |
| 96 | [neural-enhance](https://github.com/alexjc/neural-enhance) | 9097 | 969 | Python | 118 | Super Resolution for images using deep learning. | 2018-01-25T05:01:58Z |
| 97 | [neural-doodle](https://github.com/alexjc/neural-doodle) | 9071 | 806 | 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 |
| 98 | [kivy](https://github.com/kivy/kivy) | 9051 | 2044 | Python | 675 | Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS | 2019-04-12T01:30:49Z |
| 99 | [matplotlib](https://github.com/matplotlib/matplotlib) | 9040 | 4091 | Python | 1463 | matplotlib: plotting with Python | 2019-04-12T03:04:39Z |
| 100 | [yapf](https://github.com/google/yapf) | 9032 | 620 | Python | 215 | A formatter for Python files | 2019-04-09T10:02:05Z |