[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) | 68721 | 13368 | Python | 458 | A curated list of awesome Python frameworks, libraries, software and resources | 2019-06-13T17:55:40Z |
| 2 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 64628 | 9940 | Python | 88 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2019-06-10T06:10:59Z |
| 3 | [public-apis](https://github.com/public-apis/public-apis) | 58151 | 6090 | Python | 70 | A collective list of free APIs for use in software and web development. | 2019-06-15T16:14:27Z |
| 4 | [models](https://github.com/tensorflow/models) | 54103 | 33573 | Python | 1683 | Models and examples built with TensorFlow | 2019-06-15T20:35:54Z |
| 5 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 51521 | 8952 | Python | 2880 | Command-line program to download videos from YouTube.com and other video sites | 2019-06-15T03:06:18Z |
| 6 | [Python](https://github.com/TheAlgorithms/Python) | 46026 | 13236 | Python | 188 | All Algorithms implemented in Python | 2019-06-15T23:55:18Z |
| 7 | [flask](https://github.com/pallets/flask) | 44754 | 12580 | Python | 28 | The Python micro framework for building web applications. | 2019-06-13T19:46:54Z |
| 8 | [thefuck](https://github.com/nvbn/thefuck) | 44249 | 2207 | Python | 163 | Magnificent app which corrects your previous console command. | 2019-06-14T20:31:54Z |
| 9 | [django](https://github.com/django/django) | 42192 | 18158 | Python | 226 | The Web framework for perfectionists with deadlines. | 2019-06-15T17:37:45Z |
| 10 | [keras](https://github.com/keras-team/keras) | 41967 | 16001 | Python | 2413 | Deep Learning for humans | 2019-06-12T14:41:00Z |
| 11 | [httpie](https://github.com/jakubroztocil/httpie) | 41907 | 2754 | 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 | 2019-05-18T08:28:46Z |
| 12 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 40349 | 10104 | Python | 1 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2019-06-12T19:11:47Z |
| 13 | [requests](https://github.com/kennethreitz/requests) | 38980 | 7115 | Python | 232 | Python HTTP Requests for Humans™ ✨🍰✨ | 2019-06-13T20:49:12Z |
| 14 | [ansible](https://github.com/ansible/ansible) | 37727 | 15804 | Python | 5829 | 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/ | 2019-06-16T02:34:47Z |
| 15 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 35628 | 17403 | Python | 1947 | scikit-learn: machine learning in Python | 2019-06-16T00:16:29Z |
| 16 | [scrapy](https://github.com/scrapy/scrapy) | 33200 | 7827 | Python | 821 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2019-06-15T13:01:57Z |
| 17 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 32526 | 1375 | Python | 72 | 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 |
| 18 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 30489 | 18578 | Python | 448 | None | 2019-06-14T03:17:23Z |
| 19 | [XX-Net](https://github.com/XX-net/XX-Net) | 27977 | 7577 | Python | 7834 | a web proxy tool | 2019-06-07T13:32:20Z |
| 20 | [certbot](https://github.com/certbot/certbot) | 25219 | 2594 | Python | 663 | 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. | 2019-06-15T10:40:13Z |
| 21 | [you-get](https://github.com/soimort/you-get) | 24945 | 4970 | Python | 316 | :arrow_double_down: Dumb downloader that scrapes the web | 2019-06-11T14:07:57Z |
| 22 | [cpython](https://github.com/python/cpython) | 24888 | 10295 | Python | 947 | The Python programming language | 2019-06-16T02:38:32Z |
| 23 | [face_recognition](https://github.com/ageitgey/face_recognition) | 24794 | 6609 | Python | 325 | The world's simplest facial recognition api for Python and the command line | 2019-06-13T10:07:03Z |
| 24 | [home-assistant](https://github.com/home-assistant/home-assistant) | 24254 | 7062 | Python | 1253 | :house_with_garden: Open source home automation that puts local control and privacy first | 2019-06-15T22:33:42Z |
| 25 | [Algorithm_Interview_Notes-Chinese](https://github.com/imhuay/Algorithm_Interview_Notes-Chinese) | 23885 | 7321 | Python | 26 | 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 | 2019-05-24T08:16:55Z |
| 26 | [100-Days-Of-ML-Code](https://github.com/Avik-Jain/100-Days-Of-ML-Code) | 23606 | 5517 | Python | 41 | 100 Days of ML Coding | 2019-06-08T14:57:19Z |
| 27 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 23145 | 5265 | Python | 75 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2019-05-19T16:02:00Z |
| 28 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 23116 | 2996 | Python | 126 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2019-06-13T12:38:56Z |
| 29 | [tldr](https://github.com/tldr-pages/tldr) | 22680 | 1677 | Python | 79 | :books: Simplified and community-driven man pages | 2019-06-15T22:39:45Z |
| 30 | [sentry](https://github.com/getsentry/sentry) | 21164 | 2418 | Python | 883 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2019-06-15T19:24:42Z |
| 31 | [python-patterns](https://github.com/faif/python-patterns) | 20901 | 4518 | Python | 9 | A collection of design patterns/idioms in Python | 2019-06-04T18:49:48Z |
| 32 | [Detectron](https://github.com/facebookresearch/Detectron) | 20714 | 4432 | Python | 243 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2019-05-31T18:21:06Z |
| 33 | [pandas](https://github.com/pandas-dev/pandas) | 19925 | 7896 | Python | 3041 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2019-06-16T02:46:05Z |
| 34 | [linux-insides](https://github.com/0xAX/linux-insides) | 19792 | 2114 | Python | 24 | A little bit about a linux kernel | 2019-05-30T23:45:08Z |
| 35 | [faceswap](https://github.com/deepfakes/faceswap) | 19360 | 6431 | Python | 11 | Non official project based on original /r/Deepfakes thread. Many thanks to him! | 2019-06-16T00:21:52Z |
| 36 | [YouCompleteMe](https://github.com/Valloric/YouCompleteMe) | 19198 | 2147 | Python | 51 | A code-completion engine for Vim | 2019-06-15T21:11:35Z |
| 37 | [jieba](https://github.com/fxsjy/jieba) | 18940 | 4930 | Python | 479 | 结巴中文分词 | 2019-06-04T03:45:50Z |
| 38 | [tornado](https://github.com/tornadoweb/tornado) | 17877 | 4969 | Python | 161 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed. | 2019-06-14T07:41:49Z |
| 39 | [localstack](https://github.com/localstack/localstack) | 17319 | 1198 | Python | 428 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2019-06-15T19:05:27Z |
| 40 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 17314 | 2543 | Python | 42 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2019-05-17T09:22:54Z |
| 41 | [pipenv](https://github.com/pypa/pipenv) | 17277 | 1278 | Python | 306 |  Python Development Workflow for Humans. | 2019-06-15T10:20:24Z |
| 42 | [ItChat](https://github.com/littlecodersh/ItChat) | 17146 | 3975 | Python | 178 | 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。 | 2019-05-24T03:13:26Z |
| 43 | [gym](https://github.com/openai/gym) | 17072 | 4589 | Python | 165 | A toolkit for developing and comparing reinforcement learning algorithms. | 2019-06-15T22:07:47Z |
| 44 | [cheat.sh](https://github.com/chubin/cheat.sh) | 16552 | 805 | Python | 40 | the only cheat sheet you need | 2019-05-31T19:49:06Z |
| 45 | [compose](https://github.com/docker/compose) | 16396 | 2509 | Python | 485 | Define and run multi-container applications with Docker | 2019-06-14T14:00:36Z |
| 46 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 15769 | 4824 | 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 | [bert](https://github.com/google-research/bert) | 15756 | 3820 | Python | 385 | TensorFlow code and pre-trained models for BERT | 2019-06-13T20:47:35Z |
| 48 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 15319 | 1983 | Python | 264 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2019-06-05T12:28:26Z |
| 49 | [AiLearning](https://github.com/apachecn/AiLearning) | 15311 | 5400 | Python | 24 | AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP | 2019-06-05T02:44:09Z |
| 50 | [algorithms](https://github.com/keon/algorithms) | 15196 | 2827 | Python | 51 | Minimal examples of data structures and algorithms in Python | 2019-06-15T12:30:49Z |
| 51 | [reddit](https://github.com/reddit-archive/reddit) | 15016 | 2756 | Python | 303 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 52 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 14853 | 1036 | Python | 4 | Guide to securing and improving privacy on macOS | 2019-05-21T03:52:04Z |
| 53 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 14790 | 1375 | Python | 15 | A collection of surprising Python snippets and lesser-known features. | 2019-06-10T19:13:56Z |
| 54 | [source-code-pro](https://github.com/adobe-fonts/source-code-pro) | 14664 | 1219 | Python | 37 | Monospaced font family for user interface and coding environments | 2019-06-10T07:39:30Z |
| 55 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 14431 | 4280 | Python | 204 | Web APIs for Django. ⚡️ | 2019-06-15T14:47:53Z |
| 56 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 14415 | 3122 | Python | 48 | Automatic SQL injection and database takeover tool | 2019-06-14T10:20:45Z |
| 57 | [python-fire](https://github.com/google/python-fire) | 14246 | 845 | Python | 57 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2019-06-13T14:20:21Z |
| 58 | [chinese-poetry](https://github.com/chinese-poetry/chinese-poetry) | 13977 | 2442 | Python | 29 | 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。   | 2019-06-06T09:28:00Z |
| 59 | [ZeroNet](https://github.com/HelloZeroNet/ZeroNet) | 13927 | 1798 | Python | 584 | ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network | 2019-06-14T22:44:00Z |
| 60 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13909 | 4686 | Python | 25 | 微信《跳一跳》Python 辅助 | 2018-08-03T00:44:49Z |
| 61 | [ipython](https://github.com/ipython/ipython) | 13628 | 3832 | Python | 1187 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2019-06-13T22:37:00Z |
| 62 | [glances](https://github.com/nicolargo/glances) | 13609 | 917 | Python | 112 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2019-06-12T21:15:20Z |
| 63 | [spaCy](https://github.com/explosion/spaCy) | 13598 | 2330 | Python | 161 | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | 2019-06-14T07:31:07Z |
| 64 | [algo](https://github.com/trailofbits/algo) | 13514 | 1182 | Python | 48 | Set up a personal IPSEC VPN in the cloud | 2019-06-14T09:08:30Z |
| 65 | [magenta](https://github.com/tensorflow/magenta) | 13361 | 2629 | Python | 198 | Magenta: Music and Art Generation with Machine Intelligence | 2019-06-07T22:56:25Z |
| 66 | [pyspider](https://github.com/binux/pyspider) | 13249 | 3253 | Python | 236 | A Powerful Spider(Web Crawler) System in Python. | 2019-05-09T15:53:42Z |
| 67 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 13034 | 1424 | Python | 36 | :octocat: 分享 GitHub 上有趣、入门级的开源项目「每月28号更新」 | 2019-06-13T15:21:36Z |
| 68 | [redash](https://github.com/getredash/redash) | 12892 | 2124 | Python | 463 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2019-06-15T11:28:56Z |
| 69 | [hosts](https://github.com/StevenBlack/hosts) | 12849 | 1127 | Python | 52 | 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.  | 2019-06-11T16:16:09Z |
| 70 | [celery](https://github.com/celery/celery) | 12651 | 3301 | Python | 416 | Distributed Task Queue (development branch) | 2019-06-15T20:54:28Z |
| 71 | [airflow](https://github.com/apache/airflow) | 12626 | 4595 | Python | 312 | Apache Airflow | 2019-06-15T18:49:31Z |
| 72 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 12490 | 5516 | Python | 946 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2019-06-13T00:55:10Z |
| 73 | [sanic](https://github.com/huge-success/sanic) | 12237 | 1156 | Python | 41 | Async Python 3.6+ web server/framework \| Build fast. Run fast. | 2019-06-11T08:21:52Z |
| 74 | [TensorFlow-Course](https://github.com/machinelearningmindset/TensorFlow-Course) | 12218 | 2304 | Python | 1 | Simple and ready-to-use tutorials for TensorFlow  | 2019-05-16T05:36:38Z |
| 75 | [bitcoinbook](https://github.com/bitcoinbook/bitcoinbook) | 11906 | 3463 | Python | 90 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2019-05-27T09:05:06Z |
| 76 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 11892 | 3632 | Python | 45 | PyTorch Tutorial for Deep Learning Researchers | 2019-05-12T21:44:06Z |
| 77 | [luigi](https://github.com/spotify/luigi) | 11730 | 1946 | Python | 41 | 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.  | 2019-06-15T18:44:36Z |
| 78 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 11610 | 2077 | 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 linear regression to deep learning. | 2019-06-09T02:21:59Z |
| 79 | [PySnooper](https://github.com/cool-RR/PySnooper) | 11531 | 710 | Python | 11 | Never use print for debugging again | 2019-06-15T13:56:36Z |
| 80 | [Python](https://github.com/geekcomputers/Python) | 11493 | 6459 | Python | 78 | My Python Examples | 2019-06-15T10:22:24Z |
| 81 | [fabric](https://github.com/fabric/fabric) | 11348 | 1718 | Python | 343 | Simple, Pythonic remote execution and deployment. | 2019-06-12T06:32:53Z |
| 82 | [nginx-proxy](https://github.com/jwilder/nginx-proxy) | 10972 | 2035 | Python | 527 | Automated nginx proxy for Docker containers using docker-gen | 2019-05-19T21:49:11Z |
| 83 | [material-theme](https://github.com/equinusocio/material-theme) | 10897 | 785 | Python | 3 | Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino | 2019-05-31T08:01:09Z |
| 84 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 10897 | 1007 | Python | 14 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2019-06-10T03:27:31Z |
| 85 | [black](https://github.com/python/black) | 10887 | 543 | Python | 165 | The uncompromising Python code formatter | 2019-06-15T06:36:43Z |
| 86 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 10792 | 1745 | Python | 17 | 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. | 2019-06-13T18:58:21Z |
| 87 | [awesome-algorithm](https://github.com/apachecn/awesome-algorithm) | 10503 | 2105 | Python | 3 | Lisanaaa 小专栏 | 2019-06-13T08:34:53Z |
| 88 | [powerline](https://github.com/powerline/powerline) | 10432 | 806 | Python | 169 | Powerline is a statusline plugin for vim, and provides statuslines and prompts for several other applications, including zsh, bash, tmux, IPython, Awesome and Qtile. | 2019-06-12T22:27:54Z |
| 89 | [tqdm](https://github.com/tqdm/tqdm) | 10430 | 553 | Python | 211 | A Fast, Extensible Progress Bar for Python and CLI | 2019-06-13T00:57:07Z |
| 90 | [manim](https://github.com/3b1b/manim) | 10297 | 1164 | Python | 71 | Animation engine for explanatory math videos | 2019-06-15T19:22:44Z |
| 91 | [locust](https://github.com/locustio/locust) | 10271 | 1476 | Python | 170 | Scalable user load testing tool written in Python | 2019-06-11T11:09:44Z |
| 92 | [pix2code](https://github.com/tonybeltramelli/pix2code) | 10251 | 1054 | Python | 0 | pix2code: Generating Code from a Graphical User Interface Screenshot | 2019-04-09T23:35:37Z |
| 93 | [salt](https://github.com/saltstack/salt) | 9987 | 4579 | Python | 2615 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:  | 2019-06-15T23:22:34Z |
| 94 | [zulip](https://github.com/zulip/zulip) | 9945 | 3061 | Python | 1346 | Zulip server - powerful open source team chat | 2019-06-16T01:12:10Z |
| 95 | [requests-html](https://github.com/kennethreitz/requests-html) | 9759 | 583 | Python | 56 | Pythonic HTML Parsing for Humans™ | 2019-05-31T17:23:28Z |
| 96 | [autojump](https://github.com/wting/autojump) | 9721 | 479 | Python | 154 | A cd command that learns - easily navigate directories from the command line | 2019-05-31T07:43:20Z |
| 97 | [cookiecutter](https://github.com/audreyr/cookiecutter) | 9690 | 1056 | Python | 239 | A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects. | 2019-06-11T01:53:15Z |
| 98 | [FastPhotoStyle](https://github.com/NVIDIA/FastPhotoStyle) | 9657 | 934 | Python | 38 | Style transfer, deep learning, feature transform | 2019-05-14T09:40:36Z |
| 99 | [bokeh](https://github.com/bokeh/bokeh) | 9567 | 2571 | Python | 404 | Interactive Web Plotting for Python | 2019-06-15T03:20:42Z |
| 100 | [matplotlib](https://github.com/matplotlib/matplotlib) | 9415 | 4243 | Python | 1473 | matplotlib: plotting with Python | 2019-06-15T17:40:59Z |