[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) | 67223 | 13033 | Python | 497 | A curated list of awesome Python frameworks, libraries, software and resources | 2019-05-12T15:46:09Z |
| 2 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 62915 | 9500 | Python | 85 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2019-05-12T11:50:00Z |
| 3 | [public-apis](https://github.com/toddmotto/public-apis) | 56837 | 5908 | Python | 49 | A collective list of free APIs for use in software and web development. | 2019-05-09T09:59:07Z |
| 4 | [models](https://github.com/tensorflow/models) | 52592 | 32516 | Python | 1629 | Models and examples built with TensorFlow | 2019-05-12T23:56:50Z |
| 5 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 50324 | 8717 | Python | 2832 | Command-line program to download videos from YouTube.com and other video sites | 2019-05-12T22:53:34Z |
| 6 | [flask](https://github.com/pallets/flask) | 44001 | 12370 | Python | 84 | The Python micro framework for building web applications. | 2019-05-09T14:16:38Z |
| 7 | [thefuck](https://github.com/nvbn/thefuck) | 43657 | 2178 | Python | 162 | Magnificent app which corrects your previous console command. | 2019-05-09T16:15:05Z |
| 8 | [django](https://github.com/django/django) | 41497 | 17853 | Python | 237 | The Web framework for perfectionists with deadlines. | 2019-05-12T23:49:06Z |
| 9 | [keras](https://github.com/keras-team/keras) | 41066 | 15628 | Python | 2371 | Deep Learning for humans | 2019-05-10T13:09:17Z |
| 10 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 39758 | 9908 | Python | 1 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2019-05-10T19:27:26Z |
| 11 | [Python](https://github.com/TheAlgorithms/Python) | 38619 | 10996 | Python | 175 | All Algorithms implemented in Python | 2019-05-12T11:46:48Z |
| 12 | [requests](https://github.com/kennethreitz/requests) | 38575 | 7046 | Python | 213 | Python HTTP Requests for Humans™ ✨🍰✨ | 2019-05-09T21:38:20Z |
| 13 | [ansible](https://github.com/ansible/ansible) | 37066 | 15369 | Python | 5723 | 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/ | 2019-05-13T03:53:16Z |
| 14 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 35031 | 17116 | Python | 1935 | scikit-learn: machine learning in Python | 2019-05-13T00:08:07Z |
| 15 | [scrapy](https://github.com/scrapy/scrapy) | 32775 | 7722 | Python | 796 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2019-05-13T03:12:23Z |
| 16 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 32410 | 1367 | 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 |
| 17 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 29842 | 18113 | Python | 435 | None | 2019-04-16T15:13:35Z |
| 18 | [XX-Net](https://github.com/XX-net/XX-Net) | 27509 | 7493 | Python | 7789 | a web proxy tool | 2019-03-24T15:34:44Z |
| 19 | [certbot](https://github.com/certbot/certbot) | 25007 | 2557 | Python | 762 | 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. | 2019-05-12T22:16:26Z |
| 20 | [you-get](https://github.com/soimort/you-get) | 24245 | 4818 | Python | 315 | :arrow_double_down: Dumb downloader that scrapes the web | 2019-05-11T13:03:05Z |
| 21 | [cpython](https://github.com/python/cpython) | 24132 | 9872 | Python | 1027 | The Python programming language | 2019-05-13T03:40:00Z |
| 22 | [home-assistant](https://github.com/home-assistant/home-assistant) | 23518 | 6852 | Python | 1168 | :house_with_garden: Open source home automation that puts local control and privacy first | 2019-05-13T03:34:25Z |
| 23 | [Algorithm_Interview_Notes-Chinese](https://github.com/imhuay/Algorithm_Interview_Notes-Chinese) | 23099 | 7000 | 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 |
| 24 | [100-Days-Of-ML-Code](https://github.com/Avik-Jain/100-Days-Of-ML-Code) | 22896 | 5207 | Python | 40 | 100 Days of ML Coding | 2019-05-10T03:53:21Z |
| 25 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 22750 | 5172 | Python | 72 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2019-04-29T04:35:42Z |
| 26 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 22622 | 2925 | 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 |
| 27 | [tldr](https://github.com/tldr-pages/tldr) | 22372 | 1655 | Python | 86 | :books: Simplified and community-driven man pages | 2019-05-12T22:49:55Z |
| 28 | [sentry](https://github.com/getsentry/sentry) | 20779 | 2365 | Python | 859 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2019-05-11T09:58:36Z |
| 29 | [python-patterns](https://github.com/faif/python-patterns) | 20469 | 4438 | Python | 9 | A collection of design patterns/idioms in Python | 2019-05-10T20:43:10Z |
| 30 | [Detectron](https://github.com/facebookresearch/Detectron) | 20311 | 4305 | Python | 229 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2019-05-09T21:54:14Z |
| 31 | [linux-insides](https://github.com/0xAX/linux-insides) | 19635 | 2091 | Python | 23 | A little bit about a linux kernel | 2019-04-24T11:23:17Z |
| 32 | [pandas](https://github.com/pandas-dev/pandas) | 19490 | 7708 | Python | 2952 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2019-05-13T00:34:02Z |
| 33 | [YouCompleteMe](https://github.com/Valloric/YouCompleteMe) | 19021 | 2132 | Python | 48 | A code-completion engine for Vim | 2019-05-11T15:18:20Z |
| 34 | [jieba](https://github.com/fxsjy/jieba) | 18510 | 4832 | Python | 471 | 结巴中文分词 | 2019-04-18T17:08:54Z |
| 35 | [faceswap](https://github.com/deepfakes/faceswap) | 18316 | 6075 | Python | 9 | Non official project based on original /r/Deepfakes thread. Many thanks to him! | 2019-05-12T22:25:03Z |
| 36 | [tornado](https://github.com/tornadoweb/tornado) | 17723 | 4930 | Python | 156 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed. | 2019-05-11T09:45:36Z |
| 37 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 17052 | 2487 | Python | 41 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2019-04-15T00:28:33Z |
| 38 | [pipenv](https://github.com/pypa/pipenv) | 16890 | 1244 | Python | 328 |  Python Development Workflow for Humans. | 2019-05-09T09:13:27Z |
| 39 | [gym](https://github.com/openai/gym) | 16683 | 4466 | Python | 208 | A toolkit for developing and comparing reinforcement learning algorithms. | 2019-05-12T08:46:56Z |
| 40 | [ItChat](https://github.com/littlecodersh/ItChat) | 16223 | 3795 | 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 |
| 41 | [compose](https://github.com/docker/compose) | 16059 | 2462 | Python | 547 | Define and run multi-container applications with Docker | 2019-05-12T16:46:05Z |
| 42 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 15543 | 4722 | 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 |
| 43 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 14978 | 1947 | Python | 238 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2019-04-19T18:43:25Z |
| 44 | [reddit](https://github.com/reddit-archive/reddit) | 14969 | 2758 | Python | 303 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 45 | [algorithms](https://github.com/keon/algorithms) | 14927 | 2741 | Python | 48 | Minimal examples of data structures and algorithms in Python | 2019-05-03T10:47:05Z |
| 46 | [bert](https://github.com/google-research/bert) | 14822 | 3471 | Python | 342 | TensorFlow code and pre-trained models for BERT | 2019-04-24T03:38:27Z |
| 47 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 14733 | 1024 | Python | 3 | Guide to securing and improving privacy on macOS | 2019-05-05T14:51:08Z |
| 48 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 14521 | 1350 | Python | 25 | A collection of surprising Python snippets and lesser-known features. | 2019-05-01T14:52:41Z |
| 49 | [source-code-pro](https://github.com/adobe-fonts/source-code-pro) | 14517 | 1213 | Python | 37 | Monospaced font family for user interface and coding environments | 2019-04-23T18:57:53Z |
| 50 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 14130 | 3077 | Python | 57 | Automatic SQL injection and database takeover tool | 2019-05-12T02:07:08Z |
| 51 | [python-fire](https://github.com/google/python-fire) | 14044 | 814 | Python | 58 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2019-04-26T21:35:07Z |
| 52 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 14019 | 4177 | Python | 220 | Web APIs for Django. ⚡️ | 2019-05-12T07:11:27Z |
| 53 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13895 | 4686 | Python | 25 | 微信《跳一跳》Python 辅助 | 2018-08-03T00:44:49Z |
| 54 | [ZeroNet](https://github.com/HelloZeroNet/ZeroNet) | 13733 | 1781 | Python | 576 | ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network | 2019-05-02T16:03:03Z |
| 55 | [chinese-poetry](https://github.com/chinese-poetry/chinese-poetry) | 13730 | 2356 | 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 |
| 56 | [AiLearning](https://github.com/apachecn/AiLearning) | 13576 | 4755 | Python | 23 | AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP | 2019-05-12T09:54:38Z |
| 57 | [ipython](https://github.com/ipython/ipython) | 13559 | 3808 | Python | 1167 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2019-05-12T21:08:36Z |
| 58 | [glances](https://github.com/nicolargo/glances) | 13400 | 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 |
| 59 | [spaCy](https://github.com/explosion/spaCy) | 13279 | 2249 | Python | 137 | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | 2019-05-11T22:53:15Z |
| 60 | [algo](https://github.com/trailofbits/algo) | 13174 | 1155 | Python | 45 | Set up a personal IPSEC VPN in the cloud | 2019-05-12T14:25:20Z |
| 61 | [magenta](https://github.com/tensorflow/magenta) | 13157 | 2568 | Python | 195 | Magenta: Music and Art Generation with Machine Intelligence | 2019-05-06T05:59:02Z |
| 62 | [pyspider](https://github.com/binux/pyspider) | 13103 | 3214 | Python | 230 | A Powerful Spider(Web Crawler) System in Python. | 2019-05-09T15:53:42Z |
| 63 | [hosts](https://github.com/StevenBlack/hosts) | 12527 | 1101 | 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.  | 2019-05-10T21:49:57Z |
| 64 | [celery](https://github.com/celery/celery) | 12332 | 3244 | Python | 445 | Distributed Task Queue (development branch) | 2019-05-12T07:57:59Z |
| 65 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 12202 | 1309 | Python | 33 | :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 |
| 66 | [airflow](https://github.com/apache/airflow) | 12191 | 4394 | Python | 299 | Apache Airflow | 2019-05-12T13:05:27Z |
| 67 | [sanic](https://github.com/huge-success/sanic) | 12026 | 1132 | Python | 88 | Async Python 3.5+ web server that's written to go fast | 2019-05-12T19:57:42Z |
| 68 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 11941 | 5192 | Python | 898 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2019-05-02T07:56:16Z |
| 69 | [TensorFlow-Course](https://github.com/machinelearningmindset/TensorFlow-Course) | 11600 | 2135 | Python | 3 | Simple and ready-to-use tutorials for TensorFlow  | 2019-05-12T14:16:03Z |
| 70 | [luigi](https://github.com/spotify/luigi) | 11515 | 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 |
| 71 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 11476 | 2020 | 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 |
| 72 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 11344 | 3448 | Python | 40 | PyTorch Tutorial for Deep Learning Researchers | 2019-05-12T21:44:06Z |
| 73 | [fabric](https://github.com/fabric/fabric) | 11254 | 1717 | Python | 336 | Simple, Pythonic remote execution and deployment. | 2019-05-10T06:00:40Z |
| 74 | [Python](https://github.com/geekcomputers/Python) | 11160 | 6327 | Python | 74 | My Python Examples | 2019-04-28T10:49:09Z |
| 75 | [material-theme](https://github.com/equinusocio/material-theme) | 10881 | 778 | Python | 3 | Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino | 2019-03-20T10:51:26Z |
| 76 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 10757 | 983 | Python | 10 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2019-05-13T03:31:33Z |
| 77 | [nginx-proxy](https://github.com/jwilder/nginx-proxy) | 10742 | 1995 | Python | 521 | Automated nginx proxy for Docker containers using docker-gen | 2019-04-17T20:38:16Z |
| 78 | [powerline](https://github.com/powerline/powerline) | 10312 | 798 | Python | 163 | Powerline is a statusline plugin for vim, and provides statuslines and prompts for several other applications, including zsh, bash, tmux, IPython, Awesome and Qtile. | 2019-04-17T13:20:43Z |
| 79 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 10292 | 1625 | 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 |
| 80 | [awesome-algorithm](https://github.com/apachecn/awesome-algorithm) | 10264 | 2023 | Python | 5 | 刷题训练指南 | 2019-05-09T13:11:01Z |
| 81 | [pix2code](https://github.com/tonybeltramelli/pix2code) | 10183 | 1032 | Python | 0 | pix2code: Generating Code from a Graphical User Interface Screenshot | 2019-04-09T23:35:37Z |
| 82 | [tqdm](https://github.com/tqdm/tqdm) | 10055 | 520 | Python | 203 | A fast, extensible progress bar for Python and CLI | 2019-05-12T03:21:25Z |
| 83 | [PySnooper](https://github.com/cool-RR/PySnooper) | 10040 | 581 | Python | 10 | Never use print for debugging again | 2019-05-11T19:34:57Z |
| 84 | [locust](https://github.com/locustio/locust) | 10008 | 1443 | Python | 165 | Scalable user load testing tool written in Python | 2019-05-03T14:20:41Z |
| 85 | [salt](https://github.com/saltstack/salt) | 9897 | 4552 | Python | 2492 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:  | 2019-05-12T21:44:57Z |
| 86 | [zulip](https://github.com/zulip/zulip) | 9780 | 3006 | Python | 1337 | Zulip server - powerful open source team chat | 2019-05-13T02:42:58Z |
| 87 | [manim](https://github.com/3b1b/manim) | 9633 | 1058 | Python | 56 | Animation engine for explanatory math videos | 2019-05-10T05:50:25Z |
| 88 | [FastPhotoStyle](https://github.com/NVIDIA/FastPhotoStyle) | 9574 | 911 | Python | 33 | Style transfer, deep learning, feature transform | 2019-04-05T18:41:46Z |
| 89 | [autojump](https://github.com/wting/autojump) | 9539 | 472 | Python | 149 | A cd command that learns - easily navigate directories from the command line | 2019-04-15T12:19:36Z |
| 90 | [cookiecutter](https://github.com/audreyr/cookiecutter) | 9463 | 1030 | Python | 231 | A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects. | 2019-05-03T22:42:29Z |
| 91 | [bokeh](https://github.com/bokeh/bokeh) | 9404 | 2537 | Python | 388 | Interactive Web Plotting for Python | 2019-05-12T23:41:47Z |
| 92 | [black](https://github.com/python/black) | 9327 | 467 | Python | 157 | The uncompromising Python code formatter | 2019-05-10T18:39:41Z |
| 93 | [kivy](https://github.com/kivy/kivy) | 9238 | 2078 | Python | 631 | Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS | 2019-05-10T19:52:58Z |
| 94 | [matplotlib](https://github.com/matplotlib/matplotlib) | 9234 | 4158 | Python | 1467 | matplotlib: plotting with Python | 2019-05-12T21:16:24Z |
| 95 | [neural-enhance](https://github.com/alexjc/neural-enhance) | 9198 | 987 | Python | 119 | Super Resolution for images using deep learning. | 2018-01-25T05:01:58Z |
| 96 | [yapf](https://github.com/google/yapf) | 9180 | 628 | Python | 227 | A formatter for Python files | 2019-05-10T11:15:08Z |
| 97 | [neural-networks-and-deep-learning](https://github.com/mnielsen/neural-networks-and-deep-learning) | 9170 | 4500 | Python | 6 | Code samples for my book "Neural Networks and Deep Learning" | 2019-05-09T10:58:46Z |
| 98 | [gensim](https://github.com/RaRe-Technologies/gensim) | 9167 | 3365 | Python | 216 | Topic Modelling for Humans | 2019-05-11T07:42:06Z |
| 99 | [Zappa](https://github.com/Miserlou/Zappa) | 9102 | 992 | Python | 547 | Serverless Python | 2019-05-12T17:27:39Z |
| 100 | [neural-doodle](https://github.com/alexjc/neural-doodle) | 9099 | 813 | 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 |