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 | [awesome-python](https://github.com/vinta/awesome-python) | 66645 | 12884 | Python | 494 | A curated list of awesome Python frameworks, libraries, software and resources | 2019-04-27T08:52:17Z |
| 2 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 62294 | 9334 | Python | 84 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2019-04-26T05:31:51Z |
| 3 | [public-apis](https://github.com/toddmotto/public-apis) | 56317 | 5830 | Python | 39 | A collective list of free APIs for use in software and web development. | 2019-04-29T20:06:14Z |
| 4 | [models](https://github.com/tensorflow/models) | 52076 | 32096 | Python | 1608 | Models and examples built with TensorFlow | 2019-05-01T00:38:28Z |
| 5 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 49837 | 8654 | Python | 2818 | Command-line program to download videos from YouTube.com and other video sites | 2019-04-30T22:12:57Z |
| 6 | [flask](https://github.com/pallets/flask) | 43715 | 12275 | Python | 70 | The Python micro framework for building web applications. | 2019-04-27T00:18:25Z |
| 7 | [thefuck](https://github.com/nvbn/thefuck) | 43358 | 2161 | Python | 159 | Magnificent app which corrects your previous console command. | 2019-04-26T11:15:09Z |
| 8 | [django](https://github.com/django/django) | 41221 | 17745 | Python | 231 | The Web framework for perfectionists with deadlines. | 2019-05-01T01:08:42Z |
| 9 | [keras](https://github.com/keras-team/keras) | 40720 | 15473 | Python | 2372 | Deep Learning for humans | 2019-04-29T22:37:30Z |
| 10 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 39505 | 9834 | Python | 3 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2019-04-30T14:58:48Z |
| 11 | [requests](https://github.com/kennethreitz/requests) | 38423 | 7006 | Python | 210 | Python HTTP Requests for Humans™ ✨🍰✨ | 2019-04-30T16:37:55Z |
| 12 | [ansible](https://github.com/ansible/ansible) | 36845 | 15259 | Python | 5643 | 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/ | 2019-05-01T03:19:53Z |
| 13 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 34819 | 17027 | Python | 1909 | scikit-learn: machine learning in Python | 2019-05-01T02:32:43Z |
| 14 | [Python](https://github.com/TheAlgorithms/Python) | 33257 | 9452 | Python | 163 | All Algorithms implemented in Python | 2019-04-30T13:16:43Z |
| 15 | [scrapy](https://github.com/scrapy/scrapy) | 32593 | 7693 | Python | 790 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2019-04-29T16:32:43Z |
| 16 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 32384 | 1362 | 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) | 29736 | 18048 | Python | 433 | None | 2019-04-16T15:13:35Z |
| 18 | [XX-Net](https://github.com/XX-net/XX-Net) | 27379 | 7476 | Python | 7770 | a web proxy tool | 2019-03-24T15:34:44Z |
| 19 | [certbot](https://github.com/certbot/certbot) | 24937 | 2538 | Python | 766 | 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. | 2019-05-01T02:15:17Z |
| 20 | [you-get](https://github.com/soimort/you-get) | 23948 | 4735 | Python | 314 | :arrow_double_down: Dumb downloader that scrapes the web | 2019-04-29T06:17:07Z |
| 21 | [cpython](https://github.com/python/cpython) | 23918 | 9683 | Python | 1019 | The Python programming language | 2019-05-01T03:35:34Z |
| 22 | [home-assistant](https://github.com/home-assistant/home-assistant) | 23184 | 6738 | Python | 1135 | :house_with_garden: Open source home automation that puts local control and privacy first | 2019-05-01T03:30:12Z |
| 23 | [Algorithm_Interview_Notes-Chinese](https://github.com/imhuay/Algorithm_Interview_Notes-Chinese) | 22808 | 6882 | 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 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 22619 | 5121 | Python | 72 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2019-04-29T04:35:42Z |
| 25 | [100-Days-Of-ML-Code](https://github.com/Avik-Jain/100-Days-Of-ML-Code) | 22469 | 5055 | Python | 38 | 100 Days of ML Coding | 2019-04-06T19:41:38Z |
| 26 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 22335 | 2876 | Python | 116 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2019-04-28T21:48:21Z |
| 27 | [tldr](https://github.com/tldr-pages/tldr) | 22183 | 1635 | Python | 76 | :books: Simplified and community-driven man pages | 2019-04-30T16:50:05Z |
| 28 | [sentry](https://github.com/getsentry/sentry) | 20685 | 2356 | Python | 840 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2019-05-01T01:39:54Z |
| 29 | [python-patterns](https://github.com/faif/python-patterns) | 20338 | 4408 | Python | 11 | A collection of design patterns/idioms in Python | 2019-04-07T22:00:10Z |
| 30 | [Detectron](https://github.com/facebookresearch/Detectron) | 20155 | 4262 | Python | 229 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2019-04-15T14:48:49Z |
| 31 | [linux-insides](https://github.com/0xAX/linux-insides) | 19583 | 2088 | Python | 22 | A little bit about a linux kernel | 2019-04-24T11:23:17Z |
| 32 | [pandas](https://github.com/pandas-dev/pandas) | 19288 | 7648 | Python | 2983 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2019-04-30T23:56:09Z |
| 33 | [YouCompleteMe](https://github.com/Valloric/YouCompleteMe) | 18932 | 2123 | Python | 52 | A code-completion engine for Vim | 2019-04-27T22:47:16Z |
| 34 | [jieba](https://github.com/fxsjy/jieba) | 18344 | 4804 | Python | 469 | 结巴中文分词 | 2019-04-18T17:08:54Z |
| 35 | [faceswap](https://github.com/deepfakes/faceswap) | 17944 | 5945 | Python | 9 | Non official project based on original /r/Deepfakes thread. Many thanks to him! | 2019-04-30T22:35:57Z |
| 36 | [tornado](https://github.com/tornadoweb/tornado) | 17666 | 4909 | Python | 156 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed. | 2019-04-30T18:29:20Z |
| 37 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 16969 | 2463 | 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) | 16754 | 1228 | Python | 313 |  Python Development Workflow for Humans. | 2019-04-30T12:45:37Z |
| 39 | [gym](https://github.com/openai/gym) | 16527 | 4412 | Python | 248 | A toolkit for developing and comparing reinforcement learning algorithms. | 2019-04-29T20:26:42Z |
| 40 | [ItChat](https://github.com/littlecodersh/ItChat) | 16079 | 3765 | Python | 161 | 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 |
| 41 | [compose](https://github.com/docker/compose) | 15974 | 2437 | Python | 535 | Define and run multi-container applications with Docker | 2019-04-25T11:22:57Z |
| 42 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 15469 | 4685 | 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 | [reddit](https://github.com/reddit-archive/reddit) | 14966 | 2759 | Python | 303 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 44 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 14867 | 1933 | Python | 235 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2019-04-19T18:43:25Z |
| 45 | [algorithms](https://github.com/keon/algorithms) | 14838 | 2718 | Python | 50 | Minimal examples of data structures and algorithms in Python | 2019-04-30T21:59:34Z |
| 46 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 14694 | 1016 | Python | 3 | Guide to securing and improving privacy on macOS | 2019-04-26T16:33:55Z |
| 47 | [bert](https://github.com/google-research/bert) | 14515 | 3363 | Python | 325 | TensorFlow code and pre-trained models for BERT | 2019-04-24T03:38:27Z |
| 48 | [source-code-pro](https://github.com/adobe-fonts/source-code-pro) | 14433 | 1209 | Python | 37 | Monospaced font family for user interface and coding environments | 2019-04-23T18:57:53Z |
| 49 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 14415 | 1335 | Python | 30 | A collection of surprising Python snippets and lesser-known features. | 2019-03-31T13:38:20Z |
| 50 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 14018 | 3057 | Python | 55 | Automatic SQL injection and database takeover tool | 2019-04-30T12:23:34Z |
| 51 | [python-fire](https://github.com/google/python-fire) | 13977 | 812 | Python | 57 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2019-04-26T21:35:07Z |
| 52 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13893 | 4687 | Python | 25 | 微信《跳一跳》Python 辅助 | 2018-08-03T00:44:49Z |
| 53 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 13890 | 4152 | Python | 230 | Web APIs for Django. ⚡️ | 2019-05-01T01:16:03Z |
| 54 | [ZeroNet](https://github.com/HelloZeroNet/ZeroNet) | 13686 | 1767 | Python | 570 | ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network | 2019-04-29T15:18:09Z |
| 55 | [chinese-poetry](https://github.com/chinese-poetry/chinese-poetry) | 13618 | 2313 | Python | 25 | 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 | [ipython](https://github.com/ipython/ipython) | 13524 | 3799 | Python | 1158 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2019-04-28T18:19:06Z |
| 57 | [glances](https://github.com/nicolargo/glances) | 13331 | 898 | 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 |
| 58 | [spaCy](https://github.com/explosion/spaCy) | 13164 | 2232 | Python | 140 | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | 2019-04-30T11:41:23Z |
| 59 | [algo](https://github.com/trailofbits/algo) | 13068 | 1135 | Python | 43 | Set up a personal IPSEC VPN in the cloud | 2019-04-30T05:05:32Z |
| 60 | [magenta](https://github.com/tensorflow/magenta) | 13054 | 2535 | Python | 189 | Magenta: Music and Art Generation with Machine Intelligence | 2019-04-29T05:54:39Z |
| 61 | [pyspider](https://github.com/binux/pyspider) | 13041 | 3204 | Python | 227 | A Powerful Spider(Web Crawler) System in Python. | 2019-04-21T01:01:29Z |
| 62 | [AiLearning](https://github.com/apachecn/AiLearning) | 12760 | 4534 | Python | 22 | AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP | 2019-04-30T04:01:01Z |
| 63 | [hosts](https://github.com/StevenBlack/hosts) | 12404 | 1088 | 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.  | 2019-04-25T20:48:46Z |
| 64 | [celery](https://github.com/celery/celery) | 12256 | 3226 | Python | 480 | Distributed Task Queue (development branch) | 2019-04-30T22:59:33Z |
| 65 | [airflow](https://github.com/apache/airflow) | 12055 | 4323 | Python | 295 | Apache Airflow | 2019-05-01T02:44:13Z |
| 66 | [sanic](https://github.com/huge-success/sanic) | 11945 | 1120 | Python | 92 | Async Python 3.5+ web server that's written to go fast | 2019-04-30T21:56:28Z |
| 67 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 11743 | 5106 | Python | 882 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2019-04-26T18:51:29Z |
| 68 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 11621 | 1247 | Python | 23 | :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 |
| 69 | [luigi](https://github.com/spotify/luigi) | 11440 | 1902 | 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.  | 2019-04-28T21:09:36Z |
| 70 | [TensorFlow-Course](https://github.com/machinelearningmindset/TensorFlow-Course) | 11427 | 2081 | Python | 3 | Simple and ready-to-use tutorials for TensorFlow  | 2019-04-15T11:30:13Z |
| 71 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 11417 | 1992 | 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 |
| 72 | [fabric](https://github.com/fabric/fabric) | 11212 | 1711 | Python | 333 | Simple, Pythonic remote execution and deployment. | 2019-04-26T20:00:47Z |
| 73 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 11151 | 3359 | Python | 38 | PyTorch Tutorial for Deep Learning Researchers | 2019-04-15T04:35:57Z |
| 74 | [Python](https://github.com/geekcomputers/Python) | 11042 | 6280 | Python | 74 | My Python Examples | 2019-04-28T10:49:09Z |
| 75 | [material-theme](https://github.com/equinusocio/material-theme) | 10878 | 780 | 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) | 10697 | 979 | Python | 10 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2019-04-29T17:23:53Z |
| 77 | [nginx-proxy](https://github.com/jwilder/nginx-proxy) | 10639 | 1982 | Python | 518 | Automated nginx proxy for Docker containers using docker-gen | 2019-04-17T20:38:16Z |
| 78 | [powerline](https://github.com/powerline/powerline) | 10256 | 795 | Python | 161 | 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 | [pix2code](https://github.com/tonybeltramelli/pix2code) | 10167 | 1029 | Python | 0 | pix2code: Generating Code from a Graphical User Interface Screenshot | 2019-04-09T23:35:37Z |
| 80 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 10136 | 1598 | Python | 13 | 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 |
| 81 | [awesome-algorithm](https://github.com/apachecn/awesome-algorithm) | 10075 | 1963 | Python | 4 | 刷题训练指南 | 2019-04-26T02:03:27Z |
| 82 | [tqdm](https://github.com/tqdm/tqdm) | 9919 | 510 | Python | 190 | A fast, extensible progress bar for Python and CLI | 2019-04-22T14:24:52Z |
| 83 | [locust](https://github.com/locustio/locust) | 9918 | 1424 | Python | 162 | Scalable user load testing tool written in Python | 2019-04-29T00:20:40Z |
| 84 | [salt](https://github.com/saltstack/salt) | 9852 | 4546 | Python | 2466 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:  | 2019-04-30T22:32:26Z |
| 85 | [zulip](https://github.com/zulip/zulip) | 9698 | 3001 | Python | 1337 | Zulip server - powerful open source team chat | 2019-05-01T02:59:46Z |
| 86 | [FastPhotoStyle](https://github.com/NVIDIA/FastPhotoStyle) | 9544 | 901 | Python | 33 | Style transfer, deep learning, feature transform | 2019-04-05T18:41:46Z |
| 87 | [autojump](https://github.com/wting/autojump) | 9424 | 470 | Python | 147 | A cd command that learns - easily navigate directories from the command line | 2019-04-15T12:19:36Z |
| 88 | [cookiecutter](https://github.com/audreyr/cookiecutter) | 9393 | 1023 | Python | 228 | A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects. | 2019-04-20T13:02:39Z |
| 89 | [bokeh](https://github.com/bokeh/bokeh) | 9351 | 2512 | Python | 374 | Interactive Web Plotting for Python | 2019-04-30T14:59:11Z |
| 90 | [manim](https://github.com/3b1b/manim) | 9259 | 1002 | Python | 54 | Animation engine for explanatory math videos | 2019-05-01T00:25:46Z |
| 91 | [neural-enhance](https://github.com/alexjc/neural-enhance) | 9169 | 979 | Python | 118 | Super Resolution for images using deep learning. | 2018-01-25T05:01:58Z |
| 92 | [kivy](https://github.com/kivy/kivy) | 9161 | 2063 | Python | 641 | Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS | 2019-05-01T01:16:53Z |
| 93 | [matplotlib](https://github.com/matplotlib/matplotlib) | 9159 | 4126 | Python | 1465 | matplotlib: plotting with Python | 2019-04-30T22:35:39Z |
| 94 | [yapf](https://github.com/google/yapf) | 9133 | 623 | Python | 221 | A formatter for Python files | 2019-04-24T09:08:40Z |
| 95 | [gensim](https://github.com/RaRe-Technologies/gensim) | 9117 | 3343 | Python | 225 | Topic Modelling for Humans | 2019-05-01T00:22:26Z |
| 96 | [neural-networks-and-deep-learning](https://github.com/mnielsen/neural-networks-and-deep-learning) | 9104 | 4459 | Python | 4 | Code samples for my book "Neural Networks and Deep Learning" | 2019-01-21T21:55:07Z |
| 97 | [neural-doodle](https://github.com/alexjc/neural-doodle) | 9085 | 808 | 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 | [tflearn](https://github.com/tflearn/tflearn) | 9051 | 2285 | Python | 552 | Deep learning library featuring a higher-level API for TensorFlow. | 2019-04-12T10:05:38Z |
| 99 | [Zappa](https://github.com/Miserlou/Zappa) | 9035 | 982 | Python | 536 | Serverless Python | 2019-04-28T02:21:55Z |
| 100 | [sshuttle](https://github.com/apenwarr/sshuttle) | 9006 | 666 | Python | 22 | Wrong project!  You should head over to http://github.com/sshuttle/sshuttle | 2018-02-15T13:16:12Z |