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 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 105531 | 18942 | Python | 145 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2020-08-28T22:46:52Z |
| 2 | [public-apis](https://github.com/public-apis/public-apis) | 95053 | 11424 | Python | 202 | A collective list of free APIs for use in software and web development. | 2020-08-31T03:36:08Z |
| 3 | [Python](https://github.com/TheAlgorithms/Python) | 83690 | 24714 | Python | 30 | All Algorithms implemented in Python | 2020-09-01T14:36:36Z |
| 4 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 70326 | 12299 | Python | 3880 | Command-line program to download videos from YouTube.com and other video sites | 2020-09-01T15:42:28Z |
| 5 | [models](https://github.com/tensorflow/models) | 65888 | 42106 | Python | 996 | Models and examples built with TensorFlow | 2020-09-01T23:32:15Z |
| 6 | [thefuck](https://github.com/nvbn/thefuck) | 55209 | 2740 | Python | 243 | Magnificent app which corrects your previous console command. | 2020-08-11T19:24:58Z |
| 7 | [flask](https://github.com/pallets/flask) | 51864 | 13721 | Python | 26 | The Python micro framework for building web applications. | 2020-08-31T01:53:10Z |
| 8 | [django](https://github.com/django/django) | 51705 | 22362 | Python | 203 | The Web framework for perfectionists with deadlines. | 2020-09-02T02:11:52Z |
| 9 | [keras](https://github.com/keras-team/keras) | 49426 | 18547 | Python | 3165 | Deep Learning for humans | 2020-07-28T15:33:26Z |
| 10 | [httpie](https://github.com/httpie/httpie) | 47961 | 3080 | Python | 131 | As easy as /aitch-tee-tee-pie/ 🥧 Modern, user-friendly command-line HTTP client for the API era. JSON support, colors, sessions, downloads, plugins & more. https://twitter.com/clihttp | 2020-08-22T20:54:59Z |
| 11 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 46227 | 11629 | Python | 1 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2020-09-01T15:59:29Z |
| 12 | [ansible](https://github.com/ansible/ansible) | 44565 | 19540 | Python | 2050 | Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy and maintain. Automate everything from code deployment to network configuration to cloud management, in a language that approaches plain English, using SSH, with no agents to install on remote systems. https://docs.ansible.com. | 2020-09-02T02:07:11Z |
| 13 | [requests](https://github.com/psf/requests) | 43411 | 7864 | Python | 297 | A simple, yet elegant HTTP library. | 2020-08-27T19:48:12Z |
| 14 | [scrapy](https://github.com/scrapy/scrapy) | 38155 | 8774 | Python | 735 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2020-09-02T01:18:03Z |
| 15 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 37918 | 1681 | 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. | 2020-08-02T18:35:10Z |
| 16 | [face_recognition](https://github.com/ageitgey/face_recognition) | 36030 | 10087 | Python | 542 | The world's simplest facial recognition api for Python and the command line | 2020-08-27T18:36:14Z |
| 17 | [core](https://github.com/home-assistant/core) | 35222 | 11330 | Python | 1235 | :house_with_garden: Open source home automation that puts local control and privacy first | 2020-09-02T02:23:02Z |
| 18 | [you-get](https://github.com/soimort/you-get) | 34813 | 6972 | Python | 339 | :arrow_double_down: Dumb downloader that scrapes the web | 2020-08-20T06:38:17Z |
| 19 | [cpython](https://github.com/python/cpython) | 33289 | 15924 | Python | 1356 | The Python programming language | 2020-09-02T02:14:57Z |
| 20 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 33257 | 4954 | Python | 7 | :octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目 | 2020-08-28T01:37:26Z |
| 21 | [transformers](https://github.com/huggingface/transformers) | 33133 | 7904 | Python | 631 | 🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0. | 2020-09-02T01:16:29Z |
| 22 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 32761 | 19705 | Python | 449 | None | 2019-11-06T02:01:03Z |
| 23 | [incubator-superset](https://github.com/apache/incubator-superset) | 29880 | 6182 | Python | 342 | Apache Superset is a Data Visualization and Data Exploration Platform | 2020-09-02T00:59:04Z |
| 24 | [interview_internal_reference](https://github.com/0voice/interview_internal_reference) | 28693 | 7866 | Python | 21 | 2020年最新总结，阿里，腾讯，百度，美团，头条等技术面试题目，以及答案，专家出题人分析汇总。 | 2020-07-14T08:36:32Z |
| 25 | [12306](https://github.com/testerSunshine/12306) | 28453 | 9044 | Python | 231 | 12306智能刷票，订票 | 2020-03-23T09:29:29Z |
| 26 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 28243 | 6252 | Python | 76 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2020-07-22T18:08:46Z |
| 27 | [AiLearning](https://github.com/apachecn/AiLearning) | 26667 | 9146 | Python | 35 | AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP | 2020-09-01T07:57:46Z |
| 28 | [pandas](https://github.com/pandas-dev/pandas) | 26354 | 10790 | Python | 3700 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2020-09-02T02:37:33Z |
| 29 | [localstack](https://github.com/localstack/localstack) | 26167 | 1992 | Python | 232 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2020-09-01T20:18:20Z |
| 30 | [sentry](https://github.com/getsentry/sentry) | 25917 | 2918 | Python | 1183 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2020-09-02T01:36:42Z |
| 31 | [manim](https://github.com/3b1b/manim) | 24966 | 3196 | Python | 338 | Animation engine for explanatory math videos | 2020-08-30T23:01:41Z |
| 32 | [bert](https://github.com/google-research/bert) | 24663 | 6946 | Python | 731 | TensorFlow code and pre-trained models for BERT | 2020-08-15T11:39:34Z |
| 33 | [jieba](https://github.com/fxsjy/jieba) | 23987 | 5874 | Python | 574 | 结巴中文分词 | 2020-07-24T03:07:06Z |
| 34 | [Detectron](https://github.com/facebookresearch/Detectron) | 23613 | 5220 | Python | 312 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2020-08-20T17:17:26Z |
| 35 | [gym](https://github.com/openai/gym) | 22044 | 6238 | Python | 164 | A toolkit for developing and comparing reinforcement learning algorithms. | 2020-09-01T16:23:36Z |
| 36 | [linux-insides](https://github.com/0xAX/linux-insides) | 21656 | 2436 | Python | 40 | A little bit about a linux kernel | 2020-08-29T14:50:09Z |
| 37 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 21250 | 1937 | Python | 34 | What the f*ck Python? | 2020-08-26T19:17:16Z |
| 38 | [pipenv](https://github.com/pypa/pipenv) | 20914 | 1538 | Python | 455 |  Python Development Workflow for Humans. | 2020-09-01T14:34:42Z |
| 39 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 20662 | 3242 | Python | 56 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2020-08-05T00:56:11Z |
| 40 | [fastapi](https://github.com/tiangolo/fastapi) | 20401 | 1364 | Python | 376 | FastAPI framework, high performance, easy to learn, fast to code, ready for production | 2020-09-01T03:24:58Z |
| 41 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 19769 | 2591 | Python | 285 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2020-09-01T17:47:37Z |
| 42 | [DeepFaceLab](https://github.com/iperov/DeepFaceLab) | 19419 | 4566 | Python | 144 | DeepFaceLab is the leading software for creating deepfakes. | 2020-08-05T19:05:48Z |
| 43 | [tornado](https://github.com/tornadoweb/tornado) | 19391 | 5225 | Python | 198 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed. | 2020-09-02T01:34:16Z |
| 44 | [cheat.sh](https://github.com/chubin/cheat.sh) | 19291 | 953 | Python | 73 | the only cheat sheet you need | 2020-08-15T08:51:25Z |
| 45 | [Real-Time-Voice-Cloning](https://github.com/CorentinJ/Real-Time-Voice-Cloning) | 19241 | 3738 | Python | 38 | Clone a voice in 5 seconds to generate arbitrary speech in real-time | 2020-09-01T23:12:00Z |
| 46 | [algo](https://github.com/trailofbits/algo) | 19112 | 1637 | Python | 87 | Set up a personal VPN in the cloud | 2020-08-26T18:52:51Z |
| 47 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 18639 | 5277 | Python | 299 | Web APIs for Django. 🎸 | 2020-09-01T08:40:57Z |
| 48 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 18570 | 4778 | Python | 4 | 《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。 | 2020-08-27T22:45:41Z |
| 49 | [Python](https://github.com/geekcomputers/Python) | 18546 | 8693 | Python | 135 | My Python Examples | 2020-09-01T14:26:42Z |
| 50 | [airflow](https://github.com/apache/airflow) | 18075 | 7019 | Python | 712 | Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | 2020-09-02T01:07:03Z |
| 51 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 17907 | 5730 | Python | 66 | PyTorch Tutorial for Deep Learning Researchers | 2020-08-24T12:39:54Z |
| 52 | [algorithms](https://github.com/keon/algorithms) | 17766 | 3599 | Python | 131 | Minimal examples of data structures and algorithms in Python | 2020-08-29T09:18:19Z |
| 53 | [black](https://github.com/psf/black) | 17689 | 1078 | Python | 320 | The uncompromising Python code formatter | 2020-09-01T11:26:11Z |
| 54 | [python-fire](https://github.com/google/python-fire) | 17624 | 1083 | Python | 83 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2020-08-23T11:12:17Z |
| 55 | [spaCy](https://github.com/explosion/spaCy) | 17126 | 3086 | Python | 179 | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | 2020-09-01T23:05:05Z |
| 56 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 17119 | 1210 | Python | 4 | Guide to securing and improving privacy on macOS | 2020-08-30T21:01:57Z |
| 57 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 16679 | 3303 | Python | 31 | 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. | 2020-08-17T18:22:46Z |
| 58 | [glances](https://github.com/nicolargo/glances) | 16671 | 1091 | Python | 185 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2020-08-30T18:53:17Z |
| 59 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 16584 | 2847 | Python | 32 | 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. | 2020-08-24T13:24:41Z |
| 60 | [algo](https://github.com/wangzheng0822/algo) | 16350 | 5240 | Python | 112 | 数据结构和算法必知必会的50个代码实现 | 2020-07-26T08:48:10Z |
| 61 | [PayloadsAllTheThings](https://github.com/swisskyrepo/PayloadsAllTheThings) | 16320 | 5224 | Python | 8 | A list of useful payloads and bypass for Web Application Security and Pentest/CTF | 2020-09-01T09:48:57Z |
| 62 | [ZeroNet](https://github.com/HelloZeroNet/ZeroNet) | 16014 | 2046 | Python | 663 | ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network | 2020-08-18T07:56:41Z |
| 63 | [celery](https://github.com/celery/celery) | 15677 | 3796 | Python | 438 | Distributed Task Queue (development branch) | 2020-09-01T16:51:52Z |
| 64 | [tqdm](https://github.com/tqdm/tqdm) | 15627 | 812 | Python | 262 | A Fast, Extensible Progress Bar for Python and CLI | 2020-08-17T16:57:06Z |
| 65 | [magenta](https://github.com/magenta/magenta) | 15525 | 3183 | Python | 267 | Magenta: Music and Art Generation with Machine Intelligence | 2020-08-31T18:08:53Z |
| 66 | [reddit](https://github.com/reddit-archive/reddit) | 15466 | 2843 | Python | 304 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 67 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 15364 | 2975 | Python | 11 | Comprehensive Python Cheatsheet | 2020-07-29T17:39:51Z |
| 68 | [TensorFlow-Course](https://github.com/machinelearningmindset/TensorFlow-Course) | 14802 | 3017 | Python | 0 | Simple and ready-to-use tutorials for TensorFlow  | 2020-07-06T13:28:34Z |
| 69 | [professional-programming](https://github.com/charlax/professional-programming) | 14572 | 1305 | Python | 1 | A collection of full-stack resources for programmers. | 2020-08-27T08:08:39Z |
| 70 | [pyspider](https://github.com/binux/pyspider) | 14534 | 3525 | Python | 271 | A Powerful Spider(Web Crawler) System in Python. | 2020-08-02T17:34:26Z |
| 71 | [sherlock](https://github.com/sherlock-project/sherlock) | 14414 | 1461 | Python | 43 | 🔎 Hunt down social media accounts by username across social networks | 2020-09-01T19:35:20Z |
| 72 | [ipython](https://github.com/ipython/ipython) | 14357 | 4030 | Python | 1362 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2020-08-29T21:40:02Z |
| 73 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 14195 | 1475 | Python | 18 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2020-08-25T03:54:21Z |
| 74 | [toml](https://github.com/toml-lang/toml) | 14074 | 703 | Python | 33 | Tom's Obvious, Minimal Language | 2020-08-30T10:30:14Z |
| 75 | [sanic](https://github.com/huge-success/sanic) | 14062 | 1284 | Python | 64 | Async Python 3.6+ web server/framework \| Build fast. Run fast. | 2020-09-01T18:37:40Z |
| 76 | [examples](https://github.com/pytorch/examples) | 13998 | 6557 | Python | 271 | A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc. | 2020-09-02T01:49:45Z |
| 77 | [bitcoinbook](https://github.com/bitcoinbook/bitcoinbook) | 13945 | 3986 | Python | 49 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2020-08-07T16:30:01Z |
| 78 | [spleeter](https://github.com/deezer/spleeter) | 13917 | 1363 | Python | 91 | Deezer source separation library including pretrained models. | 2020-08-29T02:20:10Z |
| 79 | [bokeh](https://github.com/bokeh/bokeh) | 13899 | 3483 | Python | 551 | Interactive Data Visualization in the browser, from  Python | 2020-09-01T23:19:14Z |
| 80 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13894 | 4575 | Python | 30 | 微信《跳一跳》Python 辅助 | 2020-01-28T22:11:05Z |
| 81 | [PySnooper](https://github.com/cool-RR/PySnooper) | 13745 | 859 | Python | 15 | Never use print for debugging again | 2020-06-12T09:35:34Z |
| 82 | [luigi](https://github.com/spotify/luigi) | 13673 | 2161 | Python | 48 | 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.  | 2020-09-01T01:54:37Z |
| 83 | [locust](https://github.com/locustio/locust) | 13673 | 1916 | Python | 36 | Scalable user load testing tool written in Python | 2020-08-28T19:15:42Z |
| 84 | [nginx-proxy](https://github.com/nginx-proxy/nginx-proxy) | 13664 | 2469 | Python | 639 | Automated nginx proxy for Docker containers using docker-gen | 2020-08-30T16:49:21Z |
| 85 | [CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 13506 | 1955 | Python | 42 | The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics. | 2020-09-01T14:55:05Z |
| 86 | [cascadia-code](https://github.com/microsoft/cascadia-code) | 13369 | 388 | Python | 43 | This is a fun, new monospaced font that includes programming ligatures and is designed to enhance the modern look and feel of the Windows Terminal. | 2020-09-01T16:02:49Z |
| 87 | [gpt-2](https://github.com/openai/gpt-2) | 13045 | 3221 | Python | 112 | Code for the paper "Language Models are Unsupervised Multitask Learners" | 2020-08-23T17:09:26Z |
| 88 | [pytorch-CycleGAN-and-pix2pix](https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix) | 12840 | 3815 | Python | 263 | Image-to-Image Translation in PyTorch | 2020-08-31T08:00:06Z |
| 89 | [cookiecutter](https://github.com/cookiecutter/cookiecutter) | 12732 | 1334 | Python | 167 | A command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, VueJS projects. | 2020-08-29T12:14:09Z |
| 90 | [Paddle](https://github.com/PaddlePaddle/Paddle) | 12684 | 3175 | Python | 1929 | PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署） | 2020-09-02T02:54:48Z |
| 91 | [wttr.in](https://github.com/chubin/wttr.in) | 12678 | 650 | Python | 137 | :partly_sunny: The right way to check the weather | 2020-09-01T19:48:02Z |
| 92 | [fabric](https://github.com/fabric/fabric) | 12436 | 1808 | Python | 423 | Simple, Pythonic remote execution and deployment. | 2020-06-27T08:04:04Z |
| 93 | [wxpy](https://github.com/youfou/wxpy) | 12403 | 2164 | Python | 302 | 微信机器人 / 可能是最优雅的微信个人号 API ✨✨ | 2019-07-14T17:59:47Z |
| 94 | [detectron2](https://github.com/facebookresearch/detectron2) | 12377 | 2925 | Python | 83 | Detectron2 is FAIR's next-generation platform for object detection and segmentation. | 2020-08-31T18:35:28Z |
| 95 | [awesome-python-login-model](https://github.com/Kr1s77/awesome-python-login-model) | 12189 | 2657 | Python | 51 | 😮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🌟 | 2020-08-18T07:27:34Z |
| 96 | [rich](https://github.com/willmcgugan/rich) | 12160 | 313 | Python | 10 | Rich is a Python library for rich text and beautiful formatting in the terminal. | 2020-08-31T19:43:59Z |
| 97 | [matplotlib](https://github.com/matplotlib/matplotlib) | 12109 | 5318 | Python | 1582 | matplotlib: plotting with Python | 2020-09-01T21:57:53Z |
| 98 | [poetry](https://github.com/python-poetry/poetry) | 12005 | 866 | Python | 795 | Python dependency management and packaging made easy. | 2020-09-01T22:41:04Z |
| 99 | [powerline](https://github.com/powerline/powerline) | 11929 | 904 | Python | 181 | Powerline is a statusline plugin for vim, and provides statuslines and prompts for several other applications, including zsh, bash, tmux, IPython, Awesome and Qtile. | 2020-08-16T15:37:14Z |
| 100 | [chinese-programmer-wrong-pronunciation](https://github.com/shimohq/chinese-programmer-wrong-pronunciation) | 11907 | 1040 | Python | 75 | 中国程序员容易发音错误的单词 | 2020-09-02T03:00:15Z |