[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) | 106611 | 19172 | Python | 148 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2020-09-13T17:14:36Z |
| 2 | [public-apis](https://github.com/public-apis/public-apis) | 96073 | 11603 | Python | 210 | A collective list of free APIs for use in software and web development. | 2020-09-13T14:45:39Z |
| 3 | [Python](https://github.com/TheAlgorithms/Python) | 84886 | 24944 | Python | 34 | All Algorithms implemented in Python | 2020-09-13T21:40:34Z |
| 4 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 70699 | 12367 | Python | 3866 | Command-line program to download videos from YouTube.com and other video sites | 2020-09-13T20:39:03Z |
| 5 | [models](https://github.com/tensorflow/models) | 66049 | 42201 | Python | 1015 | Models and examples built with TensorFlow | 2020-09-13T00:17:26Z |
| 6 | [thefuck](https://github.com/nvbn/thefuck) | 55449 | 2745 | Python | 246 | Magnificent app which corrects your previous console command. | 2020-09-08T14:57:48Z |
| 7 | [flask](https://github.com/pallets/flask) | 51989 | 13753 | Python | 27 | The Python micro framework for building web applications. | 2020-09-11T05:56:44Z |
| 8 | [django](https://github.com/django/django) | 51934 | 22483 | Python | 197 | The Web framework for perfectionists with deadlines. | 2020-09-14T01:47:49Z |
| 9 | [keras](https://github.com/keras-team/keras) | 49723 | 18585 | Python | 3173 | Deep Learning for humans | 2020-09-08T11:17:58Z |
| 10 | [httpie](https://github.com/httpie/httpie) | 48046 | 3088 | Python | 133 | 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) | 46485 | 11660 | Python | 1 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2020-09-11T16:00:32Z |
| 12 | [ansible](https://github.com/ansible/ansible) | 44722 | 19591 | 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. | 2020-09-13T08:42:53Z |
| 13 | [requests](https://github.com/psf/requests) | 43500 | 7890 | Python | 299 | A simple, yet elegant HTTP library. | 2020-09-11T15:36:22Z |
| 14 | [scrapy](https://github.com/scrapy/scrapy) | 38252 | 8793 | Python | 740 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2020-09-11T18:42:28Z |
| 15 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 37954 | 1683 | 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) | 36190 | 10133 | Python | 543 | The world's simplest facial recognition api for Python and the command line | 2020-09-11T21:30:00Z |
| 17 | [transformers](https://github.com/huggingface/transformers) | 33603 | 8048 | Python | 613 | 🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0. | 2020-09-14T02:41:20Z |
| 18 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 33460 | 4989 | Python | 18 | :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 |
| 19 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 32780 | 19701 | Python | 449 | None | 2019-11-06T02:01:03Z |
| 20 | [incubator-superset](https://github.com/apache/incubator-superset) | 30026 | 6217 | Python | 339 | Apache Superset is a Data Visualization and Data Exploration Platform | 2020-09-14T02:44:22Z |
| 21 | [interview_internal_reference](https://github.com/0voice/interview_internal_reference) | 28833 | 7908 | 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 |
| 22 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 28313 | 6264 | Python | 76 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2020-07-22T18:08:46Z |
| 23 | [AiLearning](https://github.com/apachecn/AiLearning) | 26817 | 9196 | Python | 35 | AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP | 2020-09-11T09:48:55Z |
| 24 | [pandas](https://github.com/pandas-dev/pandas) | 26499 | 10877 | Python | 3609 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2020-09-14T02:34:11Z |
| 25 | [localstack](https://github.com/localstack/localstack) | 26317 | 2007 | Python | 256 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2020-09-13T21:03:43Z |
| 26 | [sentry](https://github.com/getsentry/sentry) | 26038 | 2935 | Python | 1195 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2020-09-13T14:22:28Z |
| 27 | [jieba](https://github.com/fxsjy/jieba) | 24068 | 5888 | Python | 574 | 结巴中文分词 | 2020-07-24T03:07:06Z |
| 28 | [Detectron](https://github.com/facebookresearch/Detectron) | 23644 | 5225 | Python | 312 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2020-08-20T17:17:26Z |
| 29 | [linux-insides](https://github.com/0xAX/linux-insides) | 21692 | 2444 | Python | 39 | A little bit about a linux kernel | 2020-09-12T07:48:39Z |
| 30 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 21501 | 1957 | Python | 34 | What the f*ck Python? | 2020-08-26T19:17:16Z |
| 31 | [pipenv](https://github.com/pypa/pipenv) | 20959 | 1543 | Python | 455 |  Python Development Workflow for Humans. | 2020-09-11T15:37:21Z |
| 32 | [fastapi](https://github.com/tiangolo/fastapi) | 20858 | 1401 | Python | 409 | FastAPI framework, high performance, easy to learn, fast to code, ready for production | 2020-09-13T06:18:46Z |
| 33 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 20764 | 3260 | Python | 56 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2020-08-05T00:56:11Z |
| 34 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 19861 | 2604 | Python | 284 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2020-09-11T08:10:23Z |
| 35 | [DeepFaceLab](https://github.com/iperov/DeepFaceLab) | 19711 | 4623 | Python | 151 | DeepFaceLab is the leading software for creating deepfakes. | 2020-09-06T08:34:52Z |
| 36 | [Real-Time-Voice-Cloning](https://github.com/CorentinJ/Real-Time-Voice-Cloning) | 19398 | 3770 | Python | 37 | Clone a voice in 5 seconds to generate arbitrary speech in real-time | 2020-09-11T16:27:08Z |
| 37 | [cheat.sh](https://github.com/chubin/cheat.sh) | 19316 | 952 | Python | 75 | the only cheat sheet you need | 2020-09-07T09:32:08Z |
| 38 | [algo](https://github.com/trailofbits/algo) | 19181 | 1643 | Python | 73 | Set up a personal VPN in the cloud | 2020-09-05T14:39:14Z |
| 39 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 18772 | 5298 | Python | 302 | Web APIs for Django. 🎸 | 2020-09-11T09:14:25Z |
| 40 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 18657 | 4807 | 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。 | 2020-09-09T19:08:08Z |
| 41 | [Python](https://github.com/geekcomputers/Python) | 18644 | 8725 | Python | 134 | My Python Examples | 2020-09-13T19:39:25Z |
| 42 | [airflow](https://github.com/apache/airflow) | 18208 | 7069 | Python | 762 | Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | 2020-09-14T02:00:27Z |
| 43 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 18021 | 5758 | Python | 67 | PyTorch Tutorial for Deep Learning Researchers | 2020-08-24T12:39:54Z |
| 44 | [algorithms](https://github.com/keon/algorithms) | 17837 | 3616 | Python | 131 | Minimal examples of data structures and algorithms in Python | 2020-08-29T09:18:19Z |
| 45 | [black](https://github.com/psf/black) | 17825 | 1093 | Python | 327 | The uncompromising Python code formatter | 2020-09-13T15:59:19Z |
| 46 | [python-fire](https://github.com/google/python-fire) | 17679 | 1086 | Python | 84 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2020-08-23T11:12:17Z |
| 47 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 17215 | 1215 | Python | 4 | Guide to securing and improving privacy on macOS | 2020-08-30T21:01:57Z |
| 48 | [spaCy](https://github.com/explosion/spaCy) | 17196 | 3091 | Python | 178 | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | 2020-09-13T22:40:03Z |
| 49 | [glances](https://github.com/nicolargo/glances) | 16781 | 1098 | Python | 187 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2020-09-13T10:20:03Z |
| 50 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 16759 | 3324 | 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 |
| 51 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 16659 | 2859 | 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. | 2020-09-11T09:43:05Z |
| 52 | [PayloadsAllTheThings](https://github.com/swisskyrepo/PayloadsAllTheThings) | 16483 | 5279 | Python | 10 | A list of useful payloads and bypass for Web Application Security and Pentest/CTF | 2020-09-10T13:26:38Z |
| 53 | [algo](https://github.com/wangzheng0822/algo) | 16471 | 5287 | Python | 115 | 数据结构和算法必知必会的50个代码实现 | 2020-09-09T22:49:25Z |
| 54 | [ZeroNet](https://github.com/HelloZeroNet/ZeroNet) | 16031 | 2045 | Python | 664 | ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network | 2020-09-03T14:56:42Z |
| 55 | [celery](https://github.com/celery/celery) | 15771 | 3812 | Python | 445 | Distributed Task Queue (development branch) | 2020-09-10T15:22:49Z |
| 56 | [tqdm](https://github.com/tqdm/tqdm) | 15765 | 819 | Python | 256 | A Fast, Extensible Progress Bar for Python and CLI | 2020-09-13T22:37:40Z |
| 57 | [magenta](https://github.com/magenta/magenta) | 15606 | 3181 | Python | 270 | Magenta: Music and Art Generation with Machine Intelligence | 2020-09-13T07:04:35Z |
| 58 | [reddit](https://github.com/reddit-archive/reddit) | 15469 | 2842 | Python | 304 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 59 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 15437 | 2991 | Python | 11 | Comprehensive Python Cheatsheet | 2020-09-05T17:59:39Z |
| 60 | [TensorFlow-Course](https://github.com/instillai/TensorFlow-Course) | 14838 | 3018 | Python | 0 | Simple and ready-to-use tutorials for TensorFlow  | 2020-07-06T13:28:34Z |
| 61 | [professional-programming](https://github.com/charlax/professional-programming) | 14592 | 1308 | Python | 1 | A collection of full-stack resources for programmers. | 2020-08-27T08:08:39Z |
| 62 | [pyspider](https://github.com/binux/pyspider) | 14569 | 3525 | Python | 272 | A Powerful Spider(Web Crawler) System in Python. | 2020-08-02T17:34:26Z |
| 63 | [ipython](https://github.com/ipython/ipython) | 14379 | 4036 | Python | 1370 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2020-09-12T09:05:16Z |
| 64 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 14228 | 1477 | Python | 23 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2020-09-07T17:07:55Z |
| 65 | [examples](https://github.com/pytorch/examples) | 14086 | 6597 | Python | 271 | A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc. | 2020-09-02T01:49:45Z |
| 66 | [sanic](https://github.com/huge-success/sanic) | 14084 | 1289 | Python | 65 | Async Python 3.6+ web server/framework \| Build fast. Run fast. | 2020-09-12T17:23:13Z |
| 67 | [spleeter](https://github.com/deezer/spleeter) | 14054 | 1379 | Python | 96 | Deezer source separation library including pretrained models. | 2020-09-04T13:30:26Z |
| 68 | [bitcoinbook](https://github.com/bitcoinbook/bitcoinbook) | 13974 | 3996 | Python | 50 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2020-09-06T14:45:22Z |
| 69 | [bokeh](https://github.com/bokeh/bokeh) | 13957 | 3489 | Python | 563 | Interactive Data Visualization in the browser, from  Python | 2020-09-14T00:52:20Z |
| 70 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13891 | 4576 | Python | 30 | 微信《跳一跳》Python 辅助 | 2020-01-28T22:11:05Z |
| 71 | [locust](https://github.com/locustio/locust) | 13764 | 1922 | Python | 39 | Scalable user load testing tool written in Python | 2020-09-13T22:19:37Z |
| 72 | [PySnooper](https://github.com/cool-RR/PySnooper) | 13759 | 860 | Python | 17 | Never use print for debugging again | 2020-09-13T12:47:37Z |
| 73 | [nginx-proxy](https://github.com/nginx-proxy/nginx-proxy) | 13712 | 2480 | Python | 638 | Automated nginx proxy for Docker containers using docker-gen | 2020-08-30T16:49:21Z |
| 74 | [luigi](https://github.com/spotify/luigi) | 13709 | 2169 | Python | 50 | 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 |
| 75 | [CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 13594 | 1975 | Python | 40 | The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics. | 2020-09-10T14:13:45Z |
| 76 | [cascadia-code](https://github.com/microsoft/cascadia-code) | 13464 | 389 | 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 |
| 77 | [gpt-2](https://github.com/openai/gpt-2) | 13132 | 3260 | Python | 114 | Code for the paper "Language Models are Unsupervised Multitask Learners" | 2020-09-14T02:31:19Z |
| 78 | [pytorch-CycleGAN-and-pix2pix](https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix) | 12942 | 3847 | Python | 263 | Image-to-Image Translation in PyTorch | 2020-09-12T21:34:55Z |
| 79 | [Paddle](https://github.com/PaddlePaddle/Paddle) | 12776 | 3190 | Python | 1938 | 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） | 2020-09-14T02:59:34Z |
| 80 | [wttr.in](https://github.com/chubin/wttr.in) | 12733 | 654 | Python | 138 | :partly_sunny: The right way to check the weather | 2020-09-01T19:48:02Z |
| 81 | [fabric](https://github.com/fabric/fabric) | 12456 | 1810 | Python | 425 | Simple, Pythonic remote execution and deployment. | 2020-06-27T08:04:04Z |
| 82 | [rich](https://github.com/willmcgugan/rich) | 12442 | 326 | Python | 10 | Rich is a Python library for rich text and beautiful formatting in the terminal. | 2020-09-13T21:46:26Z |
| 83 | [wxpy](https://github.com/youfou/wxpy) | 12414 | 2166 | 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 |
| 84 | [awesome-python-login-model](https://github.com/Kr1s77/awesome-python-login-model) | 12273 | 2674 | Python | 49 | 😮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 |
| 85 | [matplotlib](https://github.com/matplotlib/matplotlib) | 12166 | 5340 | Python | 1589 | matplotlib: plotting with Python | 2020-09-14T00:50:36Z |
| 86 | [chinese-programmer-wrong-pronunciation](https://github.com/shimohq/chinese-programmer-wrong-pronunciation) | 12002 | 1043 | Python | 71 | 中国程序员容易发音错误的单词 | 2020-09-08T13:33:55Z |
| 87 | [zipline](https://github.com/quantopian/zipline) | 11890 | 3417 | Python | 310 | Zipline, a Pythonic Algorithmic Trading Library | 2020-09-12T08:27:47Z |
| 88 | [mmdetection](https://github.com/open-mmlab/mmdetection) | 11676 | 3967 | Python | 356 | OpenMMLab Detection Toolbox and Benchmark | 2020-09-13T05:43:29Z |
| 89 | [prophet](https://github.com/facebook/prophet) | 11428 | 3206 | Python | 66 | Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth. | 2020-09-09T14:51:21Z |
| 90 | [python-spider](https://github.com/Jack-Cherish/python-spider) | 11290 | 4491 | Python | 1 | :rainbow:Python3网络爬虫实战：淘宝、京东、网易云、B站、12306、抖音、笔趣阁、漫画小说下载、音乐电影下载等 | 2020-07-31T14:15:49Z |
| 91 | [salt](https://github.com/saltstack/salt) | 11238 | 4925 | Python | 2367 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:  | 2020-09-13T17:14:35Z |
| 92 | [requests-html](https://github.com/psf/requests-html) | 11157 | 734 | Python | 118 | Pythonic HTML Parsing for Humans™ | 2020-08-31T22:27:20Z |
| 93 | [gensim](https://github.com/RaRe-Technologies/gensim) | 11150 | 3809 | Python | 338 | Topic Modelling for Humans | 2020-09-13T23:49:48Z |
| 94 | [py12306](https://github.com/pjialin/py12306) | 11141 | 2951 | Python | 111 | 🚂 12306 购票助手，支持集群，多账号，多任务购票以及 Web 页面管理  | 2020-04-08T05:15:49Z |
| 95 | [material-theme](https://github.com/equinusocio/material-theme) | 11075 | 798 | Python | 3 | Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino | 2020-07-16T07:16:31Z |
| 96 | [magic-wormhole](https://github.com/warner/magic-wormhole) | 11051 | 415 | Python | 117 | get things from one computer to another, safely | 2020-05-22T04:13:30Z |
| 97 | [Zappa](https://github.com/Miserlou/Zappa) | 11029 | 1192 | Python | 664 | Serverless Python | 2020-08-11T22:01:43Z |
| 98 | [yapf](https://github.com/google/yapf) | 11010 | 753 | Python | 288 | A formatter for Python files | 2020-09-10T19:52:25Z |
| 99 | [facenet](https://github.com/davidsandberg/facenet) | 10994 | 4435 | Python | 497 | Face recognition using Tensorflow | 2020-06-26T10:01:56Z |
| 100 | [jupyter](https://github.com/jupyter/jupyter) | 10910 | 2757 | Python | 177 | Jupyter metapackage for installation, docs and chat | 2020-09-14T01:05:00Z |