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 | [Python](https://github.com/TheAlgorithms/Python) | 156002 | 39471 | Python | 17 | All Algorithms implemented in Python | 2023-03-28T21:57:13Z |
| 2 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 119092 | 8808 | Python | 3826 | Command-line program to download videos from YouTube.com and other video sites | 2023-03-27T22:10:35Z |
| 3 | [transformers](https://github.com/huggingface/transformers) | 88262 | 18989 | Python | 484 | 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX. | 2023-03-28T19:13:39Z |
| 4 | [flask](https://github.com/pallets/flask) | 62363 | 15525 | Python | 4 | The Python micro framework for building web applications. | 2023-03-27T10:23:38Z |
| 5 | [keras](https://github.com/keras-team/keras) | 57741 | 19313 | Python | 282 | Deep Learning for humans | 2023-03-28T23:52:35Z |
| 6 | [ansible](https://github.com/ansible/ansible) | 56811 | 23184 | Python | 647 | 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. | 2023-03-29T01:54:13Z |
| 7 | [face_recognition](https://github.com/ageitgey/face_recognition) | 47741 | 12817 | Python | 687 | The world's simplest facial recognition api for Python and the command line | 2023-03-15T13:58:36Z |
| 8 | [PayloadsAllTheThings](https://github.com/swisskyrepo/PayloadsAllTheThings) | 46518 | 12320 | Python | 0 | A list of useful payloads and bypass for Web Application Security and Pentest/CTF | 2023-03-28T19:55:13Z |
| 9 | [localstack](https://github.com/localstack/localstack) | 46378 | 3529 | Python | 300 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2023-03-28T22:15:09Z |
| 10 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 44689 | 2121 | Python | 61 | 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. | 2023-03-07T19:24:44Z |
| 11 | [rich](https://github.com/Textualize/rich) | 42691 | 1536 | Python | 87 | Rich is a Python library for rich text and beautiful formatting in the terminal. | 2023-03-28T10:22:17Z |
| 12 | [pandas](https://github.com/pandas-dev/pandas) | 37418 | 15973 | Python | 3543 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2023-03-29T02:22:56Z |
| 13 | [cheat.sh](https://github.com/chubin/cheat.sh) | 34971 | 1674 | Python | 103 | the only cheat sheet you need | 2023-03-12T06:11:46Z |
| 14 | [ailearning](https://github.com/apachecn/ailearning) | 34969 | 11046 | Python | 3 | AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2 | 2023-02-17T18:00:41Z |
| 15 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 34963 | 7201 | Python | 49 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2022-11-27T13:18:32Z |
| 16 | [interview_internal_reference](https://github.com/0voice/interview_internal_reference) | 34676 | 9270 | Python | 27 | 2021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。 | 2023-03-17T13:20:59Z |
| 17 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 33319 | 19114 | Python | 0 | None | 2022-11-27T06:10:06Z |
| 18 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 31921 | 5868 | Python | 7 | Comprehensive Python Cheatsheet | 2023-03-28T10:22:27Z |
| 19 | [black](https://github.com/psf/black) | 31805 | 2035 | Python | 366 | The uncompromising Python code formatter | 2023-03-29T01:28:59Z |
| 20 | [jieba](https://github.com/fxsjy/jieba) | 30219 | 6652 | Python | 605 | 结巴中文分词 | 2022-07-17T00:34:33Z |
| 21 | [PaddleOCR](https://github.com/PaddlePaddle/PaddleOCR) | 29150 | 6021 | Python | 1344 | Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices) | 2023-03-28T07:27:47Z |
| 22 | [linux-insides](https://github.com/0xAX/linux-insides) | 27975 | 3184 | Python | 25 | A little bit about a linux kernel | 2023-02-28T05:33:28Z |
| 23 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 27078 | 4338 | Python | 33 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2022-10-02T09:13:36Z |
| 24 | [httpie](https://github.com/httpie/httpie) | 27004 | 3750 | Python | 132 | 🥧 HTTPie for Terminal — modern, user-friendly command-line HTTP client for the API era. JSON support, colors, sessions, downloads, plugins & more. | 2023-03-29T01:30:32Z |
| 25 | [visual-chatgpt](https://github.com/microsoft/visual-chatgpt) | 26878 | 2378 | Python | 117 | Official repo for the paper: Visual ChatGPT: Talking, Drawing and Editing with Visual Foundation Models | 2023-03-25T17:54:25Z |
| 26 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 26050 | 7642 | Python | 64 | PyTorch Tutorial for Deep Learning Researchers | 2023-03-11T06:58:23Z |
| 27 | [spaCy](https://github.com/explosion/spaCy) | 25625 | 4059 | Python | 76 | 💫 Industrial-strength Natural Language Processing (NLP) in Python | 2023-03-28T11:46:20Z |
| 28 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 25231 | 6532 | Python | 73 | Web APIs for Django. 🎸 | 2023-03-28T14:45:00Z |
| 29 | [python-fire](https://github.com/google/python-fire) | 24244 | 1370 | Python | 109 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2023-03-08T20:59:51Z |
| 30 | [pipenv](https://github.com/pypa/pipenv) | 23710 | 1825 | Python | 186 |  Python Development Workflow for Humans. | 2023-03-28T13:55:16Z |
| 31 | [linkedin-skill-assessments-quizzes](https://github.com/Ebazhanov/linkedin-skill-assessments-quizzes) | 23622 | 12784 | Python | 61 | Full reference of LinkedIn answers 2023 for skill assessments (aws-lambda, rest-api, javascript, react, git, html, jquery, mongodb, java, Go, python, machine-learning, power-point) linkedin excel test lösungen, linkedin machine learning test LinkedIn test questions and answers  | 2023-03-28T20:28:07Z |
| 32 | [streamlit](https://github.com/streamlit/streamlit) | 23554 | 2089 | Python | 609 | Streamlit — The fastest way to build data apps in Python | 2023-03-29T00:51:21Z |
| 33 | [mmdetection](https://github.com/open-mmlab/mmdetection) | 23505 | 8501 | Python | 498 | OpenMMLab Detection Toolbox and Benchmark | 2023-03-28T17:50:43Z |
| 34 | [CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 23286 | 3367 | Python | 26 | The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics. | 2023-03-24T20:15:57Z |
| 35 | [professional-programming](https://github.com/charlax/professional-programming) | 23197 | 2004 | Python | 0 | A collection of learning resources for curious software engineers | 2023-03-27T04:13:44Z |
| 36 | [numpy](https://github.com/numpy/numpy) | 23030 | 7917 | Python | 1976 | The fundamental package for scientific computing with Python. | 2023-03-29T01:41:24Z |
| 37 | [redash](https://github.com/getredash/redash) | 22868 | 3967 | Python | 512 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2023-03-28T08:38:02Z |
| 38 | [ChatGPT](https://github.com/acheong08/ChatGPT) | 22393 | 3545 | Python | 5 | Reverse engineered ChatGPT API | 2023-03-28T11:01:37Z |
| 39 | [jax](https://github.com/google/jax) | 22372 | 2102 | Python | 1085 | Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more | 2023-03-29T02:49:42Z |
| 40 | [spleeter](https://github.com/deezer/spleeter) | 22036 | 2410 | Python | 168 | Deezer source separation library including pretrained models. | 2023-02-20T00:23:32Z |
| 41 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 22026 | 4339 | 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. | 2022-10-26T05:13:56Z |
| 42 | [algo](https://github.com/wangzheng0822/algo) | 21805 | 6948 | Python | 102 | 数据结构和算法必知必会的50个代码实现 | 2022-11-04T12:46:41Z |
| 43 | [fairseq](https://github.com/facebookresearch/fairseq) | 21405 | 5335 | Python | 841 | Facebook AI Research Sequence-to-Sequence Toolkit written in Python. | 2023-03-28T04:15:04Z |
| 44 | [celery](https://github.com/celery/celery) | 21181 | 4453 | Python | 540 | Distributed Task Queue (development branch) | 2023-03-28T22:52:07Z |
| 45 | [locust](https://github.com/locustio/locust) | 20993 | 2655 | Python | 15 | Write scalable load tests in plain Python 🚗💨 | 2023-03-24T15:52:39Z |
| 46 | [vnpy](https://github.com/vnpy/vnpy) | 20422 | 7779 | Python | 15 | 基于Python的开源量化交易平台开发框架 | 2023-02-22T13:16:02Z |
| 47 | [OpenBBTerminal](https://github.com/OpenBB-finance/OpenBBTerminal) | 20281 | 2063 | Python | 209 | Investment Research for Everyone, Anywhere. | 2023-03-28T23:30:14Z |
| 48 | [jumpserver](https://github.com/jumpserver/jumpserver) | 20159 | 4820 | Python | 169 | JumpServer 是广受欢迎的开源堡垒机，是符合 4A 规范的专业运维安全审计系统。 | 2023-03-29T02:06:46Z |
| 49 | [Open-Assistant](https://github.com/LAION-AI/Open-Assistant) | 20003 | 1511 | Python | 319 | OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so. | 2023-03-29T01:23:20Z |
| 50 | [pytorch-CycleGAN-and-pix2pix](https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix) | 19530 | 5763 | Python | 464 | Image-to-Image Translation in PyTorch | 2023-03-14T20:28:49Z |
| 51 | [nginx-proxy](https://github.com/nginx-proxy/nginx-proxy) | 16916 | 2891 | Python | 389 | Automated nginx proxy for Docker containers using docker-gen | 2023-03-26T22:25:10Z |
| 52 | [Summer2023-Internships](https://github.com/pittcsc/Summer2023-Internships) | 16683 | 1754 | Python | 0 | Collection of Summer 2023 tech internships! | 2023-03-28T10:04:07Z |
| 53 | [DeOldify](https://github.com/jantic/DeOldify) | 16364 | 2366 | Python | 1 | A Deep Learning based project for colorizing and restoring old images (and video!) | 2023-02-15T14:28:22Z |
| 54 | [python-spider](https://github.com/Jack-Cherish/python-spider) | 15921 | 5742 | Python | 8 | :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 | 2022-11-21T09:14:21Z |
| 55 | [game-programmer](https://github.com/miloyip/game-programmer) | 15850 | 1932 | Python | 23 | A Study Path for Game Programmer | 2022-01-08T07:13:20Z |
| 56 | [OSX-KVM](https://github.com/kholia/OSX-KVM) | 15817 | 1574 | Python | 0 | Run macOS on QEMU/KVM. With OpenCore + Big Sur + Monterey + Ventura support now! Only commercial (paid) support is available now to avoid spammy issues. No Mac system is required. | 2023-02-09T06:13:04Z |
| 57 | [PySnooper](https://github.com/cool-RR/PySnooper) | 15771 | 937 | Python | 21 | Never use print for debugging again | 2023-01-03T13:15:29Z |
| 58 | [ipython](https://github.com/ipython/ipython) | 15749 | 4416 | Python | 1511 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2023-03-28T12:42:02Z |
| 59 | [prophet](https://github.com/facebook/prophet) | 15655 | 4395 | Python | 310 | Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth. | 2023-03-23T16:49:36Z |
| 60 | [recommenders](https://github.com/microsoft/recommenders) | 15332 | 2680 | Python | 151 | Best Practices on Recommendation Systems | 2023-03-29T01:35:15Z |
| 61 | [mypy](https://github.com/python/mypy) | 15082 | 2481 | Python | 2358 | Optional static typing for Python | 2023-03-28T00:04:29Z |
| 62 | [calibre](https://github.com/kovidgoyal/calibre) | 14786 | 1897 | Python | 0 | The official source code repository for the calibre ebook manager | 2023-03-27T11:53:44Z |
| 63 | [mindsdb](https://github.com/mindsdb/mindsdb) | 14750 | 1707 | Python | 403 | A low-code Machine Learning platform to help developers build #AI solutions | 2023-03-29T00:16:39Z |
| 64 | [loguru](https://github.com/Delgan/loguru) | 14523 | 593 | Python | 84 | Python logging made (stupidly) simple | 2023-03-28T21:29:20Z |
| 65 | [onnx](https://github.com/onnx/onnx) | 14346 | 3418 | Python | 287 | Open standard for machine learning interoperability | 2023-03-29T00:29:12Z |
| 66 | [jupyter](https://github.com/jupyter/jupyter) | 14200 | 3654 | Python | 193 | Jupyter metapackage for installation, docs and chat | 2023-01-16T19:08:09Z |
| 67 | [microservices-demo](https://github.com/GoogleCloudPlatform/microservices-demo) | 13924 | 4839 | Python | 32 | Sample cloud-first application with 10 microservices showcasing Kubernetes, Istio, and gRPC. | 2023-03-28T15:38:31Z |
| 68 | [manim](https://github.com/ManimCommunity/manim) | 13672 | 1155 | Python | 320 | A community-maintained Python framework for creating mathematical animations.  | 2023-03-29T00:04:40Z |
| 69 | [vit-pytorch](https://github.com/lucidrains/vit-pytorch) | 13425 | 2231 | Python | 103 | Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch | 2023-03-19T17:52:50Z |
| 70 | [plotly.py](https://github.com/plotly/plotly.py) | 13161 | 2319 | Python | 1256 | The interactive graphing library for Python :sparkles: This project now includes Plotly Express! | 2023-03-28T15:38:48Z |
| 71 | [horovod](https://github.com/horovod/horovod) | 13141 | 2162 | Python | 336 | Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet. | 2023-03-24T20:13:10Z |
| 72 | [awesome-oss-alternatives](https://github.com/RunaCapital/awesome-oss-alternatives) | 13096 | 697 | Python | 3 | Awesome list of open-source startup alternatives to well-known SaaS products 🚀 | 2023-03-28T17:44:40Z |
| 73 | [ChatterBot](https://github.com/gunthercox/ChatterBot) | 13068 | 4274 | Python | 326 | ChatterBot is a machine learning, conversational dialog engine for creating chat bots | 2023-03-13T14:12:28Z |
| 74 | [mackup](https://github.com/lra/mackup) | 13059 | 911 | Python | 278 | Keep your application settings in sync (OS X/Linux) | 2023-03-24T17:37:16Z |
| 75 | [facenet](https://github.com/davidsandberg/facenet) | 12956 | 4791 | Python | 495 | Face recognition using Tensorflow | 2023-03-25T00:05:44Z |
| 76 | [Ciphey](https://github.com/Ciphey/Ciphey) | 12712 | 777 | Python | 43 | ⚡ Automatically decrypt encryptions without knowing the key or cipher, decode encodings, and crack hashes ⚡ | 2023-02-06T03:27:39Z |
| 77 | [searx](https://github.com/searx/searx) | 12690 | 1698 | Python | 303 | Privacy-respecting metasearch engine | 2023-03-24T01:56:51Z |
| 78 | [nni](https://github.com/microsoft/nni) | 12653 | 1759 | Python | 270 | An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning. | 2023-03-29T02:38:35Z |
| 79 | [YYeTsBot](https://github.com/tgbot-collection/YYeTsBot) | 12617 | 1666 | Python | 0 | 🎬 人人影视 机器人和网站，包含人人影视全部资源以及众多网友的网盘分享 | 2023-03-28T09:00:26Z |
| 80 | [reinforcement-learning-an-introduction](https://github.com/ShangtongZhang/reinforcement-learning-an-introduction) | 12218 | 4635 | Python | 14 | Python Implementation of Reinforcement Learning: An Introduction | 2022-05-10T23:04:01Z |
| 81 | [SMSBoom](https://github.com/OpenEthan/SMSBoom) | 12181 | 3055 | Python | 107 | 短信轰炸/短信测压/ \| 一个健壮免费的python短信轰炸程序，专门炸坏蛋蛋，百万接口，多线程全自动添加有效接口，支持异步协程百万并发，全免费的短信轰炸工具！！hongkonger开发全网首发！！ | 2023-03-17T16:06:53Z |
| 82 | [Hitomi-Downloader](https://github.com/KurtBestor/Hitomi-Downloader) | 12053 | 1323 | Python | 2131 | :cake: Desktop utility to download images/videos/music/text from various websites, and more. | 2023-03-12T08:04:10Z |
| 83 | [tushare](https://github.com/waditu/tushare) | 12039 | 4257 | Python | 508 | TuShare is a utility for crawling historical data of China stocks | 2023-01-28T07:04:37Z |
| 84 | [learn_python3_spider](https://github.com/wistbean/learn_python3_spider) | 11981 | 3036 | Python | 22 | python爬虫教程系列、从0到1学习python爬虫，包括浏览器抓包，手机APP抓包，如 fiddler、mitmproxy，各种爬虫涉及的模块的使用，如：requests、beautifulSoup、selenium、appium、scrapy等，以及IP代理，验证码识别，Mysql，MongoDB数据库的python使用，多线程多进程爬虫的使用，css 爬虫加密逆向破解，JS爬虫逆向，分布式爬虫，爬虫项目实战实例等 | 2023-03-23T09:12:22Z |
| 85 | [examples-of-web-crawlers](https://github.com/shengqiangzhang/examples-of-web-crawlers) | 11923 | 3608 | Python | 10 | 一些非常有趣的python爬虫例子,对新手比较友好,主要爬取淘宝、天猫、微信、微信读书、豆瓣、QQ等网站。(Some interesting examples of python crawlers that are friendly to beginners. ) | 2022-04-27T14:37:28Z |
| 86 | [zhao](https://github.com/programthink/zhao) | 11893 | 2693 | Python | 343 | 【编程随想】整理的《太子党关系网络》，专门揭露赵国的权贵 | 2021-08-01T15:22:51Z |
| 87 | [py12306](https://github.com/pjialin/py12306) | 11847 | 3091 | Python | 134 | 🚂 12306 购票助手，支持集群，多账号，多任务购票以及 Web 页面管理  | 2023-02-15T22:05:36Z |
| 88 | [neural-enhance](https://github.com/alexjc/neural-enhance) | 11710 | 1395 | Python | 0 | Super Resolution for images using deep learning. | 2020-12-29T08:43:04Z |
| 89 | [numpy-ml](https://github.com/ddbourgin/numpy-ml) | 11700 | 3206 | Python | 16 | Machine learning, in numpy | 2023-01-11T08:10:41Z |
| 90 | [openage](https://github.com/SFTtech/openage) | 11641 | 1094 | Python | 224 | Free (as in freedom) open source clone of the Age of Empires II engine :rocket: | 2023-03-29T02:11:34Z |
| 91 | [prefect](https://github.com/PrefectHQ/prefect) | 11580 | 1166 | Python | 661 | The easiest way to orchestrate and observe your data pipelines | 2023-03-29T01:21:47Z |
| 92 | [wifiphisher](https://github.com/wifiphisher/wifiphisher) | 11578 | 2440 | Python | 255 | The Rogue Access Point Framework | 2023-03-14T16:11:54Z |
| 93 | [httpbin](https://github.com/postmanlabs/httpbin) | 11571 | 1728 | Python | 127 | HTTP Request & Response Service, written in Python + Flask. | 2023-03-24T09:05:57Z |
| 94 | [allennlp](https://github.com/allenai/allennlp) | 11441 | 2248 | Python | 80 | An open-source NLP research library, built on PyTorch. | 2022-11-22T23:28:35Z |
| 95 | [PySimpleGUI](https://github.com/PySimpleGUI/PySimpleGUI) | 11413 | 1701 | Python | 703 | Launched in 2018. It's 2023 and PySimpleGUI is actively developed & supported. Create complex windows simply. Supports tkinter, Qt, WxPython, Remi (in browser). Create GUI applications trivially with a full set of widgets. Multi-Window applications are also simple. 3.4 to 3.11 supported. 325+ Demo programs & Cookbook for rapid start. Extensive docs | 2023-03-27T17:30:35Z |
| 96 | [asciinema](https://github.com/asciinema/asciinema) | 11394 | 872 | Python | 87 | Terminal session recorder 📹 | 2023-03-16T16:18:51Z |
| 97 | [PaddleHub](https://github.com/PaddlePaddle/PaddleHub) | 11361 | 1995 | Python | 531 | Awesome pre-trained models toolkit based on PaddlePaddle. (400+ models including Image, Text, Audio, Video and Cross-Modal with Easy Inference & Serving) | 2023-03-28T11:49:56Z |
| 98 | [awesome-aws](https://github.com/donnemartin/awesome-aws) | 11357 | 1582 | Python | 5 | A curated list of awesome Amazon Web Services (AWS) libraries, open source repos, guides, blogs, and other resources.  Featuring the Fiery Meter of AWSome. | 2023-03-09T13:17:58Z |
| 99 | [redis-py](https://github.com/redis/redis-py) | 11321 | 2335 | Python | 151 | Redis Python Client | 2023-03-28T19:01:48Z |
| 100 | [dvc](https://github.com/iterative/dvc) | 11278 | 1043 | Python | 585 | 🦉Data Version Control \| Git for Data & Models \| ML Experiments Management | 2023-03-28T20:12:22Z |