[Github Ranking](../README.md) ========== ## Top 100 Stars in Python | Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit | | ------- | ------------ | ----- | ----- | -------- | ----------- | ----------- | ----------- | | 1 | [Auto-GPT](https://github.com/Significant-Gravitas/Auto-GPT) | 142969 | 30698 | Python | 590 | An experimental open-source attempt to make GPT-4 fully autonomous. | 2023-07-07T02:53:13Z | | 2 | [Python-100-Days](https://github.com/jackfrued/Python-100-Days) | 137385 | 49397 | Python | 500 | Python - 100天从新手到大师 | 2023-07-01T20:55:17Z | | 3 | [flask](https://github.com/pallets/flask) | 63516 | 15762 | Python | 0 | The Python micro framework for building web applications. | 2023-07-05T00:55:38Z | | 4 | [keras](https://github.com/keras-team/keras) | 58746 | 19372 | Python | 296 | Deep Learning for humans | 2023-07-06T16:09:36Z | | 5 | [langchain](https://github.com/hwchase17/langchain) | 52736 | 6670 | Python | 1835 | ⚡ Building applications with LLMs through composability ⚡ | 2023-07-07T02:14:16Z | | 6 | [rich](https://github.com/Textualize/rich) | 43816 | 1589 | Python | 122 | Rich is a Python library for rich text and beautiful formatting in the terminal. | 2023-07-05T23:48:17Z | | 7 | [ailearning](https://github.com/apachecn/ailearning) | 35852 | 11205 | Python | 3 | AiLearning:数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2 | 2023-05-03T06:22:58Z | | 8 | [black](https://github.com/psf/black) | 32846 | 2122 | Python | 351 | The uncompromising Python code formatter | 2023-07-05T21:25:13Z | | 9 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 32714 | 5968 | Python | 7 | Comprehensive Python Cheatsheet | 2023-07-05T13:27:31Z | | 10 | [XX-Net](https://github.com/XX-net/XX-Net) | 32117 | 7801 | Python | 7861 | A proxy tool to bypass GFW. | 2023-06-18T01:13:19Z | | 11 | [ColossalAI](https://github.com/hpcaitech/ColossalAI) | 30592 | 3562 | Python | 266 | Making large AI models cheaper, faster and more accessible | 2023-07-07T03:03:26Z | | 12 | [DragGAN](https://github.com/XingangPan/DragGAN) | 30046 | 3236 | Python | 83 | Official Code for DragGAN (SIGGRAPH 2023) | 2023-07-06T03:13:57Z | | 13 | [MockingBird](https://github.com/babysor/MockingBird) | 29925 | 4562 | Python | 436 | 🚀AI拟声: 5秒内克隆您的声音并生成任意语音内容 Clone a voice in 5 seconds to generate arbitrary speech in real-time | 2023-06-15T09:39:15Z | | 14 | [HanLP](https://github.com/hankcs/HanLP) | 29565 | 8442 | Python | 7 | 中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理 | 2023-05-23T22:07:05Z | | 15 | [linux-insides](https://github.com/0xAX/linux-insides) | 28314 | 3255 | Python | 26 | A little bit about a linux kernel | 2023-05-17T10:09:45Z | | 16 | [fairseq](https://github.com/facebookresearch/fairseq) | 26767 | 5938 | Python | 941 | Facebook AI Research Sequence-to-Sequence Toolkit written in Python. | 2023-07-06T20:38:35Z | | 17 | [ray](https://github.com/ray-project/ray) | 26475 | 4568 | Python | 2726 | Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads. | 2023-07-07T02:59:34Z | | 18 | [mmdetection](https://github.com/open-mmlab/mmdetection) | 24833 | 8756 | Python | 762 | OpenMMLab Detection Toolbox and Benchmark | 2023-07-06T05:45:46Z | | 19 | [ItChat](https://github.com/littlecodersh/ItChat) | 24036 | 5502 | Python | 250 | 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。 | 2023-03-15T06:34:38Z | | 20 | [pipenv](https://github.com/pypa/pipenv) | 23921 | 1852 | Python | 196 | Python Development Workflow for Humans. | 2023-07-05T05:44:00Z | | 21 | [jax](https://github.com/google/jax) | 23722 | 2228 | Python | 1165 | Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more | 2023-07-07T02:47:14Z | | 22 | [hosts](https://github.com/StevenBlack/hosts) | 23437 | 2006 | Python | 49 | 🔒 Consolidating and extending hosts files from several well-curated sources. Optionally pick extensions for porn, social media, and other categories. | 2023-07-06T18:44:56Z | | 23 | [spleeter](https://github.com/deezer/spleeter) | 22922 | 2516 | Python | 180 | Deezer source separation library including pretrained models. | 2023-06-20T07:29:05Z | | 24 | [MiniGPT-4](https://github.com/Vision-CAIR/MiniGPT-4) | 21385 | 2484 | Python | 186 | MiniGPT-4: Enhancing Vision-language Understanding with Advanced Large Language Models | 2023-06-07T01:42:21Z | | 25 | [textual](https://github.com/Textualize/textual) | 19906 | 601 | Python | 93 | Textual is a Rapid Application Development framework for Python. Build sophisticated user interfaces with a simple Python API. Run your apps in the terminal and (coming soon) a web browser! | 2023-07-06T21:02:46Z | | 26 | [dash](https://github.com/plotly/dash) | 18957 | 1902 | Python | 713 | Data Apps & Dashboards for Python. No JavaScript Required. | 2023-07-06T22:27:02Z | | 27 | [magic-wormhole](https://github.com/magic-wormhole/magic-wormhole) | 16587 | 592 | Python | 138 | get things from one computer to another, safely | 2023-05-31T23:07:52Z | | 28 | [python-spider](https://github.com/Jack-Cherish/python-spider) | 16326 | 5839 | 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 | 2023-06-11T17:11:38Z | | 29 | [zipline](https://github.com/quantopian/zipline) | 16283 | 4607 | Python | 321 | Zipline, a Pythonic Algorithmic Trading Library | 2023-02-14T17:14:33Z | | 30 | [prophet](https://github.com/facebook/prophet) | 16079 | 4416 | Python | 343 | Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth. | 2023-07-03T11:12:39Z | | 31 | [recommenders](https://github.com/microsoft/recommenders) | 15970 | 2773 | Python | 162 | Best Practices on Recommendation Systems | 2023-07-05T17:40:20Z | | 32 | [DeepFaceLive](https://github.com/iperov/DeepFaceLive) | 15316 | 2201 | Python | 1 | Real-time face swap for PC streaming or video calls | 2023-05-30T08:51:55Z | | 33 | [loguru](https://github.com/Delgan/loguru) | 15287 | 624 | Python | 106 | Python logging made (stupidly) simple | 2023-07-04T09:10:41Z | | 34 | [roop](https://github.com/s0md3v/roop) | 15046 | 2691 | Python | 8 | one-click deepfake (face swap) | 2023-07-06T01:30:08Z | | 35 | [Hitomi-Downloader](https://github.com/KurtBestor/Hitomi-Downloader) | 14787 | 1534 | Python | 2327 | :cake: Desktop utility to download images/videos/music/text from various websites, and more. | 2023-06-23T04:52:18Z | | 36 | [vit-pytorch](https://github.com/lucidrains/vit-pytorch) | 14587 | 2396 | Python | 103 | Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch | 2023-06-28T15:02:52Z | | 37 | [vision](https://github.com/pytorch/vision) | 14225 | 6723 | Python | 721 | Datasets, Transforms and Models specific to Computer Vision | 2023-07-06T16:49:57Z | | 38 | [chatgpt-on-wechat](https://github.com/zhayujie/chatgpt-on-wechat) | 14138 | 4143 | Python | 131 | Wechat robot based on ChatGPT, which using OpenAI api and itchat library. 使用ChatGPT搭建微信聊天机器人,基于GPT3.5/4.0 API实现,支持个人微信、公众号、企业微信部署,能处理文本、语音和图片,访问操作系统和互联网。 | 2023-07-06T00:12:05Z | | 39 | [awesome-oss-alternatives](https://github.com/RunaCapital/awesome-oss-alternatives) | 13602 | 721 | Python | 5 | Awesome list of open-source startup alternatives to well-known SaaS products 🚀 | 2023-06-28T01:09:17Z | | 40 | [ChatterBot](https://github.com/gunthercox/ChatterBot) | 13405 | 4352 | Python | 329 | ChatterBot is a machine learning, conversational dialog engine for creating chat bots | 2023-07-03T16:26:11Z | | 41 | [mackup](https://github.com/lra/mackup) | 13308 | 917 | Python | 282 | Keep your application settings in sync (OS X/Linux) | 2023-06-30T19:33:48Z | | 42 | [yapf](https://github.com/google/yapf) | 13300 | 900 | Python | 348 | A formatter for Python files | 2023-06-26T20:38:53Z | | 43 | [facenet](https://github.com/davidsandberg/facenet) | 13122 | 4808 | Python | 495 | Face recognition using Tensorflow | 2023-03-25T00:05:44Z | | 44 | [searx](https://github.com/searx/searx) | 12957 | 1733 | Python | 301 | Privacy-respecting metasearch engine | 2023-07-01T06:10:33Z | | 45 | [learn_python3_spider](https://github.com/wistbean/learn_python3_spider) | 12744 | 3166 | Python | 26 | 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 | 2023-03-30T17:03:58Z | | 46 | [fauxpilot](https://github.com/fauxpilot/fauxpilot) | 12626 | 534 | Python | 52 | FauxPilot - an open-source alternative to GitHub Copilot server | 2023-06-27T10:30:25Z | | 47 | [full-stack-fastapi-postgresql](https://github.com/tiangolo/full-stack-fastapi-postgresql) | 12365 | 2285 | Python | 161 | Full stack, modern web application generator. Using FastAPI, PostgreSQL as database, Docker, automatic HTTPS and more. | 2023-06-23T21:35:40Z | | 48 | [albumentations](https://github.com/albumentations-team/albumentations) | 12248 | 1524 | Python | 346 | Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125 | 2023-06-24T11:05:09Z | | 49 | [examples-of-web-crawlers](https://github.com/shengqiangzhang/examples-of-web-crawlers) | 12167 | 3645 | Python | 16 | 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 | | 50 | [spotify-downloader](https://github.com/spotDL/spotify-downloader) | 12043 | 1299 | Python | 21 | Download your Spotify playlists and songs along with album art and metadata (from YouTube if a match is found). | 2023-07-06T20:05:05Z | | 51 | [searx](https://github.com/searx/searx) | 12957 | 1733 | Python | 301 | Privacy-respecting metasearch engine | 2023-07-01T06:10:33Z | | 52 | [python-mini-projects](https://github.com/Python-World/python-mini-projects) | 12884 | 4167 | Python | 37 | A collection of simple python mini projects to enhance your python skills | 2022-07-17T08:51:24Z | | 53 | [learn_python3_spider](https://github.com/wistbean/learn_python3_spider) | 12744 | 3166 | Python | 26 | 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 | 2023-03-30T17:03:58Z | | 54 | [PySimpleGUI](https://github.com/PySimpleGUI/PySimpleGUI) | 11789 | 1742 | Python | 708 | 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 | 2023-07-04T13:40:56Z | | 55 | [redis-py](https://github.com/redis/redis-py) | 11606 | 2382 | Python | 166 | Redis Python Client | 2023-07-06T10:40:02Z | | 56 | [awesome-aws](https://github.com/donnemartin/awesome-aws) | 11590 | 1614 | 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. | 2023-06-07T09:47:41Z | | 57 | [ChuanhuChatGPT](https://github.com/GaiZhenbiao/ChuanhuChatGPT) | 11519 | 1822 | Python | 53 | GUI for ChatGPT API and many LLMs | 2023-07-06T08:07:37Z | | 58 | [FastPhotoStyle](https://github.com/NVIDIA/FastPhotoStyle) | 11016 | 1213 | Python | 47 | Style transfer, deep learning, feature transform | 2023-06-07T07:40:31Z | | 59 | [PaddleDetection](https://github.com/PaddlePaddle/PaddleDetection) | 10789 | 2639 | Python | 1086 | Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection. | 2023-07-05T12:04:00Z | | 60 | [mlc-llm](https://github.com/mlc-ai/mlc-llm) | 10278 | 704 | Python | 60 | Enable everyone to develop, optimize and deploy AI models natively on everyone's devices. | 2023-07-07T02:35:28Z | | 61 | [howdoi](https://github.com/gleitz/howdoi) | 10125 | 866 | Python | 10 | instant coding answers via the command line | 2023-05-23T04:11:47Z | | 62 | [dirsearch](https://github.com/maurosoria/dirsearch) | 9912 | 2175 | Python | 53 | Web path scanner | 2023-06-25T13:57:17Z | | 63 | [DALLE2-pytorch](https://github.com/lucidrains/DALLE2-pytorch) | 9880 | 945 | Python | 54 | Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch | 2023-05-22T10:09:27Z | | 64 | [theZoo](https://github.com/ytisf/theZoo) | 9859 | 2398 | Python | 55 | A repository of LIVE malwares for your own joy and pleasure. theZoo is a project created to make the possibility of malware analysis open and available to the public. | 2023-06-08T22:54:03Z | | 65 | [PaddleNLP](https://github.com/PaddlePaddle/PaddleNLP) | 9600 | 2535 | Python | 440 | 👑 Easy-to-use and powerful NLP library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis and 🖼 Diffusion AIGC system etc. | 2023-07-07T02:31:01Z | | 66 | [scientific-visualization-book](https://github.com/rougier/scientific-visualization-book) | 9464 | 912 | Python | 17 | An open access book on scientific visualization using python and matplotlib | 2023-05-22T14:24:59Z | | 67 | [calibre-web](https://github.com/janeczku/calibre-web) | 9444 | 1100 | Python | 377 | :books: Web app for browsing, reading and downloading eBooks stored in a Calibre database | 2023-06-25T12:39:49Z | | 68 | [jinja](https://github.com/pallets/jinja) | 9348 | 1569 | Python | 53 | A very fast and expressive template engine. | 2023-07-04T13:18:34Z | | 69 | [tpot](https://github.com/EpistasisLab/tpot) | 9138 | 1536 | Python | 264 | A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming. | 2023-06-25T01:48:00Z | | 70 | [maskrcnn-benchmark](https://github.com/facebookresearch/maskrcnn-benchmark) | 9124 | 2553 | Python | 499 | Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch. | 2023-02-16T04:01:32Z | | 71 | [coursera-dl](https://github.com/coursera-dl/coursera-dl) | 9079 | 2176 | Python | 177 | Script for downloading Coursera.org videos and naming them. | 2023-07-01T05:39:55Z | | 72 | [gunicorn](https://github.com/benoitc/gunicorn) | 9012 | 1662 | Python | 263 | gunicorn 'Green Unicorn' is a WSGI HTTP Server for UNIX, fast clients and sleepy applications. | 2023-06-29T14:53:45Z | | 73 | [fuzzywuzzy](https://github.com/seatgeek/fuzzywuzzy) | 8904 | 900 | Python | 82 | Fuzzy String Matching in Python | 2023-02-24T19:00:26Z | | 74 | [autokeras](https://github.com/keras-team/autokeras) | 8866 | 1406 | Python | 126 | AutoML library for deep learning | 2023-06-30T08:01:29Z | | 75 | [mvt](https://github.com/mvt-project/mvt) | 8820 | 799 | Python | 16 | MVT (Mobile Verification Toolkit) helps with conducting forensics of mobile devices in order to find signs of a potential compromise. | 2023-07-06T15:38:20Z | | 76 | [numba](https://github.com/numba/numba) | 8720 | 1044 | Python | 1370 | NumPy aware dynamic Python compiler using LLVM | 2023-07-07T00:41:07Z | | 77 | [practical-python](https://github.com/dabeaz-course/practical-python) | 8707 | 5329 | Python | 3 | Practical Python Programming (course by @dabeaz) | 2023-06-08T17:25:03Z | | 78 | [fsociety](https://github.com/Manisso/fsociety) | 8658 | 1848 | Python | 39 | fsociety Hacking Tools Pack – A Penetration Testing Framework | 2023-05-24T15:01:08Z | | 79 | [OpenChatKit](https://github.com/togethercomputer/OpenChatKit) | 8651 | 973 | Python | 63 | None | 2023-06-30T23:31:02Z | | 80 | [TextBlob](https://github.com/sloria/TextBlob) | 8618 | 1118 | Python | 101 | Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more. | 2023-03-11T18:17:17Z | | 81 | [kedro](https://github.com/kedro-org/kedro) | 8499 | 803 | Python | 302 | Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular. | 2023-07-06T18:26:59Z | | 82 | [Python](https://github.com/injetlee/Python) | 8462 | 4173 | Python | 39 | Python脚本。模拟登录知乎, 爬虫,操作excel,微信公众号,远程开机 | 2023-05-06T06:28:56Z | | 83 | [vid2vid](https://github.com/NVIDIA/vid2vid) | 8282 | 1198 | Python | 100 | Pytorch implementation of our method for high-resolution (e.g. 2048x1024) photorealistic video-to-video translation. | 2022-05-17T05:09:30Z | | 84 | [boto3](https://github.com/boto/boto3) | 8179 | 1776 | Python | 149 | AWS SDK for Python | 2023-07-06T20:28:46Z | | 85 | [Reinforcement-learning-with-tensorflow](https://github.com/MorvanZhou/Reinforcement-learning-with-tensorflow) | 8158 | 4964 | Python | 63 | Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学 | 2023-06-23T05:47:28Z | | 86 | [django-allauth](https://github.com/pennersr/django-allauth) | 8049 | 2814 | Python | 220 | Integrated set of Django applications addressing authentication, registration, account management as well as 3rd party (social) account authentication. | 2023-07-06T06:40:18Z | | 87 | [ChatGLM2-6B](https://github.com/THUDM/ChatGLM2-6B) | 7938 | 1345 | Python | 99 | ChatGLM2-6B: An Open Bilingual Chat LLM \| 开源双语对话语言模型 | 2023-07-07T02:43:34Z | | 88 | [gpt-neo](https://github.com/EleutherAI/gpt-neo) | 7922 | 906 | Python | 11 | An implementation of model parallel GPT-2 and GPT-3-style models using the mesh-tensorflow library. | 2022-02-25T06:27:12Z | | 89 | [fluentui-emoji](https://github.com/microsoft/fluentui-emoji) | 7898 | 435 | Python | 53 | A collection of familiar, friendly, and modern emoji from Microsoft | 2023-03-17T17:32:35Z | | 90 | [tortoise-tts](https://github.com/neonbjb/tortoise-tts) | 7846 | 1070 | Python | 181 | A multi-voice TTS system trained with an emphasis on quality | 2023-06-26T16:55:09Z | | 91 | [dagster](https://github.com/dagster-io/dagster) | 7835 | 977 | Python | 1469 | An orchestration platform for the development, production, and observation of data assets. | 2023-07-07T00:12:14Z | | 92 | [supervisor](https://github.com/Supervisor/supervisor) | 7818 | 1220 | Python | 119 | Supervisor process control system for Unix (supervisord) | 2023-06-14T15:12:55Z | | 93 | [pysc2](https://github.com/deepmind/pysc2) | 7765 | 1153 | Python | 44 | StarCraft II Learning Environment | 2023-06-18T14:13:23Z | | 94 | [gallery-dl](https://github.com/mikf/gallery-dl) | 7752 | 703 | Python | 703 | Command-line program to download image galleries and collections from several image hosting sites | 2023-07-07T02:03:39Z | | 95 | [monoid](https://github.com/larsenwork/monoid) | 7707 | 168 | Python | 73 | Customisable coding font with alternates, ligatures and contextual positioning. Crazy crisp at 12px/9pt. http://larsenwork.com/monoid/ | 2020-10-26T07:45:56Z | | 96 | [gitfiti](https://github.com/gelstudios/gitfiti) | 7692 | 1070 | Python | 12 | abusing github commit history for the lulz | 2023-04-22T01:23:47Z | | 97 | [trape](https://github.com/jofpin/trape) | 7593 | 1286 | Python | 230 | People tracker on the Internet: OSINT analysis and research tool by Jose Pino | 2023-03-12T21:44:31Z | | 98 | [segmentation_models.pytorch](https://github.com/qubvel/segmentation_models.pytorch) | 7546 | 1460 | Python | 17 | Segmentation models with pretrained backbones. PyTorch. | 2023-06-18T16:39:29Z | | 99 | [machine_learning_examples](https://github.com/lazyprogrammer/machine_learning_examples) | 7538 | 6111 | Python | 9 | A collection of machine learning examples and tutorials. | 2023-06-29T12:00:33Z | | 100 | [pytorch3d](https://github.com/facebookresearch/pytorch3d) | 7450 | 1156 | Python | 192 | PyTorch3D is FAIR's library of reusable components for deep learning with 3D data | 2023-07-06T09:45:06Z |