[Github Ranking](../README.md)
==========

## Top 100 Stars in Python

| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
| ------- | ------------ | ----- | ----- | -------- | ----------- | ----------- | ----------- |
| 1 | [langchain](https://github.com/langchain-ai/langchain) | 68770 | 10009 | Python | 1662 | ⚡ Building applications with LLMs through composability ⚡ | 2023-11-21T03:01:07Z |
| 2 | [flask](https://github.com/pallets/flask) | 64994 | 16022 | Python | 2 | The Python micro framework for building web applications. | 2023-11-15T21:03:22Z |
| 3 | [ailearning](https://github.com/apachecn/ailearning) | 36915 | 11373 | Python | 3 | AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2 | 2023-07-21T08:56:46Z |
| 4 | [linux-insides](https://github.com/0xAX/linux-insides) | 28853 | 3351 | Python | 27 | A little bit about a linux kernel | 2023-09-02T10:26:40Z |
| 5 | [MiniGPT-4](https://github.com/Vision-CAIR/MiniGPT-4) | 23641 | 2759 | Python | 254 | Open-sourced codes for MiniGPT-4 and MiniGPT-v2 | 2023-11-16T20:26:13Z |
| 6 | [roop](https://github.com/s0md3v/roop) | 22235 | 5055 | Python | 0 | one-click face swap | 2023-11-06T12:29:12Z |
| 7 | [textual](https://github.com/Textualize/textual) | 22037 | 674 | Python | 163 | The lean application framework for Python.  Build sophisticated user interfaces with a simple Python API. Run your apps in the terminal and a web browser. | 2023-11-20T21:25:59Z |
| 8 | [magic-wormhole](https://github.com/magic-wormhole/magic-wormhole) | 17121 | 601 | Python | 140 | get things from one computer to another, safely | 2023-10-31T22:19:31Z |
| 9 | [zipline](https://github.com/quantopian/zipline) | 16609 | 4681 | Python | 323 | Zipline, a Pythonic Algorithmic Trading Library | 2023-07-17T16:46:23Z |
| 10 | [vision](https://github.com/pytorch/vision) | 14794 | 6816 | Python | 749 | Datasets, Transforms and Models specific to Computer Vision | 2023-11-20T15:06:32Z |
| 11 | [ivy](https://github.com/unifyai/ivy) | 13779 | 5999 | Python | 2974 | The Unified AI Framework | 2023-11-21T03:03:37Z |
| 12 | [full-stack-fastapi-postgresql](https://github.com/tiangolo/full-stack-fastapi-postgresql) | 13528 | 2467 | Python | 171 | Full stack, modern web application generator. Using FastAPI, PostgreSQL as database, Docker, automatic HTTPS and more. | 2023-11-15T22:02:28Z |
| 13 | [yapf](https://github.com/google/yapf) | 13491 | 951 | Python | 352 | A formatter for Python files | 2023-11-17T14:50:08Z |
| 14 | [fauxpilot](https://github.com/fauxpilot/fauxpilot) | 13484 | 591 | Python | 56 | FauxPilot - an open-source alternative to GitHub Copilot server | 2023-08-21T16:40:38Z |
| 15 | [albumentations](https://github.com/albumentations-team/albumentations) | 12814 | 1556 | Python | 366 | 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 | 2023-11-19T11:34:34Z |
| 16 | [voice-changer](https://github.com/w-okada/voice-changer) | 12655 | 1432 | Python | 51 | リアルタイムボイスチェンジャー Realtime Voice Changer | 2023-11-21T02:45:44Z |
| 17 | [Swin-Transformer](https://github.com/microsoft/Swin-Transformer) | 11995 | 1897 | Python | 155 | This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows". | 2023-11-08T07:03:37Z |
| 18 | [AutoEq](https://github.com/jaakkopasanen/AutoEq) | 11847 | 2485 | Python | 10 | Automatic headphone equalization from frequency responses | 2023-11-12T16:56:35Z |
| 19 | [dolly](https://github.com/databrickslabs/dolly) | 10664 | 1152 | Python | 4 | Databricks’ Dolly, a large language model trained on the Databricks Machine Learning Platform | 2023-06-30T18:36:16Z |
| 20 | [urh](https://github.com/jopohl/urh) | 9870 | 845 | Python | 41 | Universal Radio Hacker: Investigate Wireless Protocols Like A Boss | 2023-11-16T20:12:18Z |
| 21 | [the-algorithm-ml](https://github.com/twitter/the-algorithm-ml) | 9766 | 2237 | Python | 14 | Source code for Twitter's Recommendation Algorithm | 2023-09-21T17:35:11Z |
| 22 | [sshuttle](https://github.com/apenwarr/sshuttle) | 8910 | 661 | Python | 0 | Wrong project!  You should head over to http://github.com/sshuttle/sshuttle | 2018-02-15T13:16:12Z |
| 23 | [pyautogui](https://github.com/asweigart/pyautogui) | 8878 | 1127 | Python | 434 | A cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard. | 2023-10-03T15:34:01Z |
| 24 | [30-seconds-of-python](https://github.com/Chalarangelo/30-seconds-of-python) | 8821 | 1332 | Python | 0 | Short Python code snippets for all your development needs | 2023-05-07T17:09:42Z |
| 25 | [Mailpile](https://github.com/mailpile/Mailpile) | 8764 | 1044 | Python | 1 | A free & open modern, fast email client with user-friendly encryption and privacy features | 2023-11-01T17:23:19Z |
| 26 | [byob](https://github.com/malwaredllc/byob) | 8585 | 2100 | Python | 7 | An open-source post-exploitation framework for students, researchers and developers. | 2023-10-25T17:27:22Z |
| 27 | [DB-GPT](https://github.com/eosphoros-ai/DB-GPT) | 8138 | 1172 | Python | 168 | Revolutionizing Database Interactions with Private LLM Technology | 2023-11-21T03:04:06Z |
| 28 | [SadTalker](https://github.com/OpenTalker/SadTalker) | 7832 | 1364 | Python | 413 | [CVPR 2023] SadTalker：Learning Realistic 3D Motion Coefficients for Stylized Audio-Driven Single Image Talking Face Animation | 2023-11-17T06:23:40Z |
| 29 | [pysheeet](https://github.com/crazyguitar/pysheeet) | 7784 | 1245 | Python | 15 | Python Cheat Sheet | 2023-11-08T06:21:59Z |
| 30 | [ansible-for-devops](https://github.com/geerlingguy/ansible-for-devops) | 7641 | 3235 | Python | 83 | Ansible for DevOps examples. | 2023-11-11T14:53:38Z |
| 31 | [xonsh](https://github.com/xonsh/xonsh) | 7387 | 619 | Python | 272 | :shell: Python-powered, cross-platform, Unix-gazing shell. | 2023-11-20T19:00:48Z |
| 32 | [conan](https://github.com/conan-io/conan) | 7338 | 949 | Python | 2019 | Conan - The open-source C and C++ package manager | 2023-11-20T11:29:23Z |
| 33 | [ultisnips](https://github.com/SirVer/ultisnips) | 7309 | 693 | Python | 117 | UltiSnips - The ultimate snippet solution for Vim. Send pull requests to SirVer/ultisnips! | 2023-10-17T15:35:50Z |
| 34 | [IF](https://github.com/deep-floyd/IF) | 7247 | 474 | Python | 82 | None | 2023-11-14T04:15:01Z |
| 35 | [dream-textures](https://github.com/carson-katri/dream-textures) | 7229 | 387 | Python | 23 | Stable Diffusion built-in to Blender | 2023-11-16T16:50:30Z |
| 36 | [deeplake](https://github.com/activeloopai/deeplake) | 7141 | 551 | Python | 53 | Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai | 2023-11-20T11:43:12Z |
| 37 | [keras-yolo3](https://github.com/qqwweee/keras-yolo3) | 7122 | 3492 | Python | 485 | A Keras implementation of YOLOv3 (Tensorflow backend) | 2023-03-12T02:57:19Z |
| 38 | [demucs](https://github.com/facebookresearch/demucs) | 7053 | 848 | Python | 238 | Code for the paper Hybrid Spectrogram and Waveform Source Separation | 2023-11-16T12:32:36Z |
| 39 | [records](https://github.com/kennethreitz/records) | 7018 | 576 | Python | 45 | SQL for Humans™ | 2023-05-02T15:11:50Z |
| 40 | [PyTorch_Tutorial](https://github.com/TingsongYu/PyTorch_Tutorial) | 6957 | 1687 | Python | 20 | 《Pytorch模型训练实用教程》中配套代码 | 2023-09-28T15:08:54Z |
| 41 | [multi-v2ray](https://github.com/Jrohy/multi-v2ray) | 6769 | 2499 | Python | 103 | v2ray/xray多用户管理部署程序 | 2023-10-07T09:53:26Z |
| 42 | [docker-android](https://github.com/budtmo/docker-android) | 6397 | 1010 | Python | 86 | Android in docker solution with noVNC supported and video recording | 2023-10-04T15:50:56Z |
| 43 | [nmt](https://github.com/tensorflow/nmt) | 6293 | 1973 | Python | 251 | TensorFlow Neural Machine Translation Tutorial | 2022-10-09T08:07:34Z |
| 44 | [pdfGPT](https://github.com/bhaskatripathi/pdfGPT) | 6279 | 772 | Python | 40 | PDF GPT allows you to chat with the contents of your PDF file by using GPT capabilities. The most effective open source solution to turn your pdf files in a chatbot! | 2023-09-14T02:29:37Z |
| 45 | [librephotos](https://github.com/LibrePhotos/librephotos) | 6137 | 261 | Python | 258 | A self-hosted open source photo management service. This is the repository of the backend. | 2023-11-20T23:02:10Z |
| 46 | [deis](https://github.com/deis/deis) | 6067 | 816 | Python | 4 | Deis v1, the CoreOS and Docker PaaS: Your PaaS. Your Rules.  | 2019-05-05T05:29:20Z |
| 47 | [searxng](https://github.com/searxng/searxng) | 5864 | 830 | Python | 180 | SearXNG is a free internet metasearch engine which aggregates results from various search services and databases. Users are neither tracked nor profiled. | 2023-11-17T07:23:24Z |
| 48 | [bertviz](https://github.com/jessevig/bertviz) | 5799 | 714 | Python | 12 | BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)  | 2023-08-24T13:40:48Z |
| 49 | [pyinstrument](https://github.com/joerick/pyinstrument) | 5657 | 232 | Python | 17 | 🚴 Call stack profiler for Python. Shows you why your code is slow! | 2023-11-08T12:36:02Z |
| 50 | [covid-19-data](https://github.com/owid/covid-19-data) | 5610 | 3662 | Python | 5 | Data on COVID-19 (coronavirus) cases, deaths, hospitalizations, tests • All countries • Updated daily by Our World in Data | 2023-11-21T00:07:26Z |
| 51 | [gpt-2](https://github.com/openai/gpt-2) | 20162 | 5171 | Python | 121 | Code for the paper "Language Models are Unsupervised Multitask Learners" | 2023-11-19T17:51:57Z |
| 52 | [chatgpt-retrieval-plugin](https://github.com/openai/chatgpt-retrieval-plugin) | 20102 | 3720 | Python | 133 | The ChatGPT Retrieval Plugin lets you easily find personal or work documents by asking questions in natural language. | 2023-11-16T22:47:34Z |
| 53 | [dash](https://github.com/plotly/dash) | 19658 | 2004 | Python | 760 | Data Apps & Dashboards for Python. No JavaScript Required. | 2023-11-18T20:45:17Z |
| 54 | [saleor](https://github.com/saleor/saleor) | 19317 | 5229 | Python | 526 | Saleor Core: the high performance, composable, headless commerce API. | 2023-11-20T16:02:29Z |
| 55 | [proxy_pool](https://github.com/jhao104/proxy_pool) | 19129 | 4879 | Python | 262 | Python ProxyPool for web spider | 2023-10-12T11:03:11Z |
| 56 | [diffusers](https://github.com/huggingface/diffusers) | 19060 | 3936 | Python | 291 | 🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch | 2023-11-21T02:14:11Z |
| 57 | [mindsdb](https://github.com/mindsdb/mindsdb) | 19029 | 2539 | Python | 508 | MindsDB connects AI models to real time data | 2023-11-21T02:22:18Z |
| 58 | [pytorch_geometric](https://github.com/pyg-team/pytorch_geometric) | 18972 | 3430 | Python | 752 | Graph Neural Network Library for PyTorch | 2023-11-20T23:14:35Z |
| 59 | [ddia](https://github.com/Vonng/ddia) | 18514 | 4005 | Python | 0 | 《Designing Data-Intensive Application》DDIA中文翻译 | 2023-11-15T01:50:31Z |
| 60 | [babyagi](https://github.com/yoheinakajima/babyagi) | 17824 | 2408 | Python | 98 | None | 2023-09-27T09:35:13Z |
| 61 | [chatgpt-on-wechat](https://github.com/zhayujie/chatgpt-on-wechat) | 17658 | 5137 | Python | 195 | Wechat robot based on ChatGPT,  which using OpenAI api and itchat library. 使用大模型搭建微信聊天机器人，基于 GPT3.5/GPT4.0/Claude/文心一言/讯飞星火/LinkAI，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，支持基于知识库定制专属机器人。 | 2023-11-21T01:39:56Z |
| 62 | [sanic](https://github.com/sanic-org/sanic) | 17448 | 1539 | Python | 75 |  Accelerate your web app development  \| Build fast. Run fast. | 2023-11-20T01:34:41Z |
| 63 | [ChatDev](https://github.com/OpenBMB/ChatDev) | 17357 | 2020 | Python | 21 | Create Customized Software using Natural Language Idea (through LLM-powered Multi-Agent Collaboration) | 2023-11-20T12:12:43Z |
| 64 | [Hitomi-Downloader](https://github.com/KurtBestor/Hitomi-Downloader) | 17255 | 1732 | Python | 2630 | :cake: Desktop utility to download images/videos/music/text from various websites, and more. | 2023-10-10T21:52:41Z |
| 65 | [rasa](https://github.com/RasaHQ/rasa) | 17239 | 4478 | Python | 1 | 💬   Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants | 2023-11-20T15:57:35Z |
| 66 | [Hello-Python](https://github.com/mouredev/Hello-Python) | 17178 | 1179 | Python | 11 | Curso para aprender el lenguaje de programación Python desde cero y para principiantes. Más de 30 clases, 25 horas en vídeo, código y grupo de chat. Desde sus fundamentos hasta la creación de un API Backend con base de datos y más... | 2023-11-18T16:30:00Z |
| 67 | [calibre](https://github.com/kovidgoyal/calibre) | 17121 | 2076 | Python | 0 | The official source code repository for the calibre ebook manager | 2023-11-20T16:17:52Z |
| 68 | [magic-wormhole](https://github.com/magic-wormhole/magic-wormhole) | 17121 | 601 | Python | 140 | get things from one computer to another, safely | 2023-10-31T22:19:31Z |
| 69 | [luigi](https://github.com/spotify/luigi) | 16908 | 2379 | Python | 95 | 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.  | 2023-11-16T12:40:29Z |
| 70 | [mypy](https://github.com/python/mypy) | 16777 | 2729 | Python | 2317 | Optional static typing for Python | 2023-11-20T09:10:37Z |
| 71 | [recommenders](https://github.com/recommenders-team/recommenders) | 16687 | 2885 | Python | 163 | Best Practices on Recommendation Systems | 2023-11-18T06:52:35Z |
| 72 | [loguru](https://github.com/Delgan/loguru) | 16663 | 683 | Python | 123 | Python logging made (stupidly) simple | 2023-11-01T14:26:35Z |
| 73 | [zipline](https://github.com/quantopian/zipline) | 16609 | 4681 | Python | 323 | Zipline, a Pythonic Algorithmic Trading Library | 2023-07-17T16:46:23Z |
| 74 | [faker](https://github.com/joke2k/faker) | 16537 | 1839 | Python | 18 | Faker is a Python package that generates fake data for you. | 2023-11-20T18:31:52Z |
| 75 | [pydantic](https://github.com/pydantic/pydantic) | 16474 | 1511 | Python | 362 | Data validation using Python type hints | 2023-11-20T17:07:19Z |
| 76 | [pyspider](https://github.com/binux/pyspider) | 16103 | 3731 | Python | 273 | A Powerful Spider(Web Crawler) System in Python. | 2023-07-05T17:04:26Z |
| 77 | [PySnooper](https://github.com/cool-RR/PySnooper) | 16102 | 952 | Python | 26 | Never use print for debugging again | 2023-07-17T12:37:16Z |
| 78 | [ipython](https://github.com/ipython/ipython) | 16004 | 4479 | Python | 1570 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2023-11-20T16:09:38Z |
| 79 | [ChatPaper](https://github.com/kaixindelele/ChatPaper) | 15943 | 1767 | Python | 61 | Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文全文总结+专业翻译+润色+审稿+审稿回复 | 2023-10-29T18:07:28Z |
| 80 | [twint](https://github.com/twintproject/twint) | 15293 | 2730 | Python | 522 | An advanced Twitter scraping & OSINT tool written in Python that doesn't use Twitter's API, allowing you to scrape a user's followers, following, Tweets and more while evading most API limitations. | 2023-02-23T13:58:09Z |
| 81 | [learn-python](https://github.com/trekhleb/learn-python) | 15272 | 2583 | Python | 5 | 📚 Playground and cheatsheet for learning Python. Collection of Python scripts that are split by topics and contain code examples with explanations. | 2023-08-11T16:27:18Z |
| 82 | [ml-stable-diffusion](https://github.com/apple/ml-stable-diffusion) | 15194 | 802 | Python | 134 | Stable Diffusion with Core ML on Apple Silicon | 2023-11-14T18:35:27Z |
| 83 | [microservices-demo](https://github.com/GoogleCloudPlatform/microservices-demo) | 15056 | 5617 | Python | 37 | Sample cloud-first application with 10 microservices showcasing Kubernetes, Istio, and gRPC. | 2023-11-21T01:09:30Z |
| 84 | [gpt-pilot](https://github.com/Pythagora-io/gpt-pilot) | 14858 | 1171 | Python | 50 | Dev tool that writes scalable apps from scratch while the developer oversees the implementation | 2023-11-21T01:20:18Z |
| 85 | [vision](https://github.com/pytorch/vision) | 14794 | 6816 | Python | 749 | Datasets, Transforms and Models specific to Computer Vision | 2023-11-20T15:06:32Z |
| 86 | [jupyter](https://github.com/jupyter/jupyter) | 14555 | 3861 | Python | 121 | Jupyter metapackage for installation, docs and chat | 2023-11-17T18:54:52Z |
| 87 | [aws-cli](https://github.com/aws/aws-cli) | 14451 | 3957 | Python | 414 | Universal Command Line Interface for Amazon Web Services | 2023-11-20T21:39:41Z |
| 88 | [SMSBoom](https://github.com/OpenEthan/SMSBoom) | 14413 | 3490 | Python | 146 | 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！！ | 2023-07-07T10:19:26Z |
| 89 | [tensor2tensor](https://github.com/tensorflow/tensor2tensor) | 14293 | 3383 | Python | 575 | Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research. | 2023-06-02T18:55:09Z |
| 90 | [numpy-ml](https://github.com/ddbourgin/numpy-ml) | 14262 | 3610 | Python | 22 | Machine learning, in numpy | 2023-10-29T00:53:03Z |
| 91 | [awesome-oss-alternatives](https://github.com/RunaCapital/awesome-oss-alternatives) | 14244 | 773 | Python | 5 | Awesome list of open-source startup alternatives to well-known SaaS products 🚀 | 2023-10-22T03:08:48Z |
| 92 | [aiohttp](https://github.com/aio-libs/aiohttp) | 14100 | 1984 | Python | 405 | Asynchronous HTTP client/server framework for asyncio and Python | 2023-11-21T02:15:13Z |
| 93 | [pyecharts](https://github.com/pyecharts/pyecharts) | 14024 | 2867 | Python | 11 | 🎨 Python Echarts Plotting Library | 2023-10-28T02:59:49Z |
| 94 | [learn_python3_spider](https://github.com/wistbean/learn_python3_spider) | 13998 | 3367 | Python | 28 | 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 | 2023-09-20T08:35:01Z |
| 95 | [lama-cleaner](https://github.com/Sanster/lama-cleaner) | 13975 | 1433 | Python | 71 | Image inpainting tool powered by SOTA AI Model. Remove any unwanted object, defect, people from your pictures or erase and replace(powered by stable diffusion) any thing on your pictures. | 2023-11-16T06:21:07Z |
| 96 | [mlc-llm](https://github.com/mlc-ai/mlc-llm) | 13971 | 1025 | Python | 92 | Enable everyone to develop, optimize and deploy AI models natively on everyone's devices. | 2023-11-20T23:39:13Z |
| 97 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13823 | 4415 | Python | 29 | 微信《跳一跳》Python 辅助 | 2022-11-22T02:04:23Z |
| 98 | [mackup](https://github.com/lra/mackup) | 13794 | 926 | Python | 285 | Keep your application settings in sync (OS X/Linux) | 2023-11-17T20:49:39Z |
| 99 | [ivy](https://github.com/unifyai/ivy) | 13779 | 5999 | Python | 2974 | The Unified AI Framework | 2023-11-21T03:03:37Z |
| 100 | [wxpy](https://github.com/youfou/wxpy) | 13616 | 2382 | Python | 295 | 微信机器人 / 可能是最优雅的微信个人号 API ✨✨ | 2019-07-14T17:59:47Z |