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 | [flask](https://github.com/pallets/flask) | 62757 | 15605 | Python | 0 | The Python micro framework for building web applications. | 2023-04-25T21:21:38Z |
| 2 | [keras](https://github.com/keras-team/keras) | 58165 | 19327 | Python | 284 | Deep Learning for humans | 2023-04-28T21:47:24Z |
| 3 | [rich](https://github.com/Textualize/rich) | 43050 | 1553 | Python | 92 | Rich is a Python library for rich text and beautiful formatting in the terminal. | 2023-04-28T10:48:46Z |
| 4 | [ailearning](https://github.com/apachecn/ailearning) | 35283 | 11100 | 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 |
| 5 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 35151 | 7209 | Python | 49 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2022-11-27T13:18:32Z |
| 6 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 33356 | 19090 | Python | 0 | None | 2022-11-27T06:10:06Z |
| 7 | [langchain](https://github.com/hwchase17/langchain) | 32916 | 3520 | Python | 886 | ⚡ Building applications with LLMs through composability ⚡ | 2023-04-30T02:47:16Z |
| 8 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 32387 | 5926 | Python | 7 | Comprehensive Python Cheatsheet | 2023-04-13T16:17:20Z |
| 9 | [TaskMatrix](https://github.com/microsoft/TaskMatrix) | 32253 | 3055 | Python | 168 | None | 2023-04-27T10:13:06Z |
| 10 | [black](https://github.com/psf/black) | 32163 | 2074 | Python | 354 | The uncompromising Python code formatter | 2023-04-28T19:51:38Z |
| 11 | [jieba](https://github.com/fxsjy/jieba) | 30473 | 6665 | Python | 606 | 结巴中文分词 | 2022-07-17T00:34:33Z |
| 12 | [PaddleOCR](https://github.com/PaddlePaddle/PaddleOCR) | 29976 | 6183 | Python | 1490 | 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) | 2023-04-28T09:34:38Z |
| 13 | [linux-insides](https://github.com/0xAX/linux-insides) | 28070 | 3195 | Python | 25 | A little bit about a linux kernel | 2023-04-21T07:58:45Z |
| 14 | [streamlit](https://github.com/streamlit/streamlit) | 24291 | 2140 | Python | 635 | Streamlit — A faster way to build and share data apps. | 2023-04-29T21:11:02Z |
| 15 | [mmdetection](https://github.com/open-mmlab/mmdetection) | 23961 | 8611 | Python | 604 | OpenMMLab Detection Toolbox and Benchmark | 2023-04-28T08:21:36Z |
| 16 | [pipenv](https://github.com/pypa/pipenv) | 23805 | 1835 | Python | 189 |  Python Development Workflow for Humans. | 2023-04-29T21:07:12Z |
| 17 | [Depix](https://github.com/beurtschipper/Depix) | 23436 | 2886 | Python | 0 | Recovers passwords from pixelized screenshots | 2022-09-07T17:09:00Z |
| 18 | [jax](https://github.com/google/jax) | 22928 | 2129 | Python | 1120 | Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more | 2023-04-30T01:41:28Z |
| 19 | [stanford_alpaca](https://github.com/tatsu-lab/stanford_alpaca) | 22487 | 3222 | Python | 126 | Code and documentation to train Stanford's Alpaca models, and generate the data. | 2023-04-26T16:00:55Z |
| 20 | [spleeter](https://github.com/deezer/spleeter) | 22328 | 2447 | Python | 171 | Deezer source separation library including pretrained models. | 2023-04-12T02:24:10Z |
| 21 | [fairseq](https://github.com/facebookresearch/fairseq) | 21842 | 5409 | Python | 877 | Facebook AI Research Sequence-to-Sequence Toolkit written in Python. | 2023-04-24T16:09:12Z |
| 22 | [OpenBBTerminal](https://github.com/OpenBB-finance/OpenBBTerminal) | 21827 | 2149 | Python | 181 | Investment Research for Everyone, Everywhere. | 2023-04-29T17:38:00Z |
| 23 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 19173 | 1914 | Python | 7 | 🐧 A list of awesome Linux softwares  | 2023-04-30T01:30:23Z |
| 24 | [textual](https://github.com/Textualize/textual) | 18923 | 556 | Python | 94 | 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! | 2023-04-28T22:04:50Z |
| 25 | [PythonRobotics](https://github.com/AtsushiSakai/PythonRobotics) | 18263 | 5676 | Python | 12 | Python sample codes for robotics algorithms. | 2023-04-27T14:06:01Z |
| 26 | [MiniGPT-4](https://github.com/Vision-CAIR/MiniGPT-4) | 17033 | 1818 | Python | 102 | MiniGPT-4: Enhancing Vision-language Understanding with Advanced Large Language Models | 2023-04-27T10:25:54Z |
| 27 | [zipline](https://github.com/quantopian/zipline) | 16078 | 4575 | Python | 320 | Zipline, a Pythonic Algorithmic Trading Library | 2023-02-14T17:14:33Z |
| 28 | [python-spider](https://github.com/Jack-Cherish/python-spider) | 16068 | 5777 | 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 |
| 29 | [prophet](https://github.com/facebook/prophet) | 15806 | 4399 | Python | 327 | Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth. | 2023-04-28T23:25:02Z |
| 30 | [magic-wormhole](https://github.com/magic-wormhole/magic-wormhole) | 15751 | 575 | Python | 139 | get things from one computer to another, safely | 2023-04-25T21:21:03Z |
| 31 | [baselines](https://github.com/openai/baselines) | 14276 | 4635 | Python | 407 | OpenAI Baselines: high-quality implementations of reinforcement learning algorithms | 2023-04-02T11:36:25Z |
| 32 | [insightface](https://github.com/deepinsight/insightface) | 14111 | 4239 | Python | 1221 | State-of-the-art 2D and 3D Face Analysis Project | 2023-04-27T14:32:55Z |
| 33 | [vit-pytorch](https://github.com/lucidrains/vit-pytorch) | 13906 | 2312 | 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 |
| 34 | [vision](https://github.com/pytorch/vision) | 13853 | 6663 | Python | 722 | Datasets, Transforms and Models specific to Computer Vision | 2023-04-29T17:38:24Z |
| 35 | [GHunt](https://github.com/mxrch/GHunt) | 13580 | 1144 | Python | 7 | 🕵️‍♂️ Offensive Google framework. | 2023-04-07T10:13:35Z |
| 36 | [imgaug](https://github.com/aleju/imgaug) | 13515 | 2372 | Python | 277 | Image augmentation for machine learning experiments. | 2023-04-13T17:44:10Z |
| 37 | [yapf](https://github.com/google/yapf) | 13205 | 898 | Python | 374 | A formatter for Python files | 2023-04-28T13:03:16Z |
| 38 | [ChatterBot](https://github.com/gunthercox/ChatterBot) | 13203 | 4293 | Python | 328 | ChatterBot is a machine learning, conversational dialog engine for creating chat bots | 2023-03-13T14:12:28Z |
| 39 | [facenet](https://github.com/davidsandberg/facenet) | 13009 | 4798 | Python | 496 | Face recognition using Tensorflow | 2023-03-25T00:05:44Z |
| 40 | [unilm](https://github.com/microsoft/unilm) | 12089 | 1788 | Python | 306 | Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities | 2023-04-11T12:57:54Z |
| 41 | [examples-of-web-crawlers](https://github.com/shengqiangzhang/examples-of-web-crawlers) | 12020 | 3619 | Python | 11 | 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 |
| 42 | [albumentations](https://github.com/albumentations-team/albumentations) | 11931 | 1500 | Python | 340 | 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 | 2023-04-21T15:25:17Z |
| 43 | [full-stack-fastapi-postgresql](https://github.com/tiangolo/full-stack-fastapi-postgresql) | 11765 | 2148 | Python | 156 | Full stack, modern web application generator. Using FastAPI, PostgreSQL as database, Docker, automatic HTTPS and more. | 2023-04-24T07:37:24Z |
| 44 | [fauxpilot](https://github.com/fauxpilot/fauxpilot) | 11715 | 477 | Python | 41 | FauxPilot - an open-source alternative to GitHub Copilot server | 2023-04-27T04:22:14Z |
| 45 | [PaddleHub](https://github.com/PaddlePaddle/PaddleHub) | 11624 | 2034 | Python | 539 | Awesome pre-trained models toolkit based on PaddlePaddle. (400+ models including Image, Text, Audio, Video and Cross-Modal with Easy Inference & Serving) | 2023-04-21T11:09:36Z |
| 46 | [allennlp](https://github.com/allenai/allennlp) | 11491 | 2257 | Python | 80 | An open-source NLP research library, built on PyTorch. | 2022-11-22T23:28:35Z |
| 47 | [dvc](https://github.com/iterative/dvc) | 11438 | 1053 | Python | 575 | 🦉 Data Version Control \| Git for Data & Models \| ML Experiments Management | 2023-04-29T00:01:14Z |
| 48 | [spotify-downloader](https://github.com/spotDL/spotify-downloader) | 11436 | 1253 | Python | 10 | Download your Spotify playlists and songs along with album art and metadata (from YouTube if a match is found). | 2023-04-23T15:55:48Z |
| 49 | [DeepFaceLive](https://github.com/iperov/DeepFaceLive) | 11202 | 1502 | Python | 1 | Real-time face swap for PC streaming or video calls | 2023-04-27T06:46:21Z |
| 50 | [dask](https://github.com/dask/dask) | 10957 | 1613 | Python | 756 | Parallel computing with task scheduling | 2023-04-28T22:25:04Z |
| 51 | [ddia](https://github.com/Vonng/ddia) | 17397 | 3765 | Python | 0 | 《Designing Data-Intensive Application》DDIA中文翻译 | 2023-04-05T05:33:16Z |
| 52 | [MiniGPT-4](https://github.com/Vision-CAIR/MiniGPT-4) | 17033 | 1818 | Python | 102 | MiniGPT-4: Enhancing Vision-language Understanding with Advanced Large Language Models | 2023-04-27T10:25:54Z |
| 53 | [Summer2023-Internships](https://github.com/pittcsc/Summer2023-Internships) | 16929 | 1786 | Python | 0 | Collection of Summer 2023 tech internships! | 2023-04-29T21:33:04Z |
| 54 | [zipline](https://github.com/quantopian/zipline) | 16078 | 4575 | Python | 320 | Zipline, a Pythonic Algorithmic Trading Library | 2023-02-14T17:14:33Z |
| 55 | [python-spider](https://github.com/Jack-Cherish/python-spider) | 16068 | 5777 | 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 |
| 56 | [game-programmer](https://github.com/miloyip/game-programmer) | 15970 | 1937 | Python | 23 | A Study Path for Game Programmer | 2023-04-14T08:07:17Z |
| 57 | [prophet](https://github.com/facebook/prophet) | 15806 | 4399 | Python | 327 | Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth. | 2023-04-28T23:25:02Z |
| 58 | [deep-learning-for-image-processing](https://github.com/WZMIAOMIAO/deep-learning-for-image-processing) | 15763 | 6961 | Python | 33 | deep learning for image processing including classification and object-detection etc. | 2023-03-09T07:30:16Z |
| 59 | [magic-wormhole](https://github.com/magic-wormhole/magic-wormhole) | 15751 | 575 | Python | 139 | get things from one computer to another, safely | 2023-04-25T21:21:03Z |
| 60 | [avatarify-python](https://github.com/alievk/avatarify-python) | 15588 | 2520 | Python | 185 | Avatars for Zoom, Skype and other video-conferencing apps. | 2023-04-23T01:40:23Z |
| 61 | [recommenders](https://github.com/microsoft/recommenders) | 15574 | 2721 | Python | 156 | Best Practices on Recommendation Systems | 2023-04-27T15:31:16Z |
| 62 | [twint](https://github.com/twintproject/twint) | 14888 | 2568 | 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 |
| 63 | [loguru](https://github.com/Delgan/loguru) | 14768 | 601 | Python | 89 | Python logging made (stupidly) simple | 2023-04-29T08:45:33Z |
| 64 | [Shadowrocket-ADBlock-Rules](https://github.com/h2y/Shadowrocket-ADBlock-Rules) | 14734 | 2336 | Python | 69 | 提供多款 Shadowrocket 规则，带广告过滤功能。用于 iOS 未越狱设备选择性地自动翻墙。 | 2021-04-12T16:11:40Z |
| 65 | [onnx](https://github.com/onnx/onnx) | 14611 | 3500 | Python | 312 | Open standard for machine learning interoperability | 2023-04-30T02:35:52Z |
| 66 | [diffusers](https://github.com/huggingface/diffusers) | 14135 | 2831 | Python | 234 | 🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch | 2023-04-29T13:30:19Z |
| 67 | [manim](https://github.com/ManimCommunity/manim) | 14122 | 1189 | Python | 318 | A community-maintained Python framework for creating mathematical animations.  | 2023-04-29T09:47:28Z |
| 68 | [fabric](https://github.com/fabric/fabric) | 14009 | 1923 | Python | 407 | Simple, Pythonic remote execution and deployment. | 2023-04-29T17:52:40Z |
| 69 | [vit-pytorch](https://github.com/lucidrains/vit-pytorch) | 13906 | 2312 | 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 | [vision](https://github.com/pytorch/vision) | 13853 | 6663 | Python | 722 | Datasets, Transforms and Models specific to Computer Vision | 2023-04-29T17:38:24Z |
| 71 | [aws-cli](https://github.com/aws/aws-cli) | 13706 | 3670 | Python | 386 | Universal Command Line Interface for Amazon Web Services | 2023-04-28T21:17:36Z |
| 72 | [aiohttp](https://github.com/aio-libs/aiohttp) | 13506 | 1897 | Python | 384 | Asynchronous HTTP client/server framework for asyncio and Python | 2023-04-29T19:12:32Z |
| 73 | [DeDRM_tools](https://github.com/apprenticeharper/DeDRM_tools) | 13501 | 1352 | Python | 796 | DeDRM tools for ebooks | 2023-01-06T13:33:14Z |
| 74 | [erpnext](https://github.com/frappe/erpnext) | 13459 | 5423 | Python | 1221 | Free and Open Source Enterprise Resource Planning (ERP) | 2023-04-29T15:32:55Z |
| 75 | [plotly.py](https://github.com/plotly/plotly.py) | 13353 | 2352 | Python | 1278 | The interactive graphing library for Python :sparkles: This project now includes Plotly Express! | 2023-04-27T19:33:34Z |
| 76 | [Ciphey](https://github.com/Ciphey/Ciphey) | 13279 | 810 | Python | 44 | ⚡ Automatically decrypt encryptions without knowing the key or cipher, decode encodings, and crack hashes ⚡ | 2023-02-06T03:27:39Z |
| 77 | [awesome-oss-alternatives](https://github.com/RunaCapital/awesome-oss-alternatives) | 13244 | 706 | Python | 3 | Awesome list of open-source startup alternatives to well-known SaaS products 🚀 | 2023-04-12T13:04:00Z |
| 78 | [horovod](https://github.com/horovod/horovod) | 13230 | 2176 | Python | 339 | Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet. | 2023-04-28T22:46:30Z |
| 79 | [yapf](https://github.com/google/yapf) | 13205 | 898 | Python | 374 | A formatter for Python files | 2023-04-28T13:03:16Z |
| 80 | [ChatterBot](https://github.com/gunthercox/ChatterBot) | 13203 | 4293 | Python | 328 | ChatterBot is a machine learning, conversational dialog engine for creating chat bots | 2023-03-13T14:12:28Z |
| 81 | [the-gan-zoo](https://github.com/hindupuravinash/the-gan-zoo) | 13191 | 2494 | Python | 16 | A list of all named GANs! | 2022-12-08T02:56:19Z |
| 82 | [mackup](https://github.com/lra/mackup) | 13153 | 912 | Python | 278 | Keep your application settings in sync (OS X/Linux) | 2023-03-24T17:37:16Z |
| 83 | [facenet](https://github.com/davidsandberg/facenet) | 13009 | 4798 | Python | 496 | Face recognition using Tensorflow | 2023-03-25T00:05:44Z |
| 84 | [searx](https://github.com/searx/searx) | 12805 | 1713 | Python | 300 | Privacy-respecting metasearch engine | 2023-04-28T01:57:05Z |
| 85 | [networkx](https://github.com/networkx/networkx) | 12577 | 2902 | Python | 187 | Network Analysis in Python | 2023-04-29T22:10:45Z |
| 86 | [Hitomi-Downloader](https://github.com/KurtBestor/Hitomi-Downloader) | 12460 | 1354 | Python | 2176 | :cake: Desktop utility to download images/videos/music/text from various websites, and more. | 2023-04-21T04:37:27Z |
| 87 | [zhao](https://github.com/programthink/zhao) | 12423 | 2776 | Python | 352 | 【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 |
| 88 | [learn_python3_spider](https://github.com/wistbean/learn_python3_spider) | 12232 | 3068 | Python | 24 | 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 |
| 89 | [examples-of-web-crawlers](https://github.com/shengqiangzhang/examples-of-web-crawlers) | 12020 | 3619 | Python | 11 | 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 |
| 90 | [albumentations](https://github.com/albumentations-team/albumentations) | 11931 | 1500 | Python | 340 | 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 | 2023-04-21T15:25:17Z |
| 91 | [ml-stable-diffusion](https://github.com/apple/ml-stable-diffusion) | 11833 | 529 | Python | 94 | Stable Diffusion with Core ML on Apple Silicon | 2023-04-29T04:16:04Z |
| 92 | [full-stack-fastapi-postgresql](https://github.com/tiangolo/full-stack-fastapi-postgresql) | 11765 | 2148 | Python | 156 | Full stack, modern web application generator. Using FastAPI, PostgreSQL as database, Docker, automatic HTTPS and more. | 2023-04-24T07:37:24Z |
| 93 | [fauxpilot](https://github.com/fauxpilot/fauxpilot) | 11715 | 477 | Python | 41 | FauxPilot - an open-source alternative to GitHub Copilot server | 2023-04-27T04:22:14Z |
| 94 | [openage](https://github.com/SFTtech/openage) | 11707 | 1096 | Python | 219 | Free (as in freedom) open source clone of the Age of Empires II engine :rocket: | 2023-04-30T02:30:32Z |
| 95 | [httpbin](https://github.com/postmanlabs/httpbin) | 11658 | 1735 | Python | 128 | HTTP Request & Response Service, written in Python + Flask. | 2023-04-28T20:11:03Z |
| 96 | [walle-web](https://github.com/meolu/walle-web) | 11639 | 2751 | Python | 380 | walle - 瓦力 Devops开源项目代码部署平台 | 2022-01-06T22:27:38Z |
| 97 | [PaddleHub](https://github.com/PaddlePaddle/PaddleHub) | 11624 | 2034 | Python | 539 | Awesome pre-trained models toolkit based on PaddlePaddle. (400+ models including Image, Text, Audio, Video and Cross-Modal with Easy Inference & Serving) | 2023-04-21T11:09:36Z |
| 98 | [PySimpleGUI](https://github.com/PySimpleGUI/PySimpleGUI) | 11558 | 1724 | Python | 712 | 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 | 2023-04-26T20:29:40Z |
| 99 | [dvc](https://github.com/iterative/dvc) | 11438 | 1053 | Python | 575 | 🦉 Data Version Control \| Git for Data & Models \| ML Experiments Management | 2023-04-29T00:01:14Z |
| 100 | [spotify-downloader](https://github.com/spotDL/spotify-downloader) | 11436 | 1253 | Python | 10 | Download your Spotify playlists and songs along with album art and metadata (from YouTube if a match is found). | 2023-04-23T15:55:48Z |