[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) | 175042 | 43728 | Python | 26 | All Algorithms implemented in Python | 2024-01-24T14:22:17Z |
| 2 | [Open-Assistant](https://github.com/LAION-AI/Open-Assistant) | 36191 | 3285 | Python | 221 | OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so. | 2024-01-16T16:27:24Z |
| 3 | [spaCy](https://github.com/explosion/spaCy) | 28075 | 4361 | Python | 82 | 💫 Industrial-strength Natural Language Processing (NLP) in Python | 2024-01-24T18:30:23Z |
| 4 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 27026 | 6846 | Python | 75 | Web APIs for Django. 🎸 | 2024-01-25T02:30:07Z |
| 5 | [jumpserver](https://github.com/jumpserver/jumpserver) | 22972 | 5270 | Python | 42 | 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。 | 2024-01-25T02:59:43Z |
| 6 | [celery](https://github.com/celery/celery) | 22929 | 4604 | Python | 600 | Distributed Task Queue (development branch) | 2024-01-23T21:08:09Z |
| 7 | [algo](https://github.com/wangzheng0822/algo) | 22459 | 7043 | Python | 102 | 数据结构和算法必知必会的50个代码实现 | 2024-01-05T03:09:17Z |
| 8 | [gpt-2](https://github.com/openai/gpt-2) | 20520 | 5256 | Python | 123 | Code for the paper "Language Models are Unsupervised Multitask Learners" | 2023-11-19T17:51:57Z |
| 9 | [rasa](https://github.com/RasaHQ/rasa) | 17515 | 4504 | Python | 2 | 💬   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 | 2024-01-24T12:13:37Z |
| 10 | [pydantic](https://github.com/pydantic/pydantic) | 17376 | 1592 | Python | 315 | Data validation using Python type hints | 2024-01-24T21:30:46Z |
| 11 | [luigi](https://github.com/spotify/luigi) | 17049 | 2389 | 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.  | 2024-01-23T14:23:07Z |
| 12 | [ChatPaper](https://github.com/kaixindelele/ChatPaper) | 16859 | 1835 | Python | 64 | 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 | 2024-01-10T12:03:59Z |
| 13 | [pyspider](https://github.com/binux/pyspider) | 16174 | 3729 | Python | 273 | A Powerful Spider(Web Crawler) System in Python. | 2023-07-05T17:04:26Z |
| 14 | [tensor2tensor](https://github.com/tensorflow/tensor2tensor) | 14506 | 3410 | 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 |
| 15 | [langflow](https://github.com/logspace-ai/langflow) | 14284 | 2156 | Python | 116 | ⛓️ Langflow is a UI for LangChain, designed with react-flow to provide an effortless way to experiment and prototype flows. | 2024-01-24T23:09:14Z |
| 16 | [salt](https://github.com/saltstack/salt) | 13710 | 5508 | Python | 2441 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:  | 2024-01-25T02:27:59Z |
| 17 | [mycli](https://github.com/dbcli/mycli) | 11166 | 655 | Python | 199 | A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting. | 2024-01-16T10:20:45Z |
| 18 | [stylegan2](https://github.com/NVlabs/stylegan2) | 10703 | 2528 | Python | 0 | StyleGAN2 - Official TensorFlow Implementation | 2023-04-03T22:07:58Z |
| 19 | [chroma](https://github.com/chroma-core/chroma) | 10664 | 876 | Python | 245 | the AI-native open-source embedding database | 2024-01-25T01:35:37Z |
| 20 | [Statistical-Learning-Method_Code](https://github.com/Dod-o/Statistical-Learning-Method_Code) | 10550 | 2838 | Python | 14 | 手写实现李航《统计学习方法》书中全部算法 | 2023-11-25T09:14:23Z |
| 21 | [faceai](https://github.com/vipstone/faceai) | 10460 | 2478 | Python | 34 | 一款入门级的人脸、视频、文字检测以及识别的项目. | 2020-04-16T12:16:19Z |
| 22 | [word_cloud](https://github.com/amueller/word_cloud) | 9839 | 2366 | Python | 93 | A little word cloud generator in Python | 2024-01-17T08:31:39Z |
| 23 | [thumbor](https://github.com/thumbor/thumbor) | 9777 | 835 | Python | 15 | thumbor is an open-source photo thumbnail service by globo.com | 2024-01-23T23:45:53Z |
| 24 | [fail2ban](https://github.com/fail2ban/fail2ban) | 9705 | 1199 | Python | 138 | Daemon to ban hosts that cause multiple authentication errors | 2024-01-22T10:08:19Z |
| 25 | [maigret](https://github.com/soxoj/maigret) | 9360 | 722 | Python | 130 | 🕵️‍♂️ Collect a dossier on a person by username from thousands of sites | 2024-01-11T19:45:31Z |
| 26 | [flash-attention](https://github.com/Dao-AILab/flash-attention) | 9256 | 790 | Python | 311 | Fast and memory-efficient exact attention | 2024-01-24T14:30:44Z |
| 27 | [portia](https://github.com/scrapinghub/portia) | 9091 | 1427 | Python | 112 | Visual scraping for Scrapy | 2023-09-06T14:08:43Z |
| 28 | [buzz](https://github.com/chidiwilliams/buzz) | 8697 | 653 | Python | 91 | Buzz transcribes and translates audio offline on your personal computer. Powered by OpenAI's Whisper. | 2024-01-11T09:35:57Z |
| 29 | [robotframework](https://github.com/robotframework/robotframework) | 8672 | 2220 | Python | 239 | Generic automation framework for acceptance testing and RPA | 2024-01-24T23:25:00Z |
| 30 | [Telethon](https://github.com/LonamiWebs/Telethon) | 8622 | 1357 | Python | 39 | Pure Python 3 MTProto API Telegram client library, for bots too! | 2024-01-20T09:42:13Z |
| 31 | [PythonPark](https://github.com/Jack-Cherish/PythonPark) | 8351 | 1538 | Python | 0 | Python 开源项目之「自学编程之路」，保姆级教程：AI实验室、宝藏视频、数据结构、学习指南、机器学习实战、深度学习实战、网络爬虫、大厂面经、程序人生、资源分享。 | 2024-01-16T02:32:44Z |
| 32 | [attention-is-all-you-need-pytorch](https://github.com/jadore801120/attention-is-all-you-need-pytorch) | 8197 | 1893 | Python | 64 | A PyTorch implementation of the Transformer model in "Attention is All You Need". | 2023-10-05T02:14:06Z |
| 33 | [DAIN](https://github.com/baowenbo/DAIN) | 8055 | 842 | Python | 76 | Depth-Aware Video Frame Interpolation (CVPR 2019) | 2023-02-13T12:40:12Z |
| 34 | [RobustVideoMatting](https://github.com/PeterL1n/RobustVideoMatting) | 7943 | 1080 | Python | 92 | Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML! | 2023-10-22T21:09:29Z |
| 35 | [microk8s](https://github.com/canonical/microk8s) | 7929 | 753 | Python | 212 | MicroK8s is a small, fast, single-package Kubernetes for datacenters and the edge. | 2024-01-24T13:55:18Z |
| 36 | [yewtube](https://github.com/mps-youtube/yewtube) | 7794 | 649 | Python | 188 | yewtube, forked from mps-youtube , is a Terminal based YouTube player and downloader. No Youtube API key required. | 2023-11-23T23:25:02Z |
| 37 | [pyod](https://github.com/yzhao062/pyod) | 7762 | 1308 | Python | 174 | A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection) | 2023-12-23T11:40:18Z |
| 38 | [hacktricks](https://github.com/carlospolop/hacktricks) | 7693 | 2319 | Python | 21 | Welcome to the page where you will find each trick/technique/whatever I have learnt in CTFs, real life apps, and reading researches and news. | 2024-01-23T00:47:46Z |
| 39 | [PaddleGAN](https://github.com/PaddlePaddle/PaddleGAN) | 7531 | 1226 | Python | 265 | PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer,  Wav2Lip, picture repair, image editing, photo2cartoon, image style transfer, GPEN, and so on. | 2023-12-05T11:57:07Z |
| 40 | [homelab](https://github.com/khuedoan/homelab) | 7472 | 686 | Python | 8 | Modern self-hosting framework, fully automated from empty disk to operating services with a single command. | 2024-01-22T02:18:18Z |
| 41 | [BayesianOptimization](https://github.com/bayesian-optimization/BayesianOptimization) | 7268 | 1525 | Python | 12 | A Python implementation of global optimization with gaussian processes. | 2024-01-24T21:40:48Z |
| 42 | [promptflow](https://github.com/microsoft/promptflow) | 7172 | 537 | Python | 40 | Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring. | 2024-01-25T02:42:16Z |
| 43 | [tianshou](https://github.com/thu-ml/tianshou) | 7121 | 1072 | Python | 92 | An elegant PyTorch deep reinforcement learning library. | 2024-01-24T21:45:08Z |
| 44 | [xformers](https://github.com/facebookresearch/xformers) | 6903 | 473 | Python | 197 | Hackable and optimized Transformers building blocks, supporting a composable construction. | 2024-01-23T12:42:53Z |
| 45 | [diff-match-patch](https://github.com/google/diff-match-patch) | 6844 | 1076 | Python | 66 | Diff Match Patch is a high-performance library in multiple languages that manipulates plain text. | 2023-12-13T04:50:24Z |
| 46 | [python-dotenv](https://github.com/theskumar/python-dotenv) | 6817 | 437 | Python | 35 | Reads key-value pairs from a .env file and can set them as environment variables. It helps in developing applications following the 12-factor principles. | 2024-01-23T06:32:36Z |
| 47 | [face-alignment](https://github.com/1adrianb/face-alignment) | 6687 | 1322 | Python | 70 | :fire: 2D and 3D Face alignment library build using pytorch  | 2023-10-24T07:07:43Z |
| 48 | [WingetUI](https://github.com/marticliment/WingetUI) | 6457 | 205 | Python | 151 | WingetUI: A better UI for your package managers | 2024-01-25T01:03:40Z |
| 49 | [ngxtop](https://github.com/lebinh/ngxtop) | 6434 | 481 | Python | 45 | Real-time metrics for nginx server | 2022-10-06T19:58:56Z |
| 50 | [aws-sam-cli](https://github.com/aws/aws-sam-cli) | 6403 | 1172 | Python | 408 | CLI tool to build, test, debug, and deploy Serverless applications using AWS SAM | 2024-01-24T18:15:39Z |
| 51 | [debops-playbooks](https://github.com/debops/debops-playbooks) | 487 | 89 | Python | 33 | Ansible playbooks used by DebOps project | 2017-12-11T17:27:11Z |
| 52 | [dHydra](https://github.com/Emptyset110/dHydra) | 484 | 268 | Python | 2 | 主要针对多数据源多策略实时计算的量化分析开发框架。提供新浪Level2等数据获取 | 2017-01-14T12:40:16Z |
| 53 | [elephant](https://github.com/not-kennethreitz/elephant) | 481 | 30 | Python | 3 | A persistent, full-text searchable key-value store. Powered by Flask, ElasticSearch, S3, and good intentions. | 2017-01-24T04:08:19Z |
| 54 | [salmon](https://github.com/lincolnloop/salmon) | 478 | 55 | Python | 3 | A simple monitoring system. | 2014-04-17T22:11:34Z |
| 55 | [roca](https://github.com/crocs-muni/roca) | 477 | 97 | Python | 4 | ROCA: Infineon RSA key vulnerability | 2023-10-19T11:55:34Z |
| 56 | [apt-vim](https://github.com/egalpin/apt-vim) | 477 | 35 | Python | 11 | Fully-automated, Cross-platform Plugin Manager for Vim | 2018-07-25T12:54:05Z |
| 57 | [imapfw](https://github.com/OfflineIMAP/imapfw) | 470 | 34 | Python | 4 | imapfw (IMAP/mail framework) | 2018-03-31T20:47:42Z |
| 58 | [ImageAlpha](https://github.com/kornelski/ImageAlpha) | 470 | 63 | Python | 13 | Mac GUI for pngquant, pngnq and posterizer | 2019-07-04T11:02:20Z |
| 59 | [docker-django](https://github.com/ruddra/docker-django) | 470 | 127 | Python | 0 | A complete docker package for django which is easy to understand and can be deployed anywhere(supports Data Science related libraries like numpy, scipy etc). | 2021-05-05T07:50:41Z |
| 60 | [django-uni-form](https://github.com/pydanny/django-uni-form) | 468 | 107 | Python | 6 | django-uni-form has been deprecated. Please use django-crispy-forms. Link provided in the README.rst | 2012-02-16T15:20:34Z |
| 61 | [uliweb](https://github.com/limodou/uliweb) | 467 | 95 | Python | 7 | Simple and easy use python web framework | 2021-07-04T01:20:42Z |
| 62 | [zmirror-onekey](https://github.com/aploium/zmirror-onekey) | 467 | 199 | Python | 22 | 一键部署zmirror镜像 | 2016-11-22T11:20:23Z |
| 63 | [readerisdead](https://github.com/mihaip/readerisdead) | 467 | 46 | Python | 2 | A collection of tools to help with the Google Reader shutdown. | 2018-07-02T07:26:13Z |
| 64 | [bleed-baidu-white](https://github.com/daimajia/bleed-baidu-white) | 466 | 109 | Python | 4 | 榨干百度网盘的剩余价值 | 2017-04-17T23:56:19Z |
| 65 | [django-secure](https://github.com/carljm/django-secure) | 466 | 34 | Python | 0 | This project was merged into Django 1.8, and is now unsupported and unmaintained as a third-party app. | 2020-03-31T23:31:09Z |
| 66 | [hammock](https://github.com/kadirpekel/hammock) | 465 | 43 | Python | 3 | rest like a boss | 2013-04-21T21:42:11Z |
| 67 | [grpc-opentracing](https://github.com/grpc-ecosystem/grpc-opentracing) | 463 | 98 | Python | 9 | OpenTracing is a set of consistent, expressive, vendor-neutral APIs for distributed tracing and context propagation | 2020-10-10T09:09:35Z |
| 68 | [AstroBuild](https://github.com/lhartikk/AstroBuild) | 463 | 23 | Python | 4 | Deploy based on the planet alignments | 2022-07-31T10:51:54Z |
| 69 | [SublimeLinter-jshint](https://github.com/SublimeLinter/SublimeLinter-jshint) | 462 | 48 | Python | 2 | SublimeLinter plugin for JavaScript, using jshint. | 2018-05-18T13:28:05Z |
| 70 | [orchestrating-docker](https://github.com/realpython/orchestrating-docker) | 462 | 154 | Python | 5 | None | 2020-07-27T00:11:35Z |
| 71 | [exxo](https://github.com/mbachry/exxo) | 460 | 13 | Python | 6 | Build portable Python binaries | 2023-01-26T18:13:26Z |
| 72 | [django-autofixture](https://github.com/gregmuellegger/django-autofixture) | 458 | 115 | Python | 19 | Can create auto-generated test data. | 2023-08-04T08:11:59Z |
| 73 | [fuqit](https://github.com/zedshaw/fuqit) | 457 | 40 | Python | 0 | The FuqIt Web Framework. Shit files into a dir, get some web. | 2016-12-21T18:18:07Z |
| 74 | [OWAPI](https://github.com/Fuyukai/OWAPI) | 457 | 74 | Python | 10 | Overwatch JSON API | 2020-09-24T17:15:07Z |
| 75 | [ka-lite](https://github.com/learningequality/ka-lite) | 456 | 309 | Python | 73 | KA Lite: lightweight web server for serving core Khan Academy content (videos and exercises) without needing internet connectivity | 2021-04-19T22:24:23Z |
| 76 | [flashbake](https://github.com/cmdln/flashbake) | 453 | 39 | Python | 3 | Scripts to gather information for including in version history comments and to make using source control a bit simpler for non-technical projects. | 2022-05-29T17:45:14Z |
| 77 | [libpebble](https://github.com/Hexxeh/libpebble) | 450 | 110 | Python | 15 | Interact with your Pebble from any device | 2022-01-30T03:11:37Z |
| 78 | [py-mysql2pgsql](https://github.com/philipsoutham/py-mysql2pgsql) | 449 | 168 | Python | 36 | Tool for migrating/converting from mysql to postgresql. | 2021-08-04T07:21:04Z |
| 79 | [lifter](https://github.com/agateblue/lifter) | 449 | 17 | Python | 7 | A generic query engine, inspired by Django ORM | 2022-01-21T17:27:12Z |
| 80 | [HamlPy](https://github.com/jessemiller/HamlPy) | 445 | 94 | Python | 30 | A converter of HAML like templates into Django templates. | 2023-03-02T08:58:40Z |
| 81 | [kaggle_pbr](https://github.com/emanuele/kaggle_pbr) | 441 | 206 | Python | 1 | My best submission to the Kaggle competition "Predicting a Biological Response", ranked 17th over 711 teams. | 2016-07-19T09:54:06Z |
| 82 | [spotify-connect-web](https://github.com/Fornoth/spotify-connect-web) | 435 | 67 | Python | 45 | None | 2018-01-23T04:14:19Z |
| 83 | [unirest-python](https://github.com/Kong/unirest-python) | 432 | 153 | Python | 19 | Unirest in Python: Simplified, lightweight HTTP client library. | 2021-09-15T14:48:11Z |
| 84 | [BeautifulReport](https://github.com/TesterlifeRaymond/BeautifulReport) | 430 | 235 | Python | 24 | 适用于unittest自动化测试的可视化报告 | 2021-09-08T09:06:36Z |
| 85 | [Tag](https://github.com/titoBouzout/Tag) | 430 | 62 | Python | 0 | Collection of packages about HTML/XML tags. | 2018-09-06T19:48:25Z |
| 86 | [deoplete-go](https://github.com/deoplete-plugins/deoplete-go) | 430 | 28 | Python | 8 | Asynchronous Go completion for Neovim. deoplete source for Go. | 2021-03-30T00:17:59Z |
| 87 | [ZhihuHelp_archived](https://github.com/YaoZeyuan/ZhihuHelp_archived) | 428 | 135 | Python | 21 | (停止维护)快速将知乎内容转换为epub电子书, 请移步https://github.com/YaoZeyuan/zhihuhelp_with_node | 2017-07-09T07:12:57Z |
| 88 | [newrelic-plugin-agent](https://github.com/MeetMe/newrelic-plugin-agent) | 425 | 269 | Python | 189 | Multi-Plugin python-based Agent for NewRelic's Platform | 2021-03-03T04:50:26Z |
| 89 | [Pykov](https://github.com/riccardoscalco/Pykov) | 425 | 42 | Python | 8 | Pykov is a Python module on finite regular Markov chains. | 2017-10-16T14:29:45Z |
| 90 | [kitty](https://github.com/cisco-sas/kitty) | 424 | 102 | Python | 9 | Fuzzing framework written in python | 2022-10-18T12:21:08Z |
| 91 | [libfitbit](https://github.com/openyou/libfitbit) | 421 | 65 | Python | 27 | Library for accessing and transfering data from the Fitbit health device | 2017-11-14T20:30:49Z |
| 92 | [etlpy](https://github.com/ferventdesert/etlpy) | 416 | 169 | Python | 6 | a smart stream-like crawler & etl python library | 2019-08-23T10:10:18Z |
| 93 | [django-nvd3](https://github.com/areski/django-nvd3) | 415 | 122 | Python | 34 | Django wrapper for nvd3 - It's time for beautiful charts | 2020-09-03T09:45:15Z |
| 94 | [fabric-bolt](https://github.com/fabric-bolt/fabric-bolt) | 415 | 113 | Python | 25 | Fabric deployments via a web interface | 2022-11-22T01:44:13Z |
| 95 | [halite](https://github.com/vmware-archive/halite) | 414 | 121 | Python | 0 | DEPRECATED: A client-side web application interface to a running Salt infrastructure | 2015-07-10T16:32:30Z |
| 96 | [forge](https://github.com/datawire/forge) | 414 | 44 | Python | 75 | Define and run multi-container apps in Kubernetes | 2019-02-20T15:28:33Z |
| 97 | [FPN_Tensorflow](https://github.com/yangxue0827/FPN_Tensorflow) | 413 | 150 | Python | 46 | A Tensorflow implementation of FPN detection framework. | 2019-02-24T01:35:01Z |
| 98 | [istio-workshop](https://github.com/retroryan/istio-workshop) | 412 | 261 | Python | 1 | Istio Workshop | 2019-09-18T19:31:54Z |
| 99 | [WireLurkerDetector](https://github.com/PaloAltoNetworks/WireLurkerDetector) | 412 | 74 | Python | 7 | Script for detecting the WireLurker malware family | 2022-08-15T17:07:39Z |
| 100 | [syncnet](https://github.com/jminardi/syncnet) | 409 | 25 | Python | 5 | A decentralized browser | 2014-05-15T06:32:05Z |