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Github Ranking
Top 100 Stars in Python
| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
|---|---|---|---|---|---|---|---|
| 1 | Python | 159762 | 40274 | Python | 29 | All Algorithms implemented in Python | 2023-06-12T22:09:46Z |
| 2 | transformers | 103682 | 20913 | Python | 583 | 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX. | 2023-06-12T22:12:02Z |
| 3 | Open-Assistant | 33792 | 2931 | Python | 306 | OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so. | 2023-06-13T01:54:15Z |
| 4 | ccxt | 28429 | 6981 | Python | 779 | A JavaScript / TypeScript / Python / C# / PHP cryptocurrency trading API with support for more than 100 bitcoin/altcoin exchanges | 2023-06-13T02:51:55Z |
| 5 | spaCy | 26353 | 4138 | Python | 74 | 💫 Industrial-strength Natural Language Processing (NLP) in Python | 2023-06-12T15:12:25Z |
| 6 | django-rest-framework | 25707 | 6608 | Python | 77 | Web APIs for Django. 🎸 | 2023-06-12T19:28:00Z |
| 7 | linkedin-skill-assessments-quizzes | 25152 | 13201 | Python | 69 | 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 | 2023-06-12T19:32:40Z |
| 8 | algo | 21962 | 6963 | 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 |
| 9 | celery | 21686 | 4494 | Python | 561 | Distributed Task Queue (development branch) | 2023-06-12T17:34:41Z |
| 10 | jumpserver | 20700 | 4900 | Python | 185 | 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。 | 2023-06-13T02:04:06Z |
| 11 | gpt-2 | 19343 | 4956 | Python | 119 | Code for the paper "Language Models are Unsupervised Multitask Learners" | 2023-06-02T09:33:46Z |
| 12 | modern-cpp-features | 16866 | 1859 | Python | 7 | A cheatsheet of modern C++ language and library features. | 2023-03-18T18:08:31Z |
| 13 | luigi | 16574 | 2373 | Python | 88 | 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. | 2023-05-09T08:37:29Z |
| 14 | rasa | 16530 | 4364 | 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 | 2023-06-12T22:27:51Z |
| 15 | pyspider | 15917 | 3675 | Python | 270 | A Powerful Spider(Web Crawler) System in Python. | 2023-04-16T12:41:59Z |
| 16 | pydantic | 14054 | 1267 | Python | 264 | Data validation using Python type hints | 2023-06-12T21:59:41Z |
| 17 | tensor2tensor | 13745 | 3288 | Python | 574 | Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research. | 2023-06-02T18:55:09Z |
| 18 | wxpy | 13515 | 2371 | 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 |
| 19 | Hello-Python | 13415 | 886 | Python | 8 | 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... | 2023-04-01T06:34:48Z |
| 20 | salt | 13274 | 5423 | Python | 2514 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here: | 2023-06-12T23:01:48Z |
| 21 | ChatPaper | 12691 | 1389 | Python | 47 | Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文总结+润色+审稿+审稿回复 | 2023-06-09T07:57:18Z |
| 22 | nltk | 12025 | 2747 | Python | 231 | NLTK Source | 2023-06-09T21:59:21Z |
| 23 | pyxel | 12003 | 765 | Python | 16 | A retro game engine for Python | 2023-05-26T12:38:19Z |
| 24 | Zappa | 11891 | 1253 | Python | 604 | Serverless Python | 2023-03-23T13:59:31Z |
| 25 | dgl | 11859 | 2836 | Python | 321 | Python package built to ease deep learning on graph, on top of existing DL frameworks. | 2023-06-13T02:51:08Z |
| 26 | clip-as-service | 11654 | 2030 | Python | 266 | 🏄 Embed/reason/rank images and sentences with CLIP models | 2023-06-13T02:15:19Z |
| 27 | mycli | 10928 | 648 | Python | 184 | A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting. | 2023-05-21T07:56:59Z |
| 28 | stylegan2 | 10445 | 2497 | Python | 0 | StyleGAN2 - Official TensorFlow Implementation | 2023-04-03T22:07:58Z |
| 29 | pyodide | 10137 | 660 | Python | 345 | Pyodide is a Python distribution for the browser and Node.js based on WebAssembly | 2023-06-13T01:36:30Z |
| 30 | faceai | 10120 | 2452 | Python | 33 | 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 |
| 31 | Statistical-Learning-Method_Code | 9774 | 2766 | Python | 14 | 手写实现李航《统计学习方法》书中全部算法 | 2023-06-10T16:35:58Z |
| 32 | thumbor | 9512 | 810 | Python | 8 | thumbor is an open-source photo thumbnail service by globo.com | 2023-06-09T22:33:58Z |
| 33 | word_cloud | 9494 | 2301 | Python | 85 | A little word cloud generator in Python | 2023-05-18T17:56:40Z |
| 34 | portia | 8883 | 1411 | Python | 112 | Visual scraping for Scrapy | 2023-03-17T09:36:58Z |
| 35 | maigret | 8591 | 646 | Python | 137 | 🕵️♂️ Collect a dossier on a person by username from thousands of sites | 2023-06-05T00:42:43Z |
| 36 | fail2ban | 8308 | 1141 | Python | 133 | Daemon to ban hosts that cause multiple authentication errors | 2023-06-10T12:15:52Z |
| 37 | robotframework | 8104 | 2134 | Python | 249 | Generic automation framework for acceptance testing and RPA | 2023-06-12T09:39:46Z |
| 38 | Telethon | 7886 | 1255 | Python | 31 | Pure Python 3 MTProto API Telegram client library, for bots too! | 2023-06-09T15:48:11Z |
| 39 | DAIN | 7871 | 830 | Python | 74 | Depth-Aware Video Frame Interpolation (CVPR 2019) | 2023-02-13T12:40:12Z |
| 40 | attention-is-all-you-need-pytorch | 7572 | 1800 | Python | 59 | A PyTorch implementation of the Transformer model in "Attention is All You Need". | 2023-04-28T00:44:02Z |
| 41 | yewtube | 7533 | 643 | Python | 192 | yewtube, forked from mps-youtube , is a Terminal based YouTube player and downloader. No Youtube API key required. | 2023-04-22T16:39:23Z |
| 42 | microk8s | 7470 | 724 | Python | 251 | MicroK8s is a small, fast, single-package Kubernetes for developers, IoT and edge. | 2023-06-12T06:42:42Z |
| 43 | PythonPark | 7311 | 1340 | Python | 1 | 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。 | 2023-05-29T06:36:18Z |
| 44 | RobustVideoMatting | 7153 | 961 | Python | 83 | Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML! | 2023-05-02T11:13:11Z |
| 45 | PaddleGAN | 7010 | 1174 | Python | 236 | 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. | 2023-06-08T12:00:22Z |
| 46 | BayesianOptimization | 6837 | 1446 | Python | 11 | A Python implementation of global optimization with gaussian processes. | 2023-05-25T17:26:06Z |
| 47 | hacktricks | 6666 | 1987 | Python | 17 | 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. | 2023-06-13T00:36:57Z |
| 48 | ngxtop | 6393 | 480 | Python | 45 | Real-time metrics for nginx server | 2022-10-06T19:58:56Z |
| 49 | tianshou | 6383 | 991 | Python | 58 | An elegant PyTorch deep reinforcement learning library. | 2023-06-10T22:59:37Z |
| 50 | face-alignment | 6327 | 1287 | Python | 62 | 🔥 2D and 3D Face alignment library build using pytorch | 2023-06-06T12:53:09Z |
| 51 | baselines | 14472 | 4700 | Python | 407 | OpenAI Baselines: high-quality implementations of reinforcement learning algorithms | 2023-04-02T11:36:25Z |
| 52 | Hitomi-Downloader | 14404 | 1492 | Python | 2258 | 🍰 Desktop utility to download images/videos/music/text from various websites, and more. | 2023-06-03T04:03:45Z |
| 53 | vit-pytorch | 14353 | 2375 | Python | 102 | Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch | 2023-05-20T15:24:58Z |
| 54 | pydantic | 14054 | 1267 | Python | 264 | Data validation using Python type hints | 2023-06-12T21:59:41Z |
| 55 | tensor2tensor | 13745 | 3288 | Python | 574 | Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research. | 2023-06-02T18:55:09Z |
| 56 | GHunt | 13729 | 1157 | Python | 11 | 🕵️♂️ Offensive Google framework. | 2023-06-10T05:48:07Z |
| 57 | imgaug | 13579 | 2381 | Python | 277 | Image augmentation for machine learning experiments. | 2023-04-13T17:44:10Z |
| 58 | wxpy | 13515 | 2371 | 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 |
| 59 | awesome-oss-alternatives | 13488 | 714 | Python | 5 | Awesome list of open-source startup alternatives to well-known SaaS products 🚀 | 2023-06-10T13:57:56Z |
| 60 | Hello-Python | 13415 | 886 | Python | 8 | 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... | 2023-04-01T06:34:48Z |
| 61 | chatgpt-on-wechat | 13370 | 3771 | Python | 97 | 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。 | 2023-06-12T06:25:19Z |
| 62 | ChatterBot | 13340 | 4318 | Python | 330 | ChatterBot is a machine learning, conversational dialog engine for creating chat bots | 2023-05-09T20:41:01Z |
| 63 | salt | 13274 | 5423 | Python | 2514 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here: | 2023-06-12T23:01:48Z |
| 64 | mackup | 13258 | 913 | Python | 282 | Keep your application settings in sync (OS X/Linux) | 2023-06-02T20:10:31Z |
| 65 | facenet | 13089 | 4801 | Python | 495 | Face recognition using Tensorflow | 2023-03-25T00:05:44Z |
| 66 | searx | 12912 | 1725 | Python | 301 | Privacy-respecting metasearch engine | 2023-06-07T04:42:04Z |
| 67 | unilm | 12724 | 1863 | Python | 336 | Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities | 2023-06-12T21:53:26Z |
| 68 | ChatPaper | 12691 | 1389 | Python | 47 | Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文总结+润色+审稿+审稿回复 | 2023-06-09T07:57:18Z |
| 69 | learn_python3_spider | 12556 | 3117 | 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 |
| 70 | examples-of-web-crawlers | 12131 | 3642 | Python | 15 | 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 |
| 71 | nltk | 12025 | 2747 | Python | 231 | NLTK Source | 2023-06-09T21:59:21Z |
| 72 | pyxel | 12003 | 765 | Python | 16 | A retro game engine for Python | 2023-05-26T12:38:19Z |
| 73 | Zappa | 11891 | 1253 | Python | 604 | Serverless Python | 2023-03-23T13:59:31Z |
| 74 | dgl | 11859 | 2836 | Python | 321 | Python package built to ease deep learning on graph, on top of existing DL frameworks. | 2023-06-13T02:51:08Z |
| 75 | spotify-downloader | 11854 | 1277 | Python | 15 | Download your Spotify playlists and songs along with album art and metadata (from YouTube if a match is found). | 2023-06-12T22:53:03Z |
| 76 | PaddleHub | 11828 | 2059 | Python | 546 | Awesome pre-trained models toolkit based on PaddlePaddle. (400+ models including Image, Text, Audio, Video and Cross-Modal with Easy Inference & Serving) | 2023-06-06T10:02:26Z |
| 77 | PySimpleGUI | 11709 | 1736 | Python | 717 | 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 | 2023-06-09T10:31:31Z |
| 78 | clip-as-service | 11654 | 2030 | Python | 266 | 🏄 Embed/reason/rank images and sentences with CLIP models | 2023-06-13T02:15:19Z |
| 79 | dvc | 11630 | 1063 | Python | 564 | 🦉 Data Version Control | Git for Data & Models | ML Experiments Management | 2023-06-13T02:57:37Z |
| 80 | redis-py | 11546 | 2376 | Python | 162 | Redis Python Client | 2023-06-08T14:34:26Z |
| 81 | awesome-aws | 11538 | 1612 | 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 |
| 82 | dask | 11096 | 1629 | Python | 757 | Parallel computing with task scheduling | 2023-06-12T23:44:25Z |
| 83 | ChuanhuChatGPT | 11077 | 1722 | Python | 53 | GUI for ChatGPT API and many LLMs | 2023-06-10T09:31:52Z |
| 84 | mycli | 10928 | 648 | Python | 184 | A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting. | 2023-05-21T07:56:59Z |
| 85 | Pillow | 10892 | 2052 | Python | 82 | Python Imaging Library (Fork) | 2023-06-12T22:36:48Z |
| 86 | moviepy | 10541 | 1380 | Python | 316 | Video editing with Python | 2023-05-26T02:38:21Z |
| 87 | stylegan2 | 10445 | 2497 | Python | 0 | StyleGAN2 - Official TensorFlow Implementation | 2023-04-03T22:07:58Z |
| 88 | pyodide | 10137 | 660 | Python | 345 | Pyodide is a Python distribution for the browser and Node.js based on WebAssembly | 2023-06-13T01:36:30Z |
| 89 | faceai | 10120 | 2452 | Python | 33 | 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 |
| 90 | abu | 10046 | 3493 | Python | 0 | 阿布量化交易系统(股票，期权，期货，比特币，机器学习) 基于python的开源量化交易，量化投资架构 | 2023-03-01T14:31:45Z |
| 91 | theZoo | 9801 | 2387 | 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 |
| 92 | Statistical-Learning-Method_Code | 9774 | 2766 | Python | 14 | 手写实现李航《统计学习方法》书中全部算法 | 2023-06-10T16:35:58Z |
| 93 | mlc-llm | 9767 | 630 | Python | 88 | Enable everyone to develop, optimize and deploy AI models natively on everyone's devices. | 2023-06-13T02:36:49Z |
| 94 | amazing-qr | 9712 | 1525 | Python | 51 | 💮 amazing QRCode generator in Python (supporting animated gif) - Python amazing 二维码生成器（支持 gif 动态图片二维码） | 2023-04-14T19:39:22Z |
| 95 | thumbor | 9512 | 810 | Python | 8 | thumbor is an open-source photo thumbnail service by globo.com | 2023-06-09T22:33:58Z |
| 96 | word_cloud | 9494 | 2301 | Python | 85 | A little word cloud generator in Python | 2023-05-18T17:56:40Z |
| 97 | scientific-visualization-book | 9415 | 909 | Python | 17 | An open access book on scientific visualization using python and matplotlib | 2023-05-22T14:24:59Z |
| 98 | bpytop | 9393 | 374 | Python | 73 | Linux/OSX/FreeBSD resource monitor | 2022-03-06T14:22:47Z |
| 99 | PaddleNLP | 9373 | 2490 | Python | 398 | 👑 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. | 2023-06-12T14:18:41Z |
| 100 | jinja | 9293 | 1564 | Python | 52 | A very fast and expressive template engine. | 2023-06-06T16:31:04Z |