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37 traditional FL (tFL) or personalized FL (pFL) algorithms, 3 scenarios, and 24 datasets. www.pfllib.com/
Simulation of federative learning on single gpu. Realization of gradient quantization for I/O & Network optimization
Python code for paper "Lazily Aggregated Quantized Gradient Innovation for Communication-Efficient Federated Learning"
整理一些书籍 ,包含 C&C++ 、git 、Java、Keras 、Linux 、NLP 、Python 、Scala 、TensorFlow 、大数据 、推荐系统、数据库、数据挖掘 、机器学习 、深度学习 、算法等。
📒《统计学习方法-李航: 笔记-从原理到实现，基于R语言》200页PDF，各种手推公式细节讲解，R语言实现. 🎉🎉
📚 Freely available programming books
30 days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than100 days, follow your own pace. These videos ma…
程序员在家做饭方法指南。Programmer's guide about how to cook at home (Simplified Chinese only).
《Hello 算法》：动画图解、一键运行的数据结构与算法教程。支持 Python, Java, C++, C, C#, JS, Go, Swift, Rust, Ruby, Kotlin, TS, Dart 代码。简体版和繁体版同步更新，English version ongoing
《Pytorch实用教程》（第二版）无论是零基础入门，还是CV、NLP、LLM项目应用，或是进阶工程化部署落地，在这里都有。相信在本书的帮助下，读者将能够轻松掌握 PyTorch 的使用，成为一名优秀的深度学习工程师。
RT-Thread is an open source IoT Real-Time Operating System (RTOS).
Open source materials for a novel structured legged robot, including mechanical design, electronic design, algorithm simulation, and software development. | 一个新型结构的轮腿机器人开源资料，包含机械设计、电子设计、算法仿真、软件开发等材料
A free weekly newsletter featuring noteworthy articles, tutorials, open-source projects, podcasts, videos, trending topics, and more.Python 潮流周刊，分享文章、教程、开源项目、软件工具、播客和视频、热门话题等内容。
坚持分享 GitHub 上高质量、有趣实用的开源技术教程、开发者工具、编程网站、技术资讯。A list cool, interesting projects of GitHub.
A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.
Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著
Piccolo (formerly Pilot) – mini game engine for games104