Implementation of the KLMS framework by the authors of the AISTATS 2024 paper "Adaptive Compression in Federated Learning via Side Information".

Basic Machine Learning implementation with python

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Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.

Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond

FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai

Source code for MLSys 2022 submission "LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning"

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分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level open source projects on GitHub.

为考研准备的一些关于数据结构与算法的知识点总结，也可以用来为刷题准备一些算法基础。主要参考清华邓俊晖老师的课件以及上海科技大学算法课课件。

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Matlab Coding homework for Machine Learning