这儿为你准备了众多免费好用的ChatGPT镜像站点，当前100+站点

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Implementation of FedAvg, FedProx and qFedAvg using PyTorch

[AAAI'22]FedProto: Federated Prototype Learning across Heterogeneous Clients

The origin of the Non-IID phenomenon is the personalization of users, who generate the Non-IID data. With Non-IID (Not Independent and Identically Distributed) issues existing in the federated lear…

Implementation of SCAFFOLD: Stochastic Controlled Averaging for Federated Learning

Tutorials and paper lists for federated learning

An open framework for Federated Learning.

federated learning optimization

A MNIST-like fashion product database. Benchmark 👇

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

Study of data imbalance and asynchronous aggregation algorithm on Federated Learning system (using PySyft)

Paper collection of federated learning. Conferences and Journals Collection for Federated Learning from 2019 to 2021, Accepted Papers, Hot topics and good research groups. Paper summary

Federated Optimization in Heterogeneous Networks (MLSys '20)

Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切：论文、代码、框架与库

[ICLR'21] FedBN: Federated Learning on Non-IID Features via Local Batch Normalization

FlexCFL: A clustered federated learning framework based on TF2.0. Support frameworks: FlexCFL, FedGroup, FedAvg, IFCA, FeSEM, et al.

An unofficial PyTorch implementation of a federated learning algorithm, FedAvg.

目前GZHU能用的MentoHUST（适用于 MT7620 似乎在openwrt上会出现二进制文件no found的问题，PandoraBox上可用正常使用）

联邦学习

Federated Learning Library: https://fedml.ai

Code for the paper "Calibrating Deep Neural Networks using Focal Loss"

CS525 Group research Paper. A central server uses network topology/clustering algorithm to assign clusters for workers. A special aggregator device is selected to enable hierarchical learning, lead…

SCAFFOLD and FedAvg implementation

Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration (CVPR 2019 Oral)

基于Vue3 + Element Plus 的后台管理系统解决方案

Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习