non-iid topic

All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.

weimingwill

We expose this user-friendly algorithm library (with an integrated evaluation platform) for beginners who intend to start federated learning (FL) study

TsingZ0

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

chaoyanghe

Personalized federated learning codebase for research

microsoft

A curated list of Federated Learning papers/articles and recent advancements.

monk1337

PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visual classification. Client distributions are synthesized with arb...

c-gabri

AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning

TsingZ0

Federated Neural Collaborative Filtering (FedNCF). Neural Collaborative Filtering utilizes the flexibility, complexity, and non-linearity of Neural Network to build a recommender system. Aim to federa...

AmanPriyanshu

This is official code for ACIIDS2022 paper "Meta-learning and Personalization layer in Federated learning"

baolongnguyenmac