non-iid
There are 19 repositories under non-iid topic.
chaoyanghe/Awesome-Federated-Learning
FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
TsingZ0/PFLlib
37 traditional FL (tFL) or personalized FL (pFL) algorithms, 3 scenarios, and 20 datasets.
weimingwill/awesome-federated-learning
All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
microsoft/PersonalizedFL
Personalized federated learning codebase for research
TsingZ0/FedALA
AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning
monk1337/Aweome-Heathcare-Federated-Learning
A curated list of Federated Learning papers/articles and recent advancements.
c-gabri/Federated-Learning-PyTorch
PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visual classification. Client distributions are synthesized with arbitrary non-identicalness and imbalance (Dirichlet priors). Client systems can be arbitrarily heterogeneous. Several mobile-friendly models are provided
AmanPriyanshu/Federated-Recommendation-Neural-Collaborative-Filtering
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 federate this recommendation system.
baolongnguyenmac/fl-ml
This is official code for ACIIDS2022 paper "Meta-learning and Personalization layer in Federated learning"
jessijzhao/FedCD
FedCD: Improving Performance in non-IID Federated Learning
yuweisunn/homogeneous-learning-tensorflow
This is a Tensorflow implementation of the paper Homogeneous Learning: Self-Attention Decentralized Deep Learning.
aadityarock2000/Federated_Flower
Implementation of Federated Learning using the Flower Framework
jyaacoub/FL-ViT
Looking at optimizing the performance of Vision Transformers under a federated learning environment
luisoala/non-iid-ssdl
A systematic approach to class distribution mismatch in semi-supervised learning using deep dataset dissimilarity measures
Abtinmy/Clustered-FL-BrainAGE
Official implementation of paper "Brain Age Estimation Using Structural MRI: A Clustered Federated Learning Approach"
codymlewis/hypno
Just a casual project that provides a minor solution to the distributed learning of block non-i.i.d. data
vishnux/SecureShare
Federated Learning for Sentiment Analysis
bramvandartel/MIA-IFL
Membership Inference Attacks on Imbalanced Federated Learning setups