MikettMike's repositories
Awesome-Federated-Learning-on-Graph-and-Tabular-Data
Federated learning on graph and tabular data related papers, frameworks, and datasets.
Awesome-GNN-Research
My future research
FedALA
AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning
FedAvg
Implement FedAvg algorithm based on Tensorflow
FedBABU
ICLR 2022, "FedBABU: Toward Enhanced Representation for Federated Image Classification"
FederatedScope
An easy-to-use federated learning platform
fedsage
Code for Subgraph Federated Learning with Missing Neighbor Generation (NeurIPS 2021)
MaKEr
Source code for the IJCAI 2022 paper "Meta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated Setting"
MAML-Pytorch
Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)
ml-visuals
🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.
MTFL-For-Personalised-DNNs
Code for 'Multi-Task Federated Learning for Personalised Deep Neural Networks in Edge Computing', published in IEEE TPDS.
PersonalizedFL
Personalized federated learning codebase for research
PFL-Non-IID
Personalized federated learning simulation platform with non-IID and unbalanced dataset
pytorch_resnet_cifar10
Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.