Name		Name	Last commit message	Last commit date
parent directory ..
AutonomousDriving		AutonomousDriving
FeTS2021		FeTS2021
FederatedEMNIST		FederatedEMNIST
ImageNet		ImageNet
Landmarks		Landmarks
MNIST		MNIST
NUS_WIDE		NUS_WIDE
UCI		UCI
cifar10		cifar10
cifar100		cifar100
cinic10		cinic10
edge_case_examples		edge_case_examples
fed_cifar100		fed_cifar100
fed_shakespeare		fed_shakespeare
fednlp		fednlp
lending_club_loan		lending_club_loan
reddit		reddit
shakespeare		shakespeare
stackoverflow		stackoverflow
stackoverflow_lr		stackoverflow_lr
stackoverflow_nwp		stackoverflow_nwp
synthetic_0.5_0.5		synthetic_0.5_0.5
synthetic_0_0		synthetic_0_0
synthetic_1_1		synthetic_1_1
utils		utils
README.md		README.md
__init__.py		__init__.py
data_loader.py		data_loader.py
data_loader_cross_silo.py		data_loader_cross_silo.py
file_operation.py		file_operation.py

README.md

Dataset

FedML framework provides APIs or references of various dataset for users to do experiments on.

CV

MNIST
cifar10
cifar100
fed_cifar100
fed_emnist
cinic10
ImageNet
Landmarks

NLP

shakespeare
fed_shakespeare
stackoverflow

Transportation

AutonomousDriving

Finance

lending_club_loan
NUS_WIDE

Other

UCI
Synthetic
edge_case_examples (tailored for paper "Attack of the Tails: Yes, You Really Can Backdoor Federated Learning")