Index

A

accuracy() (in module fedgraph.train_func)

AggreGCN (class in fedgraph.gnn_models)

B

broadcast_params() (fedgraph.server_class.Server method)

C

community_partition_non_iid() (in module fedgraph.utils)

F

federated_data_loader() (in module fedgraph.utils) FedGCN_Train() (in module fedgraph.federated_methods) fedgraph.data_process module fedgraph.federated_methods module fedgraph.gnn_models module fedgraph.server_class module

fedgraph.train_func module fedgraph.trainer_class module fedgraph.utils module forward() (fedgraph.gnn_models.AggreGCN method) (fedgraph.gnn_models.GCN method) (fedgraph.gnn_models.GCN_arxiv method) (fedgraph.gnn_models.GCN_products method) (fedgraph.gnn_models.SAGE_products method)

G

GCN (class in fedgraph.gnn_models) GCN_arxiv (class in fedgraph.gnn_models) GCN_products (class in fedgraph.gnn_models) get_1hop_feature_sum() (in module fedgraph.utils)

get_all_loss_accuray() (fedgraph.trainer_class.Trainer_General method) get_in_comm_indexes() (in module fedgraph.utils) get_local_feature_sum() (fedgraph.trainer_class.Trainer_General method) get_params() (fedgraph.trainer_class.Trainer_General method) get_rank() (fedgraph.trainer_class.Trainer_General method)

I

increment_dir() (in module fedgraph.utils)

intersect1d() (in module fedgraph.utils)

L

label_dirichlet_partition() (in module fedgraph.utils) load_data() (in module fedgraph.data_process)

load_feature_aggregation() (fedgraph.trainer_class.Trainer_General method) local_test() (fedgraph.trainer_class.Trainer_General method)

M

model (fedgraph.server_class.Server attribute) module fedgraph.data_process fedgraph.federated_methods fedgraph.gnn_models fedgraph.server_class fedgraph.train_func fedgraph.trainer_class fedgraph.utils

N

normalize() (in module fedgraph.data_process)

num_of_trainers (fedgraph.server_class.Server attribute)

P

parse_index_file() (in module fedgraph.data_process)

R

relabel_adj() (fedgraph.trainer_class.Trainer_General method) reset_parameters() (fedgraph.gnn_models.AggreGCN method) (fedgraph.gnn_models.GCN method) (fedgraph.gnn_models.GCN_arxiv method) (fedgraph.gnn_models.GCN_products method) (fedgraph.gnn_models.SAGE_products method)

S

SAGE_products (class in fedgraph.gnn_models)

Server (class in fedgraph.server_class) setdiff1d() (in module fedgraph.utils)

T

test() (in module fedgraph.train_func) train() (fedgraph.server_class.Server method) (fedgraph.trainer_class.Trainer_General method) (in module fedgraph.train_func)

Trainer_General (class in fedgraph.trainer_class) trainers (fedgraph.server_class.Server attribute)

U

update_params() (fedgraph.trainer_class.Trainer_General method)

Z

zero_params() (fedgraph.server_class.Server method)