Index

_

__init__() (openfgl.flcore.adafgl.client.AdaFGLClient method) (openfgl.flcore.adafgl.server.AdaFGLServer method) (openfgl.flcore.base.BaseClient method) (openfgl.flcore.base.BaseServer method) (openfgl.flcore.fedavg.client.FedAvgClient method) (openfgl.flcore.fedavg.server.FedAvgServer method) (openfgl.flcore.feddc.client.FedDCClient method) (openfgl.flcore.feddc.server.FedDCServer method) (openfgl.flcore.feddep.client.FedDEPClient method) (openfgl.flcore.feddep.server.FedDEPEServer method) (openfgl.flcore.fedgl.client.FedGLClient method) (openfgl.flcore.fedgl.server.FedGLServer method) (openfgl.flcore.fedgta.client.FedGTAClient method) (openfgl.flcore.fedgta.server.FedGTAServer method) (openfgl.flcore.fedproto.client.FedProtoClient method) (openfgl.flcore.fedproto.server.FedProtoServer method) (openfgl.flcore.fedprox.client.FedProxClient method) (openfgl.flcore.fedprox.server.FedProxServer method) (openfgl.flcore.fedstar.client.FedStarClient method) (openfgl.flcore.fedstar.server.FedStarServer method) (openfgl.flcore.fedtad.client.FedTADClient method) (openfgl.flcore.fedtad.server.FedTADServer method) (openfgl.flcore.fedtgp.client.FedTGPClient method) (openfgl.flcore.fedtgp.server.FedTGPServer method) (openfgl.flcore.fggp.client.FGGPClient method) (openfgl.flcore.fggp.server.FGGPServer method) (openfgl.flcore.gcfl_plus.client.GCFLPlusClient method) (openfgl.flcore.gcfl_plus.server.GCFLPlusServer method) (openfgl.flcore.isolate.client.IsolateClient method) (openfgl.flcore.isolate.server.IsolateServer method) (openfgl.flcore.moon.client.MoonClient method) (openfgl.flcore.moon.server.MoonServer method) (openfgl.flcore.scaffold.client.ScaffoldClient method) (openfgl.flcore.scaffold.server.ScaffoldServer method)

A

adafgl_postprocess() (openfgl.flcore.adafgl.client.AdaFGLClient method)

AdaFGLClient (class in openfgl.flcore.adafgl.client) AdaFGLServer (class in openfgl.flcore.adafgl.server)

B

BaseClient (class in openfgl.flcore.base)

BaseServer (class in openfgl.flcore.base) BaseTask (class in openfgl.task.base)

C

compute_max_update_norm() (openfgl.flcore.gcfl_plus.server.GCFLPlusServer method)

compute_mean_update_norm() (openfgl.flcore.gcfl_plus.server.GCFLPlusServer method) compute_pairwise_distances() (openfgl.flcore.gcfl_plus.server.GCFLPlusServer method)

D

default_loss_fn (openfgl.task.base.BaseTask property) (openfgl.task.graph_cls.GraphClsTask property) (openfgl.task.link_pred.LinkPredTask property) (openfgl.task.node_cls.NodeClsTask property) (openfgl.task.node_clust.NodeClustTask property) default_model (openfgl.task.base.BaseTask property) (openfgl.task.graph_cls.GraphClsTask property) (openfgl.task.link_pred.LinkPredTask property) (openfgl.task.node_cls.NodeClsTask property) (openfgl.task.node_clust.NodeClustTask property)

default_optim (openfgl.task.base.BaseTask property) (openfgl.task.graph_cls.GraphClsTask property) (openfgl.task.link_pred.LinkPredTask property) (openfgl.task.node_cls.NodeClsTask property) (openfgl.task.node_clust.NodeClustTask property) default_train_val_test_split (openfgl.task.base.BaseTask property) (openfgl.task.graph_cls.GraphClsTask property) (openfgl.task.link_pred.LinkPredTask property) (openfgl.task.node_cls.NodeClsTask property) (openfgl.task.node_clust.NodeClustTask property)

E

evaluate() (openfgl.task.base.BaseTask method) (openfgl.task.graph_cls.GraphClsTask method) (openfgl.task.link_pred.LinkPredTask method) (openfgl.task.node_cls.NodeClsTask method) (openfgl.task.node_clust.NodeClustTask method) execute() (openfgl.flcore.adafgl.client.AdaFGLClient method) (openfgl.flcore.adafgl.server.AdaFGLServer method) (openfgl.flcore.base.BaseClient method) (openfgl.flcore.base.BaseServer method) (openfgl.flcore.fedavg.client.FedAvgClient method) (openfgl.flcore.fedavg.server.FedAvgServer method) (openfgl.flcore.feddc.client.FedDCClient method) (openfgl.flcore.feddc.server.FedDCServer method) (openfgl.flcore.feddep.client.FedDEPClient method) (openfgl.flcore.feddep.server.FedDEPEServer method) (openfgl.flcore.fedgl.client.FedGLClient method) (openfgl.flcore.fedgl.server.FedGLServer method) (openfgl.flcore.fedgta.client.FedGTAClient method) (openfgl.flcore.fedgta.server.FedGTAServer method) (openfgl.flcore.fedproto.client.FedProtoClient method) (openfgl.flcore.fedproto.server.FedProtoServer method) (openfgl.flcore.fedprox.client.FedProxClient method) (openfgl.flcore.fedprox.server.FedProxServer method) (openfgl.flcore.fedstar.client.FedStarClient method) (openfgl.flcore.fedstar.server.FedStarServer method) (openfgl.flcore.fedtad.client.FedTADClient method) (openfgl.flcore.fedtad.server.FedTADServer method) (openfgl.flcore.fedtgp.client.FedTGPClient method) (openfgl.flcore.fedtgp.server.FedTGPServer method) (openfgl.flcore.fggp.client.FGGPClient method) (openfgl.flcore.fggp.server.FGGPServer method) (openfgl.flcore.gcfl_plus.client.GCFLPlusClient method) (openfgl.flcore.gcfl_plus.server.GCFLPlusServer method) (openfgl.flcore.isolate.client.IsolateClient method) (openfgl.flcore.isolate.server.IsolateServer method) (openfgl.flcore.moon.client.MoonClient method) (openfgl.flcore.moon.server.MoonServer method) (openfgl.flcore.scaffold.client.ScaffoldClient method) (openfgl.flcore.scaffold.server.ScaffoldServer method)

F

FedAvgClient (class in openfgl.flcore.fedavg.client) FedAvgServer (class in openfgl.flcore.fedavg.server) FedDCClient (class in openfgl.flcore.feddc.client) FedDCServer (class in openfgl.flcore.feddc.server) FedDEPClient (class in openfgl.flcore.feddep.client) FedDEPEServer (class in openfgl.flcore.feddep.server) FedGLClient (class in openfgl.flcore.fedgl.client) FedGLServer (class in openfgl.flcore.fedgl.server) fedgta_postprocess() (openfgl.flcore.fedgta.client.FedGTAClient method) FedGTAClient (class in openfgl.flcore.fedgta.client) FedGTAServer (class in openfgl.flcore.fedgta.server) FedProtoClient (class in openfgl.flcore.fedproto.client)

FedProtoServer (class in openfgl.flcore.fedproto.server) FedProxClient (class in openfgl.flcore.fedprox.client) FedProxServer (class in openfgl.flcore.fedprox.server) FedStarClient (class in openfgl.flcore.fedstar.client) FedStarServer (class in openfgl.flcore.fedstar.server) fedtad_initialization() (openfgl.flcore.fedtad.client.FedTADClient method) FedTADClient (class in openfgl.flcore.fedtad.client) FedTADServer (class in openfgl.flcore.fedtad.server) FedTGPClient (class in openfgl.flcore.fedtgp.client) FedTGPServer (class in openfgl.flcore.fedtgp.server) FGGPClient (class in openfgl.flcore.fggp.client) FGGPServer (class in openfgl.flcore.fggp.server)

G

GCFLPlusClient (class in openfgl.flcore.gcfl_plus.client) GCFLPlusServer (class in openfgl.flcore.gcfl_plus.server) get_adafgl_override_evaluate() (openfgl.flcore.adafgl.client.AdaFGLClient method) get_cluster_weights() (openfgl.flcore.gcfl_plus.server.GCFLPlusServer method) get_custom_loss_fn() (openfgl.flcore.feddc.client.FedDCClient method) (openfgl.flcore.fedgl.client.FedGLClient method) (openfgl.flcore.fedproto.client.FedProtoClient method) (openfgl.flcore.fedprox.client.FedProxClient method) (openfgl.flcore.fedstar.client.FedStarClient method) (openfgl.flcore.fedtgp.client.FedTGPClient method) (openfgl.flcore.fggp.client.FGGPClient method) (openfgl.flcore.moon.client.MoonClient method)

get_override_evaluate() (openfgl.flcore.feddep.client.FedDEPClient method) (openfgl.flcore.feddep.server.FedDEPEServer method) GraphClsTask (class in openfgl.task.graph_cls)

I

IsolateClient (class in openfgl.flcore.isolate.client)

IsolateServer (class in openfgl.flcore.isolate.server)

L

LinkPredTask (class in openfgl.task.link_pred) load_custom_model() (openfgl.task.base.BaseTask method) load_train_val_test_split() (openfgl.task.base.BaseTask method) (openfgl.task.graph_cls.GraphClsTask method) (openfgl.task.link_pred.LinkPredTask method) (openfgl.task.node_cls.NodeClsTask method) (openfgl.task.node_clust.NodeClustTask method)

local_graph_train_val_test_split() (openfgl.task.graph_cls.GraphClsTask method) local_subgraph_train_val_test_split() (openfgl.task.link_pred.LinkPredTask method) (openfgl.task.node_cls.NodeClsTask method) loss_fn() (openfgl.task.graph_cls.GraphClsTask method) (openfgl.task.link_pred.LinkPredTask method) (openfgl.task.node_cls.NodeClsTask method) (openfgl.task.node_clust.NodeClustTask method)

M

min_cut() (openfgl.flcore.gcfl_plus.server.GCFLPlusServer method)

MoonClient (class in openfgl.flcore.moon.client) MoonServer (class in openfgl.flcore.moon.server)

N

NodeClsTask (class in openfgl.task.node_cls) NodeClustTask (class in openfgl.task.node_clust) num_feats (openfgl.task.graph_cls.GraphClsTask property) (openfgl.task.link_pred.LinkPredTask property) (openfgl.task.node_cls.NodeClsTask property) (openfgl.task.node_clust.NodeClustTask property) num_global_classes (openfgl.task.graph_cls.GraphClsTask property) (openfgl.task.link_pred.LinkPredTask property) (openfgl.task.node_cls.NodeClsTask property) (openfgl.task.node_clust.NodeClustTask property)

num_samples (openfgl.task.base.BaseTask property) (openfgl.task.graph_cls.GraphClsTask property) (openfgl.task.link_pred.LinkPredTask property) (openfgl.task.node_cls.NodeClsTask property) (openfgl.task.node_clust.NodeClustTask property)

P

proto_aggregation() (openfgl.flcore.fggp.server.FGGPServer method)

S

ScaffoldClient (class in openfgl.flcore.scaffold.client) ScaffoldServer (class in openfgl.flcore.scaffold.server) send_message() (openfgl.flcore.adafgl.client.AdaFGLClient method) (openfgl.flcore.adafgl.server.AdaFGLServer method) (openfgl.flcore.base.BaseClient method) (openfgl.flcore.base.BaseServer method) (openfgl.flcore.fedavg.client.FedAvgClient method) (openfgl.flcore.fedavg.server.FedAvgServer method) (openfgl.flcore.feddc.client.FedDCClient method) (openfgl.flcore.feddc.server.FedDCServer method) (openfgl.flcore.feddep.client.FedDEPClient method) (openfgl.flcore.feddep.server.FedDEPEServer method) (openfgl.flcore.fedgl.client.FedGLClient method) (openfgl.flcore.fedgl.server.FedGLServer method) (openfgl.flcore.fedgta.client.FedGTAClient method) (openfgl.flcore.fedgta.server.FedGTAServer method) (openfgl.flcore.fedproto.client.FedProtoClient method) (openfgl.flcore.fedproto.server.FedProtoServer method) (openfgl.flcore.fedprox.client.FedProxClient method) (openfgl.flcore.fedprox.server.FedProxServer method) (openfgl.flcore.fedstar.client.FedStarClient method) (openfgl.flcore.fedstar.server.FedStarServer method) (openfgl.flcore.fedtad.client.FedTADClient method) (openfgl.flcore.fedtad.server.FedTADServer method) (openfgl.flcore.fedtgp.client.FedTGPClient method) (openfgl.flcore.fedtgp.server.FedTGPServer method) (openfgl.flcore.fggp.client.FGGPClient method) (openfgl.flcore.fggp.server.FGGPServer method) (openfgl.flcore.gcfl_plus.client.GCFLPlusClient method) (openfgl.flcore.gcfl_plus.server.GCFLPlusServer method) (openfgl.flcore.isolate.client.IsolateClient method) (openfgl.flcore.isolate.server.IsolateServer method) (openfgl.flcore.moon.client.MoonClient method) (openfgl.flcore.moon.server.MoonServer method) (openfgl.flcore.scaffold.client.ScaffoldClient method) (openfgl.flcore.scaffold.server.ScaffoldServer method)

step_preprocess() (openfgl.flcore.scaffold.client.ScaffoldClient method) switch_personalized_global_model() (openfgl.flcore.fedgta.server.FedGTAServer method)

T

train() (openfgl.task.base.BaseTask method) (openfgl.task.graph_cls.GraphClsTask method) (openfgl.task.link_pred.LinkPredTask method) (openfgl.task.node_cls.NodeClsTask method) (openfgl.task.node_clust.NodeClustTask method)

train_val_test_path (openfgl.task.base.BaseTask property) (openfgl.task.graph_cls.GraphClsTask property) (openfgl.task.link_pred.LinkPredTask property) (openfgl.task.node_cls.NodeClsTask property) (openfgl.task.node_clust.NodeClustTask property)

U

update_global_control() (openfgl.flcore.scaffold.server.ScaffoldServer method) update_local_control() (openfgl.flcore.scaffold.client.ScaffoldClient method)

update_local_prototype() (openfgl.flcore.fedproto.client.FedProtoClient method) (openfgl.flcore.fedtgp.client.FedTGPClient method)