Index

_

__iter__() (graphstorm.dataloading.GSgnnEdgeDataLoader method) (graphstorm.dataloading.GSgnnEdgeDataLoaderBase method) (graphstorm.dataloading.GSgnnLinkPredictionDataLoader method) (graphstorm.dataloading.GSgnnLinkPredictionDataLoaderBase method) (graphstorm.dataloading.GSgnnNodeDataLoader method) (graphstorm.dataloading.GSgnnNodeDataLoaderBase method)

__next__() (graphstorm.dataloading.GSgnnEdgeDataLoader method) (graphstorm.dataloading.GSgnnEdgeDataLoaderBase method) (graphstorm.dataloading.GSgnnLinkPredictionDataLoader method) (graphstorm.dataloading.GSgnnLinkPredictionDataLoaderBase method) (graphstorm.dataloading.GSgnnNodeDataLoader method) (graphstorm.dataloading.GSgnnNodeDataLoaderBase method)

C

compute_score() (graphstorm.eval.GSgnnAccEvaluator method) (graphstorm.eval.GSgnnInstanceEvaluator method) (graphstorm.eval.GSgnnMrrLPEvaluator method) (graphstorm.eval.GSgnnPerEtypeMrrLPEvaluator method) (graphstorm.eval.GSgnnRegressionEvaluator method)

create_optimizer() (graphstorm.model.GSgnnEdgeModelBase method) (graphstorm.model.GSgnnLinkPredictionModelBase method) (graphstorm.model.GSgnnNodeModelBase method)

D

device (graphstorm.inference.GSgnnEdgePredictionInferrer property) (graphstorm.inference.GSgnnLinkPredictionInferrer property) (graphstorm.inference.GSgnnNodePredictionInferrer property) (graphstorm.trainer.GLEMNodePredictionTrainer property) (graphstorm.trainer.GSgnnEdgePredictionTrainer property) (graphstorm.trainer.GSgnnLinkPredictionTrainer property) (graphstorm.trainer.GSgnnNodePredictionTrainer property)

do_eval() (graphstorm.eval.GSgnnAccEvaluator method) (graphstorm.eval.GSgnnInstanceEvaluator method) (graphstorm.eval.GSgnnLPEvaluator method) (graphstorm.eval.GSgnnMrrLPEvaluator method) (graphstorm.eval.GSgnnPerEtypeMrrLPEvaluator method) (graphstorm.eval.GSgnnRegressionEvaluator method)

E

eval() (graphstorm.trainer.GLEMNodePredictionTrainer method) (graphstorm.trainer.GSgnnEdgePredictionTrainer method) (graphstorm.trainer.GSgnnLinkPredictionTrainer method) (graphstorm.trainer.GSgnnNodePredictionTrainer method) evaluate() (graphstorm.eval.GSgnnAccEvaluator method) (graphstorm.eval.GSgnnInstanceEvaluator method) (graphstorm.eval.GSgnnLPEvaluator method) (graphstorm.eval.GSgnnMrrLPEvaluator method) (graphstorm.eval.GSgnnPerEtypeMrrLPEvaluator method) (graphstorm.eval.GSgnnRegressionEvaluator method)

evaluator (graphstorm.inference.GSgnnEdgePredictionInferrer property) (graphstorm.inference.GSgnnLinkPredictionInferrer property) (graphstorm.inference.GSgnnNodePredictionInferrer property) (graphstorm.trainer.GLEMNodePredictionTrainer property) (graphstorm.trainer.GSgnnEdgePredictionTrainer property) (graphstorm.trainer.GSgnnLinkPredictionTrainer property) (graphstorm.trainer.GSgnnNodePredictionTrainer property)

F

fit() (graphstorm.trainer.GLEMNodePredictionTrainer method) (graphstorm.trainer.GSgnnEdgePredictionTrainer method) (graphstorm.trainer.GSgnnLinkPredictionTrainer method) (graphstorm.trainer.GSgnnNodePredictionTrainer method)

forward() (graphstorm.model.GSgnnEdgeModelBase method) (graphstorm.model.GSgnnLinkPredictionModelBase method) (graphstorm.model.GSgnnNodeModelBase method)

G

get_best_model_path() (graphstorm.trainer.GLEMNodePredictionTrainer method) (graphstorm.trainer.GSgnnEdgePredictionTrainer method) (graphstorm.trainer.GSgnnLinkPredictionTrainer method) (graphstorm.trainer.GSgnnNodePredictionTrainer method) get_edge_feats() (graphstorm.dataloading.GSgnnEdgeInferData method) (graphstorm.dataloading.GSgnnEdgeTrainData method) (graphstorm.dataloading.GSgnnNodeInferData method) (graphstorm.dataloading.GSgnnNodeTrainData method) get_labels() (graphstorm.dataloading.GSgnnEdgeInferData method) (graphstorm.dataloading.GSgnnEdgeTrainData method) (graphstorm.dataloading.GSgnnNodeInferData method) (graphstorm.dataloading.GSgnnNodeTrainData method) get_node_feat_size() (graphstorm.dataloading.GSgnnEdgeInferData method) (graphstorm.dataloading.GSgnnEdgeTrainData method) (graphstorm.dataloading.GSgnnNodeInferData method) (graphstorm.dataloading.GSgnnNodeTrainData method) get_node_feats() (graphstorm.dataloading.GSgnnEdgeInferData method) (graphstorm.dataloading.GSgnnEdgeTrainData method) (graphstorm.dataloading.GSgnnNodeInferData method) (graphstorm.dataloading.GSgnnNodeTrainData method) GLEMNodePredictionTrainer (class in graphstorm.trainer) GSgnnAccEvaluator (class in graphstorm.eval) GSgnnEdgeDataLoader (class in graphstorm.dataloading) GSgnnEdgeDataLoaderBase (class in graphstorm.dataloading)

GSgnnEdgeInferData (class in graphstorm.dataloading) GSgnnEdgeModelBase (class in graphstorm.model) GSgnnEdgePredictionInferrer (class in graphstorm.inference) GSgnnEdgePredictionTrainer (class in graphstorm.trainer) GSgnnEdgeTrainData (class in graphstorm.dataloading) GSgnnInstanceEvaluator (class in graphstorm.eval) GSgnnLinkPredictionDataLoader (class in graphstorm.dataloading) GSgnnLinkPredictionDataLoaderBase (class in graphstorm.dataloading) GSgnnLinkPredictionInferrer (class in graphstorm.inference) GSgnnLinkPredictionModelBase (class in graphstorm.model) GSgnnLinkPredictionTrainer (class in graphstorm.trainer) GSgnnLPEvaluator (class in graphstorm.eval) GSgnnMrrLPEvaluator (class in graphstorm.eval) GSgnnNodeDataLoader (class in graphstorm.dataloading) GSgnnNodeDataLoaderBase (class in graphstorm.dataloading) GSgnnNodeInferData (class in graphstorm.dataloading) GSgnnNodeModelBase (class in graphstorm.model) GSgnnNodePredictionInferrer (class in graphstorm.inference) GSgnnNodePredictionTrainer (class in graphstorm.trainer) GSgnnNodeTrainData (class in graphstorm.dataloading) GSgnnPerEtypeMrrLPEvaluator (class in graphstorm.eval) GSgnnRegressionEvaluator (class in graphstorm.eval) GSLMNodeEncoderInputLayer (class in graphstorm.model) GSNodeEncoderInputLayer (class in graphstorm.model) GSPureLMNodeInputLayer (class in graphstorm.model)

H

HGTEncoder (class in graphstorm.model) HGTLayer (class in graphstorm.model)

history (graphstorm.eval.GSgnnAccEvaluator property) (graphstorm.eval.GSgnnInstanceEvaluator property) (graphstorm.eval.GSgnnRegressionEvaluator property)

I

infer() (graphstorm.inference.GSgnnEdgePredictionInferrer method) (graphstorm.inference.GSgnnLinkPredictionInferrer method) (graphstorm.inference.GSgnnNodePredictionInferrer method)

initialize() (in module graphstorm.gsf)

O

optimizer (graphstorm.trainer.GLEMNodePredictionTrainer property) (graphstorm.trainer.GSgnnEdgePredictionTrainer property) (graphstorm.trainer.GSgnnLinkPredictionTrainer property) (graphstorm.trainer.GSgnnNodePredictionTrainer property)

P

predict() (graphstorm.model.GSgnnEdgeModelBase method) (graphstorm.model.GSgnnNodeModelBase method) prepare_data() (graphstorm.dataloading.GSgnnEdgeInferData method) (graphstorm.dataloading.GSgnnEdgeTrainData method) (graphstorm.dataloading.GSgnnNodeInferData method) (graphstorm.dataloading.GSgnnNodeTrainData method)

R

RelationalAttLayer (class in graphstorm.model) RelationalGATEncoder (class in graphstorm.model) RelationalGCNEncoder (class in graphstorm.model) RelGraphConvLayer (class in graphstorm.model) remove_saved_model() (graphstorm.trainer.GLEMNodePredictionTrainer method) (graphstorm.trainer.GSgnnEdgePredictionTrainer method) (graphstorm.trainer.GSgnnLinkPredictionTrainer method) (graphstorm.trainer.GSgnnNodePredictionTrainer method)

restore_model() (graphstorm.model.GSgnnEdgeModelBase method) (graphstorm.model.GSgnnLinkPredictionModelBase method) (graphstorm.model.GSgnnNodeModelBase method) (graphstorm.trainer.GLEMNodePredictionTrainer method) (graphstorm.trainer.GSgnnEdgePredictionTrainer method) (graphstorm.trainer.GSgnnLinkPredictionTrainer method) (graphstorm.trainer.GSgnnNodePredictionTrainer method)

S

SAGEConv (class in graphstorm.model) SAGEEncoder (class in graphstorm.model) save_model() (graphstorm.model.GSgnnEdgeModelBase method) (graphstorm.model.GSgnnLinkPredictionModelBase method) (graphstorm.model.GSgnnNodeModelBase method) (graphstorm.trainer.GLEMNodePredictionTrainer method) (graphstorm.trainer.GSgnnEdgePredictionTrainer method) (graphstorm.trainer.GSgnnLinkPredictionTrainer method) (graphstorm.trainer.GSgnnNodePredictionTrainer method) save_topk_models() (graphstorm.trainer.GLEMNodePredictionTrainer method) (graphstorm.trainer.GSgnnEdgePredictionTrainer method) (graphstorm.trainer.GSgnnLinkPredictionTrainer method) (graphstorm.trainer.GSgnnNodePredictionTrainer method) setup_device() (graphstorm.inference.GSgnnEdgePredictionInferrer method) (graphstorm.inference.GSgnnLinkPredictionInferrer method) (graphstorm.inference.GSgnnNodePredictionInferrer method) (graphstorm.trainer.GLEMNodePredictionTrainer method) (graphstorm.trainer.GSgnnEdgePredictionTrainer method) (graphstorm.trainer.GSgnnLinkPredictionTrainer method) (graphstorm.trainer.GSgnnNodePredictionTrainer method) (in module graphstorm.utils)

setup_evaluator() (graphstorm.inference.GSgnnEdgePredictionInferrer method) (graphstorm.inference.GSgnnLinkPredictionInferrer method) (graphstorm.inference.GSgnnNodePredictionInferrer method) (graphstorm.trainer.GLEMNodePredictionTrainer method) (graphstorm.trainer.GSgnnEdgePredictionTrainer method) (graphstorm.trainer.GSgnnLinkPredictionTrainer method) (graphstorm.trainer.GSgnnNodePredictionTrainer method)