Index

_

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

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

A

adversarial_temperature (graphstorm.config.GSConfig property)

alpha (graphstorm.config.GSConfig property) alpha_l2norm (graphstorm.config.GSConfig property)

B

backend (graphstorm.config.GSConfig property) batch_size (graphstorm.config.GSConfig property)

best_iter_num (graphstorm.eval.GSgnnBaseEvaluator property) best_test_score (graphstorm.eval.GSgnnBaseEvaluator property) best_val_score (graphstorm.eval.GSgnnBaseEvaluator property)

C

calc_test_scores() (graphstorm.model.LinkPredictDistMultDecoder method) (graphstorm.model.LinkPredictDotDecoder method) (graphstorm.model.LinkPredictRotatEDecoder method) (graphstorm.model.LinkPredictTransEDecoder method) class_loss_func (graphstorm.config.GSConfig property) ClassifyLossFunc (class in graphstorm.model) compute_score() (graphstorm.eval.GSgnnClassificationEvaluator method) (graphstorm.eval.GSgnnLPEvaluator method) (graphstorm.eval.GSgnnLPRankingEvalInterface method) (graphstorm.eval.GSgnnPerEtypeLPEvaluator method) (graphstorm.eval.GSgnnPredictionEvalInterface method) (graphstorm.eval.GSgnnRconstructFeatRegScoreEvaluator method) (graphstorm.eval.GSgnnRegressionEvaluator method)

contrastive_loss_temperature (graphstorm.config.GSConfig property) create_optimizer() (graphstorm.model.GSgnnModelBase method)

D

data (graphstorm.dataloading.GSgnnEdgeDataLoaderBase property) (graphstorm.dataloading.GSgnnLinkPredictionDataLoaderBase property) (graphstorm.dataloading.GSgnnNodeDataLoaderBase property) decoder_bias (graphstorm.config.GSConfig property) decoder_edge_feat (graphstorm.config.GSConfig property) decoder_edge_feat_fields (graphstorm.dataloading.GSgnnEdgeDataLoaderBase property)

decoder_type (graphstorm.config.GSConfig property) DenseBiDecoder (class in graphstorm.model) device (graphstorm.model.GSgnnModelBase property) do_early_stop() (graphstorm.eval.GSgnnBaseEvaluator method) do_eval() (graphstorm.eval.GSgnnBaseEvaluator method) dropout (graphstorm.config.GSConfig property)

E

early_stop_burnin_rounds (graphstorm.config.GSConfig property) early_stop_rounds (graphstorm.config.GSConfig property) early_stop_strategy (graphstorm.config.GSConfig property) edge_feat_field (graphstorm.dataloading.GSgnnData property) edge_feat_fields (graphstorm.dataloading.GSgnnEdgeDataLoaderBase property) (graphstorm.dataloading.GSgnnLinkPredictionDataLoaderBase property) (graphstorm.dataloading.GSgnnNodeDataLoaderBase property) edge_feat_mp_op (graphstorm.config.GSConfig property) edge_feat_name (graphstorm.config.GSConfig property) edge_id_mapping_file (graphstorm.config.GSConfig property) EdgeRegression (class in graphstorm.model) EntityClassifier (class in graphstorm.model) EntityRegression (class in graphstorm.model) eval() (graphstorm.trainer.GSgnnEdgePredictionTrainer method) (graphstorm.trainer.GSgnnLinkPredictionTrainer method) (graphstorm.trainer.GSgnnNodePredictionTrainer method)

eval_batch_size (graphstorm.config.GSConfig property) eval_etype (graphstorm.config.GSConfig property) eval_etypes_negative_dstnode (graphstorm.config.GSConfig property) eval_fanout (graphstorm.config.GSConfig property) eval_frequency (graphstorm.config.GSConfig property) (graphstorm.eval.GSgnnBaseEvaluator property) eval_metric (graphstorm.config.GSConfig property) eval_negative_sampler (graphstorm.config.GSConfig property) evaluate() (graphstorm.eval.GSgnnClassificationEvaluator method) (graphstorm.eval.GSgnnLPEvaluator method) (graphstorm.eval.GSgnnLPRankingEvalInterface method) (graphstorm.eval.GSgnnPerEtypeLPEvaluator method) (graphstorm.eval.GSgnnPredictionEvalInterface method) (graphstorm.eval.GSgnnRegressionEvaluator method) exclude_training_targets (graphstorm.config.GSConfig property)

F

fanout (graphstorm.config.GSConfig property) (graphstorm.dataloading.GSgnnEdgeDataLoaderBase property) (graphstorm.dataloading.GSgnnLinkPredictionDataLoaderBase property) (graphstorm.dataloading.GSgnnNodeDataLoaderBase property) fit() (graphstorm.trainer.GSgnnEdgePredictionTrainer method) (graphstorm.trainer.GSgnnLinkPredictionTrainer method) (graphstorm.trainer.GSgnnNodePredictionTrainer method) fixed_test_size (graphstorm.config.GSConfig property) FocalLossFunc (class in graphstorm.model) forward() (graphstorm.model.ClassifyLossFunc method) (graphstorm.model.DenseBiDecoder method) (graphstorm.model.EdgeRegression method) (graphstorm.model.EntityClassifier method) (graphstorm.model.EntityRegression method) (graphstorm.model.FocalLossFunc method) (graphstorm.model.GATConv method) (graphstorm.model.GATConvwithEdgeFeat method) (graphstorm.model.GATEncoder method) (graphstorm.model.GATv2Conv method) (graphstorm.model.GATv2Encoder method) (graphstorm.model.GSgnnEdgeModelInterface method) (graphstorm.model.GSgnnLinkPredictionModelInterface method) (graphstorm.model.GSgnnNodeModelInterface method) (graphstorm.model.GSLMNodeEncoderInputLayer method) (graphstorm.model.GSNodeEncoderInputLayer method) (graphstorm.model.GSPureLearnableInputLayer method) (graphstorm.model.GSPureLMNodeInputLayer method) (graphstorm.model.HGTEncoder method) (graphstorm.model.HGTLayer method) (graphstorm.model.HGTLayerwithEdgeFeat method) (graphstorm.model.LinkPredictAdvBCELossFunc method) (graphstorm.model.LinkPredictBCELossFunc method) (graphstorm.model.LinkPredictContrastiveDistMultDecoder method) (graphstorm.model.LinkPredictContrastiveDotDecoder method) (graphstorm.model.LinkPredictContrastiveLossFunc method) (graphstorm.model.LinkPredictContrastiveRotatEDecoder method) (graphstorm.model.LinkPredictContrastiveTransEDecoder method) (graphstorm.model.LinkPredictDistMultDecoder method) (graphstorm.model.LinkPredictDotDecoder method) (graphstorm.model.LinkPredictRotatEDecoder method) (graphstorm.model.LinkPredictTransEDecoder method) (graphstorm.model.LinkPredictWeightedRotatEDecoder method) (graphstorm.model.LinkPredictWeightedTransEDecoder method) (graphstorm.model.MLPEdgeDecoder method) (graphstorm.model.MLPEFeatEdgeDecoder method) (graphstorm.model.RegressionLossFunc method) (graphstorm.model.RelationalAttLayer method) (graphstorm.model.RelationalGATEncoder method) (graphstorm.model.RelationalGCNEncoder method) (graphstorm.model.RelGraphConvLayer method) (graphstorm.model.SAGEConv method) (graphstorm.model.SAGEEncoder method) (graphstorm.model.ShrinkageLossFunc method) (graphstorm.model.WeightedLinkPredictAdvBCELossFunc method) (graphstorm.model.WeightedLinkPredictBCELossFunc method)

freeze() (graphstorm.model.GSLMNodeEncoderInputLayer method) (graphstorm.model.GSPureLMNodeInputLayer method) freeze_lm_encoder_epochs (graphstorm.config.GSConfig property)

G

g (graphstorm.dataloading.GSgnnData property) gamma (graphstorm.config.GSConfig property) GATConv (class in graphstorm.model) GATConvwithEdgeFeat (class in graphstorm.model) GATEncoder (class in graphstorm.model) GATv2Conv (class in graphstorm.model) GATv2Encoder (class in graphstorm.model) get_argument_parser (class in graphstorm.config) get_blocks_edge_feats() (graphstorm.dataloading.GSgnnData method) get_edge_feats() (graphstorm.dataloading.GSgnnData method) get_edge_infer_set() (graphstorm.dataloading.GSgnnData method) get_edge_test_set() (graphstorm.dataloading.GSgnnData method) get_edge_train_set() (graphstorm.dataloading.GSgnnData method) get_edge_val_set() (graphstorm.dataloading.GSgnnData method) get_general_dense_parameters() (graphstorm.model.GSLMNodeEncoderInputLayer method) (graphstorm.model.GSPureLMNodeInputLayer method) get_lm_dense_parameters() (graphstorm.model.GSLMNodeEncoderInputLayer method) (graphstorm.model.GSPureLMNodeInputLayer method) get_node_feat_size() (in module graphstorm.gsf) get_node_feats() (graphstorm.dataloading.GSgnnData method) get_node_infer_set() (graphstorm.dataloading.GSgnnData method) get_node_test_set() (graphstorm.dataloading.GSgnnData method) get_node_train_set() (graphstorm.dataloading.GSgnnData method) get_node_val_set() (graphstorm.dataloading.GSgnnData method) get_rel_names_for_reconstruct() (in module graphstorm.gsf) get_sparse_params() (graphstorm.model.GSNodeEncoderInputLayer method) (graphstorm.model.GSPureLearnableInputLayer method) get_unlabeled_node_set() (graphstorm.dataloading.GSgnnData method) get_val_score_rank() (graphstorm.eval.GSgnnBaseEvaluator method) (graphstorm.eval.GSgnnPerEtypeLPEvaluator method) gnn_norm (graphstorm.config.GSConfig property) grad_norm_type (graphstorm.config.GSConfig property) graph_name (graphstorm.config.GSConfig property) (graphstorm.dataloading.GSgnnData property) GSConfig (class in graphstorm.config)

GSgnnBaseEvaluator (class in graphstorm.eval) GSgnnClassificationEvaluator (class in graphstorm.eval) GSgnnData (class in graphstorm.dataloading) GSgnnEdgeDataLoader (class in graphstorm.dataloading) GSgnnEdgeDataLoaderBase (class in graphstorm.dataloading) GSgnnEdgeModelBase (class in graphstorm.model) GSgnnEdgeModelInterface (class in graphstorm.model) GSgnnEdgePredictionInferrer (class in graphstorm.inference) GSgnnEdgePredictionTrainer (class in graphstorm.trainer) GSgnnEmbGenInferer (class in graphstorm.inference) GSgnnLinkPredictionDataLoader (class in graphstorm.dataloading) GSgnnLinkPredictionDataLoaderBase (class in graphstorm.dataloading) GSgnnLinkPredictionInferrer (class in graphstorm.inference) GSgnnLinkPredictionModelBase (class in graphstorm.model) GSgnnLinkPredictionModelInterface (class in graphstorm.model) GSgnnLinkPredictionPredefinedTestDataLoader (class in graphstorm.dataloading) GSgnnLinkPredictionTestDataLoader (class in graphstorm.dataloading) GSgnnLinkPredictionTrainer (class in graphstorm.trainer) GSgnnLPEvaluator (class in graphstorm.eval) GSgnnLPRankingEvalInterface (class in graphstorm.eval) GSgnnModelBase (class in graphstorm.model) GSgnnNodeDataLoader (class in graphstorm.dataloading) GSgnnNodeDataLoaderBase (class in graphstorm.dataloading) GSgnnNodeModelBase (class in graphstorm.model) GSgnnNodeModelInterface (class in graphstorm.model) GSgnnNodePredictionInferrer (class in graphstorm.inference) GSgnnNodePredictionTrainer (class in graphstorm.trainer) GSgnnNodeSemiSupDataLoader (class in graphstorm.dataloading) GSgnnPerEtypeLPEvaluator (class in graphstorm.eval) GSgnnPredictionEvalInterface (class in graphstorm.eval) GSgnnRconstructFeatRegScoreEvaluator (class in graphstorm.eval) GSgnnRegressionEvaluator (class in graphstorm.eval) GSLMNodeEncoderInputLayer (class in graphstorm.model) GSNodeEncoderInputLayer (class in graphstorm.model) GSPureLearnableInputLayer (class in graphstorm.model) GSPureLMNodeInputLayer (class in graphstorm.model)

H

has_edge_feats() (graphstorm.dataloading.GSgnnData method) has_edge_lm_feats() (graphstorm.dataloading.GSgnnData method) has_node_feats() (graphstorm.dataloading.GSgnnData method) has_node_lm_feats() (graphstorm.dataloading.GSgnnData method)

HGTEncoder (class in graphstorm.model) HGTLayer (class in graphstorm.model) HGTLayerwithEdgeFeat (class in graphstorm.model) hidden_size (graphstorm.config.GSConfig property) history (graphstorm.eval.GSgnnBaseEvaluator property)

I

imbalance_class_weights (graphstorm.config.GSConfig property) in_dims (graphstorm.model.ClassifyLossFunc property) (graphstorm.model.DenseBiDecoder property) (graphstorm.model.EdgeRegression property) (graphstorm.model.EntityClassifier property) (graphstorm.model.EntityRegression property) (graphstorm.model.FocalLossFunc property) (graphstorm.model.GSNodeEncoderInputLayer property) (graphstorm.model.GSPureLearnableInputLayer property) (graphstorm.model.GSPureLMNodeInputLayer property) (graphstorm.model.LinkPredictBCELossFunc property) (graphstorm.model.LinkPredictContrastiveLossFunc property) (graphstorm.model.LinkPredictDistMultDecoder property) (graphstorm.model.LinkPredictDotDecoder property) (graphstorm.model.LinkPredictRotatEDecoder property) (graphstorm.model.LinkPredictTransEDecoder property) (graphstorm.model.MLPEdgeDecoder property) (graphstorm.model.RegressionLossFunc property) (graphstorm.model.ShrinkageLossFunc property) (graphstorm.model.WeightedLinkPredictBCELossFunc property)

infer() (graphstorm.inference.GSgnnEdgePredictionInferrer method) (graphstorm.inference.GSgnnEmbGenInferer method) (graphstorm.inference.GSgnnLinkPredictionInferrer method) (graphstorm.inference.GSgnnNodePredictionInferrer method) infer_all_target_nodes (graphstorm.config.GSConfig property) init_w_relation() (graphstorm.model.LinkPredictDistMultDecoder method) (graphstorm.model.LinkPredictRotatEDecoder method) (graphstorm.model.LinkPredictTransEDecoder method) initialize() (in module graphstorm.gsf) input_activate (graphstorm.config.GSConfig property) ip_config (graphstorm.config.GSConfig property) is_support_edge_feat() (graphstorm.model.GATEncoder method) (graphstorm.model.GATv2Encoder method) (graphstorm.model.HGTEncoder method) (graphstorm.model.RelationalGATEncoder method) (graphstorm.model.RelationalGCNEncoder method) (graphstorm.model.SAGEEncoder method)

L

label_field (graphstorm.config.GSConfig property) (graphstorm.dataloading.GSgnnEdgeDataLoaderBase property) (graphstorm.dataloading.GSgnnNodeDataLoaderBase property) LinkPredictAdvBCELossFunc (class in graphstorm.model) LinkPredictBCELossFunc (class in graphstorm.model) LinkPredictContrastiveDistMultDecoder (class in graphstorm.model) LinkPredictContrastiveDotDecoder (class in graphstorm.model) LinkPredictContrastiveLossFunc (class in graphstorm.model) LinkPredictContrastiveRotatEDecoder (class in graphstorm.model) LinkPredictContrastiveTransEDecoder (class in graphstorm.model) LinkPredictDistMultDecoder (class in graphstorm.model) LinkPredictDotDecoder (class in graphstorm.model)

LinkPredictRotatEDecoder (class in graphstorm.model) LinkPredictTransEDecoder (class in graphstorm.model) LinkPredictWeightedRotatEDecoder (class in graphstorm.model) LinkPredictWeightedTransEDecoder (class in graphstorm.model) lm_infer_batch_size (graphstorm.config.GSConfig property) lm_train_nodes (graphstorm.config.GSConfig property) lm_tune_lr (graphstorm.config.GSConfig property) lp_decoder_type (graphstorm.config.GSConfig property) lp_edge_weight_for_loss (graphstorm.config.GSConfig property) lp_embed_normalizer (graphstorm.config.GSConfig property) lp_loss_func (graphstorm.config.GSConfig property) lr (graphstorm.config.GSConfig property)

M

max_distill_step (graphstorm.config.GSConfig property) max_grad_norm (graphstorm.config.GSConfig property) max_seq_len (graphstorm.config.GSConfig property) metric_list (graphstorm.eval.GSgnnBaseEvaluator property) MLPEdgeDecoder (class in graphstorm.model)

MLPEFeatEdgeDecoder (class in graphstorm.model) model_encoder_type (graphstorm.config.GSConfig property) multilabel (graphstorm.config.GSConfig property) (graphstorm.eval.GSgnnClassificationEvaluator property) multilabel_weights (graphstorm.config.GSConfig property)

N

no_validation (graphstorm.config.GSConfig property) node_feat_field (graphstorm.dataloading.GSgnnData property) node_feat_fields (graphstorm.dataloading.GSgnnEdgeDataLoaderBase property) (graphstorm.dataloading.GSgnnLinkPredictionDataLoaderBase property) (graphstorm.dataloading.GSgnnNodeDataLoaderBase property) node_feat_name (graphstorm.config.GSConfig property) node_id_mapping_file (graphstorm.config.GSConfig property) num_bases (graphstorm.config.GSConfig property) num_classes (graphstorm.config.GSConfig property)

num_decoder_basis (graphstorm.config.GSConfig property) num_epochs (graphstorm.config.GSConfig property) num_ffn_layers_in_decoder (graphstorm.config.GSConfig property) num_ffn_layers_in_gnn (graphstorm.config.GSConfig property) num_ffn_layers_in_input (graphstorm.config.GSConfig property) num_heads (graphstorm.config.GSConfig property) num_layers (graphstorm.config.GSConfig property) num_negative_edges (graphstorm.config.GSConfig property) num_negative_edges_eval (graphstorm.config.GSConfig property) num_train_hard_negatives (graphstorm.config.GSConfig property)

O

out_dims (graphstorm.model.ClassifyLossFunc property) (graphstorm.model.DenseBiDecoder property) (graphstorm.model.EdgeRegression property) (graphstorm.model.EntityClassifier property) (graphstorm.model.EntityRegression property) (graphstorm.model.FocalLossFunc property) (graphstorm.model.GSNodeEncoderInputLayer property) (graphstorm.model.GSPureLearnableInputLayer property) (graphstorm.model.GSPureLMNodeInputLayer property) (graphstorm.model.LinkPredictBCELossFunc property) (graphstorm.model.LinkPredictContrastiveLossFunc property) (graphstorm.model.LinkPredictDistMultDecoder property) (graphstorm.model.LinkPredictDotDecoder property) (graphstorm.model.LinkPredictRotatEDecoder property) (graphstorm.model.LinkPredictTransEDecoder property) (graphstorm.model.MLPEdgeDecoder property) (graphstorm.model.RegressionLossFunc property) (graphstorm.model.ShrinkageLossFunc property) (graphstorm.model.WeightedLinkPredictBCELossFunc property)

out_emb_size (graphstorm.config.GSConfig property)

P

part_config (graphstorm.config.GSConfig property) pos_graph_edge_feat_fields (graphstorm.dataloading.GSgnnLinkPredictionDataLoaderBase property) predict() (graphstorm.model.DenseBiDecoder method) (graphstorm.model.EdgeRegression method) (graphstorm.model.EntityClassifier method) (graphstorm.model.EntityRegression method) (graphstorm.model.GSgnnEdgeModelInterface method) (graphstorm.model.GSgnnNodeModelInterface method) (graphstorm.model.MLPEdgeDecoder method) (graphstorm.model.MLPEFeatEdgeDecoder method)

predict_proba() (graphstorm.model.DenseBiDecoder method) (graphstorm.model.EdgeRegression method) (graphstorm.model.EntityClassifier method) (graphstorm.model.EntityRegression method) (graphstorm.model.MLPEdgeDecoder method) (graphstorm.model.MLPEFeatEdgeDecoder method) prepare() (graphstorm.model.GSLMNodeEncoderInputLayer method) (graphstorm.model.GSPureLMNodeInputLayer method) prepare_input_encoder() (graphstorm.model.GSgnnModelBase method)

R

regression_loss_func (graphstorm.config.GSConfig property) RegressionLossFunc (class in graphstorm.model) RelationalAttLayer (class in graphstorm.model) RelationalGATEncoder (class in graphstorm.model) RelationalGCNEncoder (class in graphstorm.model) RelGraphConvLayer (class in graphstorm.model) remove_target_edge_type (graphstorm.config.GSConfig property) require_cache_embed() (graphstorm.model.GSLMNodeEncoderInputLayer method) (graphstorm.model.GSNodeEncoderInputLayer method) (graphstorm.model.GSPureLearnableInputLayer method) (graphstorm.model.GSPureLMNodeInputLayer method)

restore_dense_model() (graphstorm.model.GSgnnModelBase method) restore_model() (graphstorm.model.GSgnnModelBase method) restore_model_layers (graphstorm.config.GSConfig property) restore_model_path (graphstorm.config.GSConfig property) restore_optimizer_path (graphstorm.config.GSConfig property) restore_sparse_model() (graphstorm.model.GSgnnModelBase method) return_proba (graphstorm.config.GSConfig property) reverse_edge_types_map (graphstorm.config.GSConfig property)

S

SAGEConv (class in graphstorm.model) SAGEEncoder (class in graphstorm.model) save_dense_model() (graphstorm.model.GSgnnModelBase method) save_embed_path (graphstorm.config.GSConfig property) save_model() (graphstorm.model.GSgnnModelBase method) save_model_frequency (graphstorm.config.GSConfig property)

save_model_path (graphstorm.config.GSConfig property) save_perf_results_path (graphstorm.config.GSConfig property) save_prediction_path (graphstorm.config.GSConfig property) save_sparse_model() (graphstorm.model.GSgnnModelBase method) setup_task_tracker() (graphstorm.eval.GSgnnBaseEvaluator method) ShrinkageLossFunc (class in graphstorm.model) sparse_optimizer_lr (graphstorm.config.GSConfig property)

T

target_eidx (graphstorm.dataloading.GSgnnEdgeDataLoaderBase property) (graphstorm.dataloading.GSgnnLinkPredictionDataLoaderBase property) target_etype (graphstorm.config.GSConfig property) target_nidx (graphstorm.dataloading.GSgnnNodeDataLoaderBase property) target_ntype (graphstorm.config.GSConfig property) task_tracker (graphstorm.config.GSConfig property) (graphstorm.eval.GSgnnBaseEvaluator property)

task_tracker_logpath (graphstorm.config.GSConfig property) task_type (graphstorm.config.GSConfig property) textual_data_path (graphstorm.config.GSConfig property) topk_model_to_save (graphstorm.config.GSConfig property) train_etype (graphstorm.config.GSConfig property) train_etypes_negative_dstnode (graphstorm.config.GSConfig property) train_negative_sampler (graphstorm.config.GSConfig property)

U

unfreeze() (graphstorm.model.GSLMNodeEncoderInputLayer method) (graphstorm.model.GSPureLMNodeInputLayer method) use_early_stop (graphstorm.config.GSConfig property) use_graphbolt (graphstorm.config.GSConfig property) use_mini_batch_infer (graphstorm.config.GSConfig property)

use_node_embeddings (graphstorm.config.GSConfig property) use_self_loop (graphstorm.config.GSConfig property) use_wholegraph_embed (graphstorm.config.GSConfig property) use_wholegraph_sparse_emb (graphstorm.model.GSNodeEncoderInputLayer property) (graphstorm.model.GSPureLearnableInputLayer property)

V

val_perf_rank_list (graphstorm.eval.GSgnnBaseEvaluator property)

verbose (graphstorm.config.GSConfig property) verify_edge_feat_reconstruct_arguments() (graphstorm.config.GSConfig method)

W

wd_l2norm (graphstorm.config.GSConfig property)

WeightedLinkPredictAdvBCELossFunc (class in graphstorm.model) WeightedLinkPredictBCELossFunc (class in graphstorm.model)