Index

A

AutoDataset (class in hivegraph.io.autodataset)

AutoModel() (in module hivegraph.automodel) AutoTrainer() (in module hivegraph.engine.trainer)

B

batched_semi_loss() (hivegraph.contrastive.grace.GRACE method)

C

ClassificationTrainer (class in hivegraph.engine.classification)

compute_cosine_sim() (hivegraph.contrastive.grace.GRACE method)

D

download() (hivegraph.io.autodataset.AutoDataset method)

drop_feature() (in module hivegraph.augmentations)

F

fit() (hivegraph.engine.classification.ClassificationTrainer method) (hivegraph.engine.transductive.TransductiveTrainer method)

forward() (hivegraph.contrastive.grace.GRACE method) (hivegraph.nn.gcn.GCN method) (hivegraph.nn.gin.GIN method)

G

GCN (class in hivegraph.nn.gcn) get_dataset() (hivegraph.io.autodataset.AutoDataset method)

GIN (class in hivegraph.nn.gin) GRACE (class in hivegraph.contrastive.grace)

H

hivegraph.augmentations module hivegraph.automodel module hivegraph.contrastive.grace module hivegraph.engine.classification module hivegraph.engine.trainer module hivegraph.engine.transductive module

hivegraph.io.autodataset module hivegraph.io.transforms module hivegraph.nn.gcn module hivegraph.nn.gin module hivegraph.utils module

L

loss() (hivegraph.contrastive.grace.GRACE method)

M

module hivegraph.augmentations hivegraph.automodel hivegraph.contrastive.grace hivegraph.engine.classification hivegraph.engine.trainer hivegraph.engine.transductive hivegraph.io.autodataset hivegraph.io.transforms hivegraph.nn.gcn hivegraph.nn.gin hivegraph.utils

N

normalize_with_temp() (hivegraph.contrastive.grace.GRACE method)

NormalizedDegree (class in hivegraph.io.transforms) num_graphs() (in module hivegraph.utils)

P

process() (hivegraph.io.autodataset.AutoDataset method) process_classification_dataset() (hivegraph.io.autodataset.AutoDataset method)

process_transductive_dataset() (hivegraph.io.autodataset.AutoDataset method) project() (hivegraph.contrastive.grace.GRACE method)

R

reset_parameters() (hivegraph.contrastive.grace.GRACE method) (hivegraph.nn.gcn.GCN method) (hivegraph.nn.gin.GIN method)

S

semi_loss() (hivegraph.contrastive.grace.GRACE method)

set_seed() (in module hivegraph.utils)

T

test_step() (hivegraph.engine.classification.ClassificationTrainer method) train_step() (hivegraph.contrastive.grace.GRACE method) (hivegraph.engine.classification.ClassificationTrainer method) (hivegraph.engine.transductive.TransductiveTrainer method)

TransductiveTrainer (class in hivegraph.engine.transductive)

V

val_step() (hivegraph.engine.classification.ClassificationTrainer method)