Index

A

aggregate_neighbours() (stellargraph.layer.graphsage.MaxPoolingAggregator method) (stellargraph.layer.graphsage.MeanAggregator method) (stellargraph.layer.graphsage.MeanPoolingAggregator method)

AttentionalAggregator (class in stellargraph.layer.graphsage)

B

BiasedRandomWalk (class in stellargraph.data) build() (stellargraph.layer.gcn.GraphConvolution method) (stellargraph.layer.graph_attention.GraphAttention method) (stellargraph.layer.graphsage.AttentionalAggregator method) (stellargraph.layer.graphsage.GraphSAGE method) (stellargraph.layer.graphsage.MaxPoolingAggregator method) (stellargraph.layer.graphsage.MeanAggregator method) (stellargraph.layer.graphsage.MeanPoolingAggregator method) (stellargraph.layer.hinsage.HinSAGE method) (stellargraph.layer.hinsage.MeanHinAggregator method)

C

call() (stellargraph.layer.gcn.GraphConvolution method) (stellargraph.layer.graph_attention.GraphAttention method) (stellargraph.layer.graph_attention.GraphAttentionSparse method) (stellargraph.layer.graphsage.AttentionalAggregator method) (stellargraph.layer.hinsage.MeanHinAggregator method)

check_graph_for_ml() (stellargraph.core.StellarGraphBase method) compile() (stellargraph.utils.ensemble.Ensemble method) compute_output_shape() (stellargraph.layer.gcn.GraphConvolution method) (stellargraph.layer.graph_attention.GraphAttention method) (stellargraph.layer.hinsage.MeanHinAggregator method) create_graph_schema() (stellargraph.core.StellarGraphBase method)

E

edge_index() (stellargraph.core.GraphSchema method) EdgeSplitter (class in stellargraph.data)

Ensemble (class in stellargraph.utils.ensemble) evaluate_generator() (stellargraph.utils.ensemble.Ensemble method) expected_calibration_error() (in module stellargraph.utils.calibration)

F

fit() (stellargraph.utils.calibration.IsotonicCalibration method) (stellargraph.utils.calibration.TemperatureCalibration method) fit_generator() (stellargraph.utils.ensemble.Ensemble method) flow() (stellargraph.mapper.FullBatchNodeGenerator method) (stellargraph.mapper.GraphSAGELinkGenerator method) (stellargraph.mapper.GraphSAGENodeGenerator method) (stellargraph.mapper.HinSAGELinkGenerator method) (stellargraph.mapper.HinSAGENodeGenerator method)

flow_from_dataframe() (stellargraph.mapper.GraphSAGENodeGenerator method) (stellargraph.mapper.HinSAGENodeGenerator method) from_epgm() (in module stellargraph.data) FullBatchNodeGenerator (class in stellargraph.mapper)

G

GAT (class in stellargraph.layer.graph_attention) GCN (class in stellargraph.layer.gcn) generator() (stellargraph.data.UnsupervisedSampler method) get_config() (stellargraph.layer.gcn.GraphConvolution method) (stellargraph.layer.graph_attention.GraphAttention method) (stellargraph.layer.hinsage.MeanHinAggregator method) get_edge_type() (stellargraph.core.GraphSchema method) get_feature_for_nodes() (stellargraph.core.StellarGraphBase method)

get_node_type() (stellargraph.core.GraphSchema method) GraphAttention (class in stellargraph.layer.graph_attention) GraphAttentionSparse (class in stellargraph.layer.graph_attention) GraphConvolution (class in stellargraph.layer.gcn) GraphSAGE (class in stellargraph.layer.graphsage) GraphSAGELinkGenerator (class in stellargraph.mapper) GraphSAGENodeGenerator (class in stellargraph.mapper) GraphSchema (class in stellargraph.core)

H

HinSAGE (class in stellargraph.layer.hinsage)

HinSAGELinkGenerator (class in stellargraph.mapper) HinSAGENodeGenerator (class in stellargraph.mapper)

I

info() (stellargraph.core.StellarGraphBase method)

is_of_edge_type() (stellargraph.core.GraphSchema method) IsotonicCalibration (class in stellargraph.utils.calibration)

L

layers() (stellargraph.utils.ensemble.Ensemble method) link_classification() (in module stellargraph.layer.link_inference) link_inference() (in module stellargraph.layer.link_inference)

link_model() (stellargraph.layer.graph_attention.GAT method) (stellargraph.layer.graphsage.GraphSAGE method) link_regression() (in module stellargraph.layer.link_inference) load_dataset_BlogCatalog3() (in module stellargraph.data)

M

MaxPoolingAggregator (class in stellargraph.layer.graphsage) MeanAggregator (class in stellargraph.layer.graphsage)

MeanHinAggregator (class in stellargraph.layer.hinsage) MeanPoolingAggregator (class in stellargraph.layer.graphsage)

N

node_feature_sizes() (stellargraph.core.StellarGraphBase method) node_index() (stellargraph.core.GraphSchema method) node_model() (stellargraph.layer.gcn.GCN method) (stellargraph.layer.graph_attention.GAT method) (stellargraph.layer.graphsage.GraphSAGE method)

node_types (stellargraph.core.StellarGraphBase attribute) nodes_of_type() (stellargraph.core.StellarGraphBase method)

P

plot_reliability_diagram() (in module stellargraph.utils.calibration) plot_training_history() (stellargraph.utils.calibration.TemperatureCalibration method)

predict() (stellargraph.utils.calibration.IsotonicCalibration method) (stellargraph.utils.calibration.TemperatureCalibration method) predict_generator() (stellargraph.utils.ensemble.Ensemble method)

R

run() (stellargraph.data.BiasedRandomWalk method) (stellargraph.data.SampledBreadthFirstWalk method) (stellargraph.data.SampledHeterogeneousBreadthFirstWalk method) (stellargraph.data.UniformRandomMetaPathWalk method) (stellargraph.data.UniformRandomWalk method)

S

sample_features() (stellargraph.mapper.GraphSAGELinkGenerator method) (stellargraph.mapper.GraphSAGENodeGenerator method) (stellargraph.mapper.HinSAGELinkGenerator method) (stellargraph.mapper.HinSAGENodeGenerator method) SampledBreadthFirstWalk (class in stellargraph.data) SampledHeterogeneousBreadthFirstWalk (class in stellargraph.data) sampling_layout() (stellargraph.core.GraphSchema method) sampling_tree() (stellargraph.core.GraphSchema method) stellargraph.core (module)

stellargraph.data (module) stellargraph.layer.gcn (module) stellargraph.layer.graph_attention (module) stellargraph.layer.graphsage (module) stellargraph.layer.hinsage (module) stellargraph.layer.link_inference (module) stellargraph.mapper (module) stellargraph.utils.calibration (module) stellargraph.utils.ensemble (module) StellarGraphBase (class in stellargraph.core)

T

TemperatureCalibration (class in stellargraph.utils.calibration) train_test_split() (stellargraph.data.EdgeSplitter method)

type_adjacency_list() (stellargraph.core.GraphSchema method) type_for_node() (stellargraph.core.StellarGraphBase method)

U

UniformRandomMetaPathWalk (class in stellargraph.data)

UniformRandomWalk (class in stellargraph.data) UnsupervisedSampler (class in stellargraph.data)

W

weight_output_size() (stellargraph.layer.graphsage.AttentionalAggregator method)