StellarGraph
v0.8.3
Contents:
Introduction
Getting Started
Examples
StellarGraph API
StellarGraph
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Index
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Index
A
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B
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C
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D
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E
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F
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G
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H
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I
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L
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M
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N
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P
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R
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S
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T
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U
A
APPNP (class in stellargraph.layer.appnp)
APPNPPropagationLayer (class in stellargraph.layer.appnp)
AttentionalAggregator (class in stellargraph.layer.graphsage)
Attri2Vec (class in stellargraph.layer.attri2vec)
Attri2VecLinkGenerator (class in stellargraph.mapper)
Attri2VecNodeGenerator (class in stellargraph.mapper)
B
BaggingEnsemble (class in stellargraph.utils.ensemble)
BiasedRandomWalk (class in stellargraph.data)
build() (stellargraph.layer.appnp.APPNPPropagationLayer method)
(stellargraph.layer.attri2vec.Attri2Vec method)
(stellargraph.layer.gcn.GraphConvolution method)
(stellargraph.layer.graph_attention.GraphAttention method)
(stellargraph.layer.graphsage.GraphSAGE method)
(stellargraph.layer.hinsage.HinSAGE method)
(stellargraph.layer.hinsage.MeanHinAggregator method)
(stellargraph.layer.ppnp.PPNPPropagationLayer method)
C
calculate_group_sizes() (stellargraph.layer.graphsage.AttentionalAggregator method)
call() (stellargraph.layer.appnp.APPNPPropagationLayer method)
(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)
(stellargraph.layer.ppnp.PPNPPropagationLayer method)
check_graph_for_ml() (stellargraph.core.StellarGraphBase method)
compile() (stellargraph.utils.ensemble.Ensemble method)
compute_output_shape() (stellargraph.layer.appnp.APPNPPropagationLayer method)
(stellargraph.layer.gcn.GraphConvolution method)
(stellargraph.layer.graph_attention.GraphAttention method)
(stellargraph.layer.hinsage.MeanHinAggregator method)
(stellargraph.layer.ppnp.PPNPPropagationLayer method)
create_graph_schema() (stellargraph.core.StellarGraphBase method)
D
DirectedGraphSAGE (class in stellargraph.layer.graphsage)
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.BaggingEnsemble method)
(stellargraph.utils.ensemble.Ensemble method)
flow() (stellargraph.mapper.Attri2VecLinkGenerator method)
(stellargraph.mapper.Attri2VecNodeGenerator method)
(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.Attri2VecNodeGenerator method)
(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.appnp.APPNPPropagationLayer method)
(stellargraph.layer.gcn.GraphConvolution method)
(stellargraph.layer.graph_attention.GraphAttention method)
(stellargraph.layer.hinsage.MeanHinAggregator method)
(stellargraph.layer.ppnp.PPNPPropagationLayer method)
get_edge_type() (stellargraph.core.GraphSchema method)
get_feature_for_nodes() (stellargraph.core.StellarGraphBase method)
get_index_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)
group_aggregate() (stellargraph.layer.graphsage.MaxPoolingAggregator method)
(stellargraph.layer.graphsage.MeanAggregator method)
(stellargraph.layer.graphsage.MeanPoolingAggregator method)
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.attri2vec.Attri2Vec method)
(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.appnp.APPNP method)
(stellargraph.layer.attri2vec.Attri2Vec method)
(stellargraph.layer.gcn.GCN method)
(stellargraph.layer.graph_attention.GAT method)
(stellargraph.layer.graphsage.GraphSAGE method)
(stellargraph.layer.ppnp.PPNP 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)
PPNP (class in stellargraph.layer.ppnp)
PPNPPropagationLayer (class in stellargraph.layer.ppnp)
predict() (stellargraph.utils.calibration.IsotonicCalibration method)
(stellargraph.utils.calibration.TemperatureCalibration method)
predict_generator() (stellargraph.utils.ensemble.Ensemble method)
propagate_model() (stellargraph.layer.appnp.APPNP 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.Attri2VecLinkGenerator method)
(stellargraph.mapper.Attri2VecNodeGenerator method)
(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.appnp (module)
stellargraph.layer.attri2vec (module)
stellargraph.layer.gcn (module)
stellargraph.layer.graph_attention (module)
stellargraph.layer.graphsage (module)
stellargraph.layer.hinsage (module)
stellargraph.layer.link_inference (module)
stellargraph.layer.ppnp (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)
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