StellarGraph
v0.9.0
Contents:
Introduction
Getting Started
Examples
StellarGraph API
StellarGraph
Docs
»
Index
Edit on GitHub
Index
A
|
B
|
C
|
D
|
E
|
F
|
G
|
H
|
I
|
L
|
M
|
N
|
O
|
P
|
R
|
S
|
T
|
U
A
AIFB (class in stellargraph.datasets.datasets)
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)
base_directory (stellargraph.datasets.datasets.AIFB attribute)
(stellargraph.datasets.datasets.BlogCatalog3 attribute)
(stellargraph.datasets.datasets.CiteSeer attribute)
(stellargraph.datasets.datasets.Cora attribute)
(stellargraph.datasets.datasets.MovieLens attribute)
(stellargraph.datasets.datasets.PubMedDiabetes attribute)
BiasedRandomWalk (class in stellargraph.data)
BlogCatalog3 (class in stellargraph.datasets.datasets)
build() (stellargraph.layer.appnp.APPNP method)
(stellargraph.layer.appnp.APPNPPropagationLayer method)
(stellargraph.layer.attri2vec.Attri2Vec method)
(stellargraph.layer.cluster_gcn.ClusterGCN method)
(stellargraph.layer.cluster_gcn.ClusterGraphConvolution method)
(stellargraph.layer.gcn.GCN method)
(stellargraph.layer.gcn.GraphConvolution method)
(stellargraph.layer.graph_attention.GAT 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.PPNP method)
(stellargraph.layer.ppnp.PPNPPropagationLayer method)
(stellargraph.layer.rgcn.RGCN method)
(stellargraph.layer.rgcn.RelationalGraphConvolution method)
C
calculate_group_sizes() (stellargraph.layer.graphsage.AttentionalAggregator method)
call() (stellargraph.layer.appnp.APPNPPropagationLayer method)
(stellargraph.layer.cluster_gcn.ClusterGraphConvolution 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.link_inference.LinkEmbedding method)
(stellargraph.layer.ppnp.PPNPPropagationLayer method)
(stellargraph.layer.rgcn.RelationalGraphConvolution method)
check_graph_for_ml() (stellargraph.core.StellarGraph method)
CiteSeer (class in stellargraph.datasets.datasets)
ClusterGCN (class in stellargraph.layer.cluster_gcn)
ClusterGraphConvolution (class in stellargraph.layer.cluster_gcn)
ClusterNodeGenerator (class in stellargraph.mapper)
compile() (stellargraph.utils.ensemble.Ensemble method)
compute_output_shape() (stellargraph.layer.appnp.APPNPPropagationLayer method)
(stellargraph.layer.cluster_gcn.ClusterGraphConvolution method)
(stellargraph.layer.gcn.GraphConvolution method)
(stellargraph.layer.graph_attention.GraphAttention method)
(stellargraph.layer.hinsage.MeanHinAggregator method)
(stellargraph.layer.ppnp.PPNPPropagationLayer method)
(stellargraph.layer.rgcn.RelationalGraphConvolution method)
Cora (class in stellargraph.datasets.datasets)
create_graph_schema() (stellargraph.core.StellarGraph method)
D
data_directory (stellargraph.datasets.datasets.AIFB attribute)
(stellargraph.datasets.datasets.BlogCatalog3 attribute)
(stellargraph.datasets.datasets.CiteSeer attribute)
(stellargraph.datasets.datasets.Cora attribute)
(stellargraph.datasets.datasets.MovieLens attribute)
(stellargraph.datasets.datasets.PubMedDiabetes attribute)
DirectedGraphSAGE (class in stellargraph.layer.graphsage)
DirectedGraphSAGENodeGenerator (class in stellargraph.mapper)
download() (stellargraph.datasets.datasets.AIFB method)
(stellargraph.datasets.datasets.BlogCatalog3 method)
(stellargraph.datasets.datasets.CiteSeer method)
(stellargraph.datasets.datasets.Cora method)
(stellargraph.datasets.datasets.MovieLens method)
(stellargraph.datasets.datasets.PubMedDiabetes method)
E
edge_index() (stellargraph.core.GraphSchema method)
edges() (stellargraph.core.StellarGraph 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.Attri2VecNodeGenerator method)
(stellargraph.mapper.ClusterNodeGenerator method)
(stellargraph.mapper.FullBatchLinkGenerator method)
(stellargraph.mapper.FullBatchNodeGenerator method)
(stellargraph.mapper.RelationalFullBatchNodeGenerator method)
flow_from_dataframe() (stellargraph.mapper.Attri2VecNodeGenerator method)
from_epgm() (in module stellargraph.data)
FullBatchLinkGenerator (class in stellargraph.mapper)
FullBatchNodeGenerator (class in stellargraph.mapper)
G
GAT (class in stellargraph.layer.graph_attention)
GCN (class in stellargraph.layer.gcn)
get_config() (stellargraph.layer.appnp.APPNPPropagationLayer method)
(stellargraph.layer.cluster_gcn.ClusterGraphConvolution method)
(stellargraph.layer.gcn.GraphConvolution method)
(stellargraph.layer.graph_attention.GraphAttention method)
(stellargraph.layer.hinsage.MeanHinAggregator method)
(stellargraph.layer.link_inference.LinkEmbedding method)
(stellargraph.layer.ppnp.PPNPPropagationLayer method)
(stellargraph.layer.rgcn.RelationalGraphConvolution 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
has_node() (stellargraph.core.StellarGraph method)
HinSAGE (class in stellargraph.layer.hinsage)
HinSAGELinkGenerator (class in stellargraph.mapper)
HinSAGENodeGenerator (class in stellargraph.mapper)
I
in_nodes() (stellargraph.core.StellarGraph method)
info() (stellargraph.core.StellarGraph method)
is_directed() (stellargraph.core.StellarGraph 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.graphsage.GraphSAGE method)
link_regression() (in module stellargraph.layer.link_inference)
LinkEmbedding (class in 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)
MovieLens (class in stellargraph.datasets.datasets)
N
neighbors() (stellargraph.core.StellarGraph method)
node_degrees() (stellargraph.core.StellarGraph method)
node_feature_sizes() (stellargraph.core.StellarGraph method)
node_features() (stellargraph.core.StellarGraph method)
node_index() (stellargraph.core.GraphSchema method)
node_model() (stellargraph.layer.attri2vec.Attri2Vec method)
(stellargraph.layer.graphsage.GraphSAGE method)
node_type() (stellargraph.core.StellarGraph method)
node_types (stellargraph.core.StellarGraph attribute)
nodes() (stellargraph.core.StellarGraph method)
nodes_of_type() (stellargraph.core.StellarGraph method)
number_of_edges() (stellargraph.core.StellarGraph method)
number_of_nodes() (stellargraph.core.StellarGraph method)
O
out_nodes() (stellargraph.core.StellarGraph 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)
PubMedDiabetes (class in stellargraph.datasets.datasets)
R
RelationalFullBatchNodeGenerator (class in stellargraph.mapper)
RelationalGraphConvolution (class in stellargraph.layer.rgcn)
RGCN (class in stellargraph.layer.rgcn)
run() (stellargraph.data.BiasedRandomWalk method)
(stellargraph.data.SampledBreadthFirstWalk method)
(stellargraph.data.SampledHeterogeneousBreadthFirstWalk method)
(stellargraph.data.UniformRandomMetaPathWalk method)
(stellargraph.data.UniformRandomWalk method)
(stellargraph.data.UnsupervisedSampler method)
S
sample_features() (stellargraph.mapper.Attri2VecLinkGenerator method)
(stellargraph.mapper.Attri2VecNodeGenerator method)
(stellargraph.mapper.DirectedGraphSAGENodeGenerator 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 (class in stellargraph.core)
stellargraph.core (module)
stellargraph.data (module)
stellargraph.datasets.datasets (module)
stellargraph.layer.appnp (module)
stellargraph.layer.attri2vec (module)
stellargraph.layer.cluster_gcn (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.layer.rgcn (module)
stellargraph.mapper (module)
stellargraph.utils.calibration (module)
stellargraph.utils.ensemble (module)
T
TemperatureCalibration (class in stellargraph.utils.calibration)
to_adjacency_matrix() (stellargraph.core.StellarGraph method)
to_networkx() (stellargraph.core.StellarGraph method)
train_test_split() (stellargraph.data.EdgeSplitter method)
type_adjacency_list() (stellargraph.core.GraphSchema method)
U
UniformRandomMetaPathWalk (class in stellargraph.data)
UniformRandomWalk (class in stellargraph.data)
UnsupervisedSampler (class in stellargraph.data)
Read the Docs
v: v0.9.0
Versions
latest
stable
v0.9.0
v0.8.4
v0.8.3
v0.8.2
v0.8.1
v0.8.0
v0.7.3
v0.7.2
v0.7.1
v0.7.0
v0.6.1
v0.6.0
v0.5.0
0.4.1
v0.4.0
v0.3.0
v0.2.0
v0.1.0
Downloads
On Read the Docs
Project Home
Builds
Free document hosting provided by
Read the Docs
.