StellarGraph
v0.8.4
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
|
P
|
R
|
S
|
T
|
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)
Read the Docs
v: v0.8.4
Versions
latest
stable
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
.