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Introduction
Paddle Graph Learning (PGL)
Quick Start
Quick Start Instructions
Quick Start with Heterogenous Graph
Examples
GCN: Graph Convolutional Networks
GAT: Graph Attention Networks
Using StaticGraphWrapper for Speed Optimization
node2vec: Scalable Feature Learning for Networks
GraphSAGE: Inductive Representation Learning on Large Graphs
DGI: Deep Graph Infomax
Distributed Deepwalk in PGL
Distribute GraphSAGE in PGL
GES: Graph Embedding with Side Information
LINE: Large-scale Information Network Embedding
SGC: Simplifying Graph Convolutional Networks
struc2vec: Learning Node Representations from Structural Identity
GATNE: General Attributed Multiplex HeTerogeneous Network Embedding
metapath2vec: Scalable Representation Learning for Heterogeneous Networks
Unsupervised GraphSAGE in PGL
API Reference
API Reference
The Team
The Team
pgl
Docs
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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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O
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P
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R
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S
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T
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V
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Y
A
adj_dst_index() (pgl.graph.Graph property)
adj_src_index() (pgl.graph.Graph property)
ArXivDataset (class in pgl.data_loader)
B
BaseGraphWrapper (class in pgl.graph_wrapper)
BlogCatalogDataset (class in pgl.data_loader)
C
CitationDataset (class in pgl.data_loader)
constant() (in module pgl.utils.paddle_helper)
CoraDataset (class in pgl.data_loader)
D
deserialize_data() (in module pgl.utils.mp_reader)
dump() (pgl.graph.Graph method)
E
edge_feat() (pgl.graph.Graph property)
(pgl.graph_wrapper.BaseGraphWrapper property)
(pgl.heter_graph.HeterGraph property)
edge_feat_info() (pgl.graph.Graph method)
(pgl.heter_graph.HeterGraph method)
edge_types() (pgl.heter_graph.HeterGraph property)
edge_types_info() (pgl.heter_graph.HeterGraph method)
edges() (pgl.graph.Graph property)
(pgl.graph_wrapper.BaseGraphWrapper property)
F
forward() (pgl.layers.Set2Set method)
G
gat() (in module pgl.layers)
gather() (in module pgl.utils.paddle_helper)
gcn() (in module pgl.layers)
gin() (in module pgl.layers)
Graph (class in pgl.graph)
graph (pgl.data_loader.ArXivDataset attribute)
(pgl.data_loader.BlogCatalogDataset attribute)
(pgl.data_loader.CitationDataset attribute)
(pgl.data_loader.CoraDataset attribute)
graph_lod() (pgl.graph.Graph property)
(pgl.graph_wrapper.BaseGraphWrapper property)
graph_norm() (in module pgl.layers)
graph_pooling() (in module pgl.layers)
GraphWrapper (class in pgl.graph_wrapper)
H
has_edges_between() (pgl.graph.Graph method)
HeterGraph (class in pgl.heter_graph)
HeterGraphWrapper (class in pgl.heter_graph_wrapper)
holder_list() (pgl.graph_wrapper.GraphWrapper property)
I
indegree() (pgl.graph.Graph method)
(pgl.graph_wrapper.BaseGraphWrapper method)
(pgl.heter_graph.HeterGraph method)
initialize() (pgl.graph_wrapper.StaticGraphWrapper method)
L
lod_constant() (in module pgl.utils.paddle_helper)
log (in module pgl.utils.mp_reader)
M
MultiGraph (class in pgl.graph)
multiprocess_reader() (in module pgl.utils.mp_reader)
N
node2vec_random_walk() (pgl.graph.Graph method)
node_batch_iter() (pgl.graph.Graph method)
(pgl.heter_graph.HeterGraph method)
node_feat() (pgl.graph.Graph property)
(pgl.graph_wrapper.BaseGraphWrapper property)
(pgl.heter_graph.HeterGraph property)
node_feat_info() (pgl.graph.Graph method)
(pgl.heter_graph.HeterGraph method)
node_types() (pgl.heter_graph.HeterGraph property)
nodes() (pgl.graph.Graph property)
(pgl.heter_graph.HeterGraph property)
num_classes (pgl.data_loader.CitationDataset attribute)
(pgl.data_loader.CoraDataset attribute)
num_edges() (pgl.graph.Graph property)
(pgl.heter_graph.HeterGraph property)
num_graph() (pgl.graph.Graph property)
(pgl.graph_wrapper.BaseGraphWrapper property)
num_groups (pgl.data_loader.BlogCatalogDataset attribute)
num_nodes() (pgl.graph.Graph property)
(pgl.graph_wrapper.BaseGraphWrapper property)
(pgl.heter_graph.HeterGraph property)
num_nodes_by_type() (pgl.heter_graph.HeterGraph method)
numpy_deserialize_data() (in module pgl.utils.mp_reader)
numpy_serialize_data() (in module pgl.utils.mp_reader)
O
outdegree() (pgl.graph.Graph method)
(pgl.heter_graph.HeterGraph method)
P
pgl.data_loader (module)
pgl.graph (module)
pgl.graph_wrapper (module)
pgl.heter_graph (module)
pgl.heter_graph_wrapper (module)
pgl.layers (module)
pgl.utils.mp_reader (module)
pgl.utils.paddle_helper (module)
predecessor() (pgl.graph.Graph method)
(pgl.heter_graph.HeterGraph method)
R
random_walk() (pgl.graph.Graph method)
recv() (pgl.graph_wrapper.BaseGraphWrapper method)
reindex_from_parrent_nodes() (pgl.graph.SubGraph method)
(pgl.heter_graph.SubHeterGraph method)
reindex_to_parrent_nodes() (pgl.graph.SubGraph method)
(pgl.heter_graph.SubHeterGraph method)
S
sample_edges() (pgl.graph.Graph method)
sample_nodes() (pgl.graph.Graph method)
(pgl.heter_graph.HeterGraph method)
sample_predecessor() (pgl.graph.Graph method)
(pgl.heter_graph.HeterGraph method)
sample_successor() (pgl.graph.Graph method)
(pgl.heter_graph.HeterGraph method)
scatter_add() (in module pgl.utils.paddle_helper)
scatter_max() (in module pgl.utils.paddle_helper)
send() (pgl.graph_wrapper.BaseGraphWrapper method)
sequence_softmax() (in module pgl.utils.paddle_helper)
serialize_data() (in module pgl.utils.mp_reader)
Set2Set (class in pgl.layers)
sorted_edges() (pgl.graph.Graph method)
StaticGraphWrapper (class in pgl.graph_wrapper)
SubGraph (class in pgl.graph)
subgraph() (pgl.graph.Graph method)
SubHeterGraph (class in pgl.heter_graph)
successor() (pgl.graph.Graph method)
(pgl.heter_graph.HeterGraph method)
T
test_index (pgl.data_loader.BlogCatalogDataset attribute)
(pgl.data_loader.CitationDataset attribute)
(pgl.data_loader.CoraDataset attribute)
to_feed() (pgl.graph_wrapper.GraphWrapper method)
(pgl.heter_graph_wrapper.HeterGraphWrapper method)
train_index (pgl.data_loader.BlogCatalogDataset attribute)
(pgl.data_loader.CitationDataset attribute)
(pgl.data_loader.CoraDataset attribute)
V
val_index (pgl.data_loader.CitationDataset attribute)
(pgl.data_loader.CoraDataset attribute)
Y
y (pgl.data_loader.CitationDataset attribute)
(pgl.data_loader.CoraDataset attribute)
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