DeepSNAP
0.2.0
Overview
Installation
Introduction
Background
DeepSNAP Graph
DeepSNAP Dataset
DeepSNAP Batch
DeepSNAP Heterogeneous Graph
DeepSNAP Heterogeneous GNN
Colab Notebooks
Homogeneous Graph
Heterogeneous Graph
Other Resources
Package Reference
deepsnap
deepsnap.batch
DeepSNAP Batch
deepsnap.dataset
DeepSNAP GraphDataset
DeepSNAP Dataset Generator
DeepSNAP Dataset EnsembleGenerator
deepsnap.graph
DeepSNAP Graph
deepsnap.hetero_gnn
Heterogeneous GNN “Wrapper” Layer
Heterogeneous GNN Layers
Heterogeneous GNN Functions
deepsnap.hetero_graph
DeepSNAP Heterogeneous Graph
DeepSNAP
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Index
Index
A
|
B
|
C
|
E
|
F
|
G
|
H
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I
|
K
|
L
|
M
|
N
|
P
|
R
|
S
|
T
|
U
A
add_edge_attr() (Graph static method)
add_graph_attr() (Graph static method)
add_node_attr() (Graph static method)
aggregate() (HeteroConv method)
apply_tensor() (Graph method)
apply_transform() (Batch method)
(Graph method)
(GraphDataset method)
apply_transform_multi() (Batch method)
(Graph method)
B
Batch (class in deepsnap.batch)
C
clone() (Graph method)
contiguous() (Graph method)
E
edge_types() (HeteroGraph property)
EnsembleGenerator (class in deepsnap.dataset)
F
filter() (GraphDataset method)
forward() (HeteroConv method)
(HeteroSAGEConv method)
forward_op() (in module deepsnap.hetero_gnn)
from_data_list() (Batch static method)
G
generate() (EnsembleGenerator method)
(Generator method)
Generator (class in deepsnap.dataset)
get_num_dims() (Graph method)
(HeteroGraph method)
get_num_labels() (Graph method)
(HeteroGraph method)
Graph (class in deepsnap.graph)
GraphDataset (class in deepsnap.dataset)
H
HeteroConv (class in deepsnap.hetero_gnn)
HeteroGraph (class in deepsnap.hetero_graph)
HeteroSAGEConv (class in deepsnap.hetero_gnn)
I
is_directed() (Graph method)
is_undirected() (Graph method)
K
keys() (Graph property)
L
loss_op() (in module deepsnap.hetero_gnn)
M
message() (HeteroSAGEConv method)
message_and_aggregate() (HeteroSAGEConv method)
message_types() (HeteroGraph property)
N
negative_sampling() (Graph static method)
(HeteroGraph static method)
node_types() (HeteroGraph property)
num_dims_dict() (GraphDataset method)
num_edge_features() (Graph property)
(GraphDataset property)
(HeteroGraph method)
num_edge_labels() (EnsembleGenerator property)
(Graph property)
(GraphDataset property)
(HeteroGraph method)
num_edges() (EnsembleGenerator property)
(Graph property)
(GraphDataset property)
(HeteroGraph method)
num_graph_features() (Graph property)
(GraphDataset property)
num_graph_labels() (EnsembleGenerator property)
(Graph property)
(GraphDataset property)
num_graphs() (Batch property)
num_labels() (GraphDataset property)
num_node_features() (Graph property)
(GraphDataset property)
(HeteroGraph method)
num_node_labels() (EnsembleGenerator property)
(Graph property)
(GraphDataset property)
(HeteroGraph method)
num_nodes() (EnsembleGenerator property)
(Graph property)
(GraphDataset property)
(HeteroGraph method)
P
pyg_to_graph() (Graph static method)
pyg_to_graphs() (GraphDataset static method)
R
raw_to_graph() (Graph static method)
resample_disjoint() (Graph method)
(GraphDataset method)
(HeteroGraph method)
reset_parameters() (HeteroConv method)
S
set_seed() (in module deepsnap)
split() (Graph method)
(GraphDataset method)
(HeteroGraph method)
split_link_pred() (Graph method)
(HeteroGraph method)
T
to() (Graph method)
(GraphDataset method)
to_data_list() (Batch method)
U
update() (HeteroSAGEConv method)
use() (in module deepsnap)