GraphSignals

FeaturedGraph(graph, node_feature, edge_feature, global_feature)

A feature-equipped graph structure for passing graph to layer in order to provide graph dynamically. References to graph or features are hold in this type.

Arguments

• graph: should be a adjacency matrix, SimpleGraph, SimpleDiGraph (from LightGraphs) or SimpleWeightedGraph, SimpleWeightedDiGraph (from SimpleWeightedGraphs).
• node_feature: node features attached to graph.
• edge_feature: edge features attached to graph.
• gloabl_feature: gloabl graph features attached to graph.

NullGraph()

Null object for FeaturedGraph.

adjacency_list(::AbstractFeaturedGraph)

Get adjacency list of graph.

edge_feature(::AbstractFeaturedGraph)

Get edge feature attached to graph.

global_feature(::AbstractFeaturedGraph)

Get global feature attached to graph.

graph(::AbstractFeaturedGraph)

Get referenced graph.

node_feature(::AbstractFeaturedGraph)

Get node feature attached to graph.

ne(::AbstractFeaturedGraph)

Get edge number of graph.

nv(::AbstractFeaturedGraph)

Get node number of graph.