easygraph.functions.graph_embedding.NOBE module#

easygraph.functions.graph_embedding.NOBE.NOBE(G, K)[source]#

Graph embedding via NOBE[1].

Parameters:

  • G (easygraph.Graph) – An unweighted and undirected graph.

  • K (int) – Embedding dimension k

Returns:

Y – list of embedding vectors (y1, y2, · · · , yn)

Return type:

list

Examples

>>> NOBE(G,K=15)

References

easygraph.functions.graph_embedding.NOBE.NOBE_GA(G, K)[source]#

Graph embedding via NOBE-GA[1].

Parameters:

  • G (easygraph.Graph) – An unweighted and undirected graph.

  • K (int) – Embedding dimension k

Returns:

Y – list of embedding vectors (y1, y2, · · · , yn)

Return type:

list

Examples

>>> NOBE_GA(G,K=15)

References