moral_graph

moral_graph(G)[source]

Return the Moral Graph

Returns the moralized graph of a given directed graph.

Parameters
GNetworkX graph

Directed graph

Returns
HNetworkX graph

The undirected moralized graph of G

Notes

A moral graph is an undirected graph H = (V, E) generated from a directed Graph, where if a node has more than one parent node, edges between these parent nodes are inserted and all directed edges become undirected.

https://en.wikipedia.org/wiki/Moral_graph

References

1

Wray L. Buntine. 1995. Chain graphs for learning. In Proceedings of the Eleventh conference on Uncertainty in artificial intelligence (UAI’95)