Return the Moral Graph

Returns the moralized graph of a given directed graph.

Parameters:G (NetworkX graph) – Directed graph
Returns:H – The undirected moralized graph of G
Return type:NetworkX graph


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.


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