object BoundedTreeWidthChains
The BoundedTreeWidthChains object is used to find bounded tree width
chains to add edges to a Bayesian Network graph.
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def
edgeUpdate(g: MGraph[Double], mp: MGraph[Double], e: Pair): Unit
Update edges of 'mp' (M+) when adding (s → t) to 'g'.
Update edges of 'mp' (M+) when adding (s → t) to 'g'. This corresponds to Algorithm 3 in the paper.
- g
the maximum scoring graph of bounded treewidth
- mp
the triangulated moralized graph of g
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def
learnChain(g: MGraph[Double], order: (Array[Int], Array[Int])): Array[Pair]
Learn the optimal non-contaminating chain with respect to topological node ordering.
Learn the optimal non-contaminating chain with respect to topological node ordering. This corresponds to Algorithm 6 in the paper.
- g
the maximum scoring graph of bounded treewidth
- order
the topological ordering of vertices and blocks
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