object KuhnMunkres extends BipartiteMatching
Algorithm to find a minimum cost matching on a bipartite graph.
Implements the hungarian algorithm.
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- def extractMatching(costs: Seq[Seq[Double]]): (IndexedSeq[Int], Double)
Given a matrix of positive weights, finds the minimum weight bipartite matching between to arrays.
Given a matrix of positive weights, finds the minimum weight bipartite matching between to arrays. Returns a matching from the rows (the first index into the matrix) to the columns (-1 for unmatched rows in the case of unbalanced entries) along with the total score of the matching.
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