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Add Metis Hierarchy #34

@dgleich

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@dgleich

It'd be lovely to have Julia code for the metis hierarchy.

hier = metis_hierarchy(A;...)
hier.nlevels
hier.graphs # Arrary of SparseMatrix types...

along with some restriction and propagation functions to translate data between levels. This would make a pure Julia Neo-K-means implementation easy.

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