Add Metis Hierarchy

[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.