add PQ.refine for when you already built PQ once for a similar set of vectors #209
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- replace divInPlace() with scale() - remove add() that had same semantics as addInPlace() - l2normalize() operates in-place
…ces don't make sense (we have no way to easily compute new centroids from the points assigned to each cluster)
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(first 3 commits are identical to the first 3 from APQ)