Fastbaps is a fast solution to the genetic clustering problem. It rapidly identifies an approximate fit to a Dirichlet process mixture model (DPM) for clustering multilocus genotype data. Our efficient model-based clustering approach is able to cluster datasets 10–100 times larger including over 110,000 sequences of HIV-1 pol genes.

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