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Faster hierarchical clustering #294

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@mortonjt

For datasets without a clear defined phylogeny, we need to use hierarchical clustering.
The scipy implementation is quite slow, but perhaps we can speed this up with fastcluster : https://pypi.org/project/fastcluster/

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