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  • Pre-whitening the data makes the distance calculations cheaper.
  • The scipy k-means implementation itself seems to be faster than ours.

This isn't reproducing the review results yet. I may not be passing the right args to the scipy kmeans algorithm.

 - Pre-whitening the data makes the distance calculations cheaper.
 - The scipy k-means implementation itself seems to be faster than ours.

This isn't reproducing the review results yet. I may not be passing
the right args to the scipy kmeans algorithm.
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