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Affinity Propagation is a clustering algorithm that does not require pre-specifying the number of clusters like
k-means and other similar algorithms do. This is a ruby implementation of the original version defined by Frey and
Dueck in http://www.psi.toronto.edu/affinitypropagation/FreyDueckScience07.pdf
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