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Add Bayesian K-Means #94

@collinleiber

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@collinleiber

Add the Bayesian K-Means algorithm.

Welling, Max, and Kenichi Kurihara. "Bayesian K-means as a “maximization-expectation” algorithm." Proceedings of the 2006 SIAM international conference on data mining. Society for Industrial and Applied Mathematics, 2006.

Matlab Code: https://kenichikurihara.com/bayesian-k-means/

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