Perform clustering of the unlabeled data set, Applied Statistics

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Perform clustering of the unlabeled data set. You could use provided initial centroids set or generate your own. Also there could be considered next stopping criteria:

- maximal number of iterations: 100,

- cluster are consistent (no changes in group matrix or centroids on current iteration, which mean that the clusters are balanced).

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