Kmedian

This is the implementation of Kmedian analysis on the structured data. Kmedian analysis is useful if the distance between the data points is explained by Manhattan distance. The Kmedian analysis minimizes the L1 norm that is the sum of absolute deviations, instead of the squared ones as done by Kmeans.