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Description of the bounds of grid search function.
up_low(dist_mat)
a square matrix of the same dimensions of the input matrix, comprised of the sum square differences.
a square distance matrix
This ancillary function finds the upper and lower bounds of the grid search implemented in the kernel score test.
The function returns an m x m matrix (where m is the number of networks) to be used as input for the kernel function.