#' Spectral Map Analysis
#' Input V must be linear
#' @param V a matrix on the linear scale
#' @return The singular value decomposition of the double centered matrix
#' @export
comp_svd <- function(V) {
V1 <- row_col_center(V)
s <- svd(V1)
return(s)
}
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