Gram matrix without loops
I need to find the Gram G matrix from the column vectors of the H matrix, for example. H = [h_1, h_2, ..., h_m] and G [i, j] = (h_i, h_j) for each i, j from 1 to m, where (,) denotes a dot product. I wrote the following code in R:
Gram <- function(H)
{
m <- dim(H)[2]
G <- matrix(NA, m, m)
for(i in 1:m)
for(j in 1:m)
G[i, j] <- H[, i] %*% H[, j]
G
}
Is there a way to avoid loops?
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