normalize function

Normalization rows or columns of a matrix

normalize(
  X,
  dim = 1,
  weights = if (dim == 1) 1/sqrt(rowSums(X^2)) else 1/sqrt(colSums(X^2))
)

Arguments

• X: matrix with numeric values
• dim: which dimension to normalize (1 for rows, 2 for columns)
• weights: vector with normalization weights, by default 2-norm is used