normalize: Normalization rows or columns of a matrix

In pcv: Procrustes Cross-Validation

Normalization rows or columns of a matrix

Description

Normalization rows or columns of a matrix

Usage

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

pcv documentation built on Aug. 13, 2023, 1:07 a.m.