Normalize Rows to Unit Length

Normalizes each row of a matrix to have unit L2 norm. Used in multiblock PLS to balance task and behavior blocks.

Usage

normalize_rows(X, margin = 1L)

Arguments

X

Matrix to normalize

margin

1 for rows (default), 2 for columns

Value

Normalized matrix