scripts/builtin/scaleMinMax.dml

#-------------------------------------------------------------
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#-------------------------------------------------------------

# This function performs min-max normalization (rescaling to [0,1]).
#
# INPUT:
# ---------------------------------------------
# X      Input feature matrix
# ---------------------------------------------
#
# OUTPUT:
# --------------------------------------------
# Y     Scaled output matrix
# --------------------------------------------

m_scaleMinMax = function(Matrix[Double] X)
  return (Matrix[Double] Y)
{
  Y = (X - colMins(X)) / (colMaxs(X) - colMins(X));
}