normalize.m

来自「一个用EM算法的源程序」· M 代码 · 共 15 行

% Normalize each column of an array to be of unit length.
% Usage:
%   normalize(X) normalizes the columns of X.
%   normalize(X,2) normalizes the rows of X.
%   normalize(X,DIM) normalizes along dimension DIM of X.
function [normalizedData,normalizationFactor] = normalize(data, dimension)

if(nargin<2), 
    dimension = 1;
end

normalizationFactor = sqrt(sum(conj(data).*data, dimension));
resizeArray = ones(1, ndims(data));
resizeArray(dimension) = size(data, dimension);
normalizedData =  data ./ repmat(normalizationFactor, resizeArray);