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comik/standardizeMatrix.m
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function stdM = standardizeMatrix(M) | |
% STANDARDIZEMATRIX | |
% Return a standardized version of matrix M where all entries are in range[0,1]. | |
% | |
% INPUT PARAMS | |
% Param M (matrix) | |
% Input matrix that is to be standardized | |
% | |
% OUTPUT PARAMS | |
% Param stdM (matrix) | |
% Output matrix | |
% | |
% ADDITIONAL NOTES | |
% | |
% Author: snikumbh@mpi-inf.mpg.de | |
stdM = zeros(size(M)); | |
mins = repmat(min(M,[],2), 1,size(M,2)); | |
maxs = repmat(max(M,[],2), 1,size(M,2)); | |
stdM = (M - mins)./(maxs - mins); | |
end |