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function [W,What]=norm_weights(W)
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[n,m]=size(W);
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%normalise weights
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for j=1:n
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W(j,:)=W(j,:)./norm(W(j,:),1);
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What(j,:)=W(j,:)./norm(W(j,:),inf);
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end
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