random_linear_combination.m
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			function B = random_linear_combination(N, lin_combin)
			% Create a random matrix used to apply a linear combination on the dataset
			% Inputs :
			% lin_combin : boolean, if true return a matrix to apply a linear
			% combination on the dataset, otherwise return the identity
			%
			% Outputs :
			% B : Linear combination matrix
			%

			if lin_combin
			coef = randi(20, 1, N);
			B = [];
			for j=1:N
			B = horzcat(B, coef(j)*rand(N,1));
			end
			else
			B = eye(N);
			end


			return

ML_ECMO/synthetic_data/data_generation/random_linear_combination.mc4c453efe50dmaster