+++ /dev/null
-function[] = generateRunSaveTest_EMGrank(n, p, m, k, mini, maxi, gamma, rank, varargin)
-
- %set defaults for optional inputs
- optargs = {200 15 10 3 5 10 1.0 1:3};
- %replace defaults by user parameters
- optargs(1:length(varargin)) = varargin;
- [n, p, m, k, mini, maxi, gamma, rank] = optargs{:};
- mini = int64(mini);
- maxi = int64(maxi);
- rank = int64(rank);
- tau = 1e-6;
-
- Pi = (1.0/k)*ones(1,k);
- Rho = zeros(m,m,k);
- for r=1:k
- Rho(:,:,r) = eye(m);
- end
-
- %Generate X and Y
- [X, Y, ~] = generateIOdefault(n, p, m, k);
-
- %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
-
- testFolder = 'data/';
- mkdir(testFolder);
- delimiter = ' ';
-
- %save inputs
- dlmwrite(strcat(testFolder,'Rho'), reshape(Rho,1,[]), delimiter);
- dlmwrite(strcat(testFolder,'Pi'), Pi, delimiter);
- dlmwrite(strcat(testFolder,'mini'), mini, delimiter);
- dlmwrite(strcat(testFolder,'maxi'), maxi, delimiter);
- dlmwrite(strcat(testFolder,'X'), reshape(X,1,[]), delimiter);
- dlmwrite(strcat(testFolder,'Y'), reshape(Y,1,[]), delimiter);
- dlmwrite(strcat(testFolder,'tau'), tau, delimiter);
- dlmwrite(strcat(testFolder,'rank'), rank, delimiter);
- dlmwrite(strcat(testFolder,'dimensions'), [n,p,m,k], delimiter);;
-
- [phi,LLF] = EMGrank(Pi,Rho,mini,maxi,X,Y,tau,rank);
-
- %save output
- dlmwrite(strcat(testFolder,'phi'), reshape(phi,1,[]), delimiter);
- dlmwrite(strcat(testFolder,'LLF'), LLF, delimiter);
-
-end