| 1 | function[] = generateRunSaveTest_EMGLLF(n, p, m, k, mini, maxi, gamma, lambda, varargin) |
| 2 | |
| 3 | %set defaults for optional inputs |
| 4 | optargs = {200 15 10 3 5 10 1.0 0.5}; |
| 5 | %replace defaults by user parameters |
| 6 | optargs(1:length(varargin)) = varargin; |
| 7 | [n, p, m, k, mini, maxi, gamma, lambda] = optargs{:}; |
| 8 | tau = 1e-6; |
| 9 | mini = int64(mini); |
| 10 | maxi = int64(maxi); |
| 11 | |
| 12 | %Generate phiInit,piInit,... |
| 13 | [phiInit,rhoInit,piInit,gamInit] = basicInitParameters(n, p, m, k); |
| 14 | |
| 15 | %Generate X and Y |
| 16 | [X, Y, ~] = generateIOdefault(n, p, m, k); |
| 17 | |
| 18 | %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% |
| 19 | |
| 20 | testFolder = 'data/'; |
| 21 | mkdir(testFolder); |
| 22 | delimiter = '\n'; |
| 23 | |
| 24 | %save inputs |
| 25 | dlmwrite(strcat(testFolder,'phiInit'), reshape(phiInit,1,[]), delimiter); |
| 26 | dlmwrite(strcat(testFolder,'rhoInit'), reshape(rhoInit,1,[]), delimiter); |
| 27 | dlmwrite(strcat(testFolder,'piInit'), piInit, delimiter); |
| 28 | dlmwrite(strcat(testFolder,'gamInit'), reshape(gamInit,1,[]), delimiter); |
| 29 | dlmwrite(strcat(testFolder,'mini'), mini, delimiter); |
| 30 | dlmwrite(strcat(testFolder,'maxi'), maxi, delimiter); |
| 31 | dlmwrite(strcat(testFolder,'gamma'), gamma, delimiter); |
| 32 | dlmwrite(strcat(testFolder,'lambda'), lambda, delimiter); |
| 33 | dlmwrite(strcat(testFolder,'X'), reshape(X,1,[]), delimiter); |
| 34 | dlmwrite(strcat(testFolder,'Y'), reshape(Y,1,[]), delimiter); |
| 35 | dlmwrite(strcat(testFolder,'tau'), tau, delimiter); |
| 36 | dlmwrite(strcat(testFolder,'dimensions'), [n,p,m,k], delimiter); |
| 37 | |
| 38 | [phi,rho,pi,LLF,S] = EMGLLF(phiInit,rhoInit,piInit,gamInit,mini,maxi,gamma,lambda,X,Y,tau); |
| 39 | |
| 40 | %save output |
| 41 | dlmwrite(strcat(testFolder,'phi'), reshape(phi,1,[]), delimiter); |
| 42 | dlmwrite(strcat(testFolder,'rho'), reshape(rho,1,[]), delimiter); |
| 43 | dlmwrite(strcat(testFolder,'pi'), pi, delimiter); |
| 44 | dlmwrite(strcat(testFolder,'LLF'), LLF, delimiter); |
| 45 | dlmwrite(strcat(testFolder,'S'), reshape(S,1,[]), delimiter); |
| 46 | |
| 47 | end |