aesthetics

steven2358 · steven2358 · commit ff88eb6e54be · 2015-12-07T12:05:44.000+01:00
diff --git a/demo/km_demo_akcca.m b/demo/km_demo_akcca.m
@@ -13,7 +13,7 @@
 % https://github.com/steven2358/kmbox
 
 close all
-clear all
+clear
 rs = 1; % seed for random generator
 rng('default')
 rng(rs)
@@ -126,4 +126,4 @@
 figure; hold all
 plot(s(vars.ind_s))
 plot(sc*eval.s_est);
-legend('source signal','recovered signal')
+legend('source signal','recovered signal')
diff --git a/demo/km_demo_kcca.m b/demo/km_demo_kcca.m
@@ -19,7 +19,7 @@
 % This file is part of the Kernel Methods Toolbox for MATLAB.
 % https://github.com/steven2358/kmbox
 
-close all; clear all
+close all; clear
 rs = 1; % seed for random generator
 rng('default')
 rng(rs)
@@ -82,4 +82,4 @@
 fprintf('\n')
 
 % figure;plot(sort(diag(real(betas))))  % check eigenvalues
-% figure;plot(sort(diag(betas))); % imaginary part due to numerical error
+% figure;plot(sort(diag(betas))); % imaginary part due to numerical error
diff --git a/demo/km_demo_kcca_full.m b/demo/km_demo_kcca_full.m
@@ -21,7 +21,7 @@
 % This file is part of the Kernel Methods Toolbox for MATLAB.
 % https://github.com/steven2358/kmbox
 
-close all; clear all
+close all; clear
 rs = 1; % seed for random generator
 rng('default')
 rng(rs)
@@ -83,4 +83,4 @@
 fprintf('\n')
 
 % figure;plot(sort(diag(real(betas))))  % check eigenvalues
-% figure;plot(sort(diag(betas))); % imaginary part due to numerical error
+% figure;plot(sort(diag(betas))); % imaginary part due to numerical error
diff --git a/demo/km_demo_kde.m b/demo/km_demo_kde.m
@@ -6,7 +6,7 @@
 % https://github.com/steven2358/kmbox
 
 close all
-clear all
+clear
 
 %% PARAMETERS
 
@@ -41,4 +41,4 @@
 hold on
 plot(xx,pp,'r','LineWidth',3);
 
-legend('histogram','KDE')
+legend('histogram','KDE')
diff --git a/demo/km_demo_kiham.m b/demo/km_demo_kiham.m
@@ -15,7 +15,7 @@
 
 %% STATE
 
-close all; clear all
+close all; clear
 % rs = sum(100*clock);
 rs = 1; % seed for random generator
 rng('default')
diff --git a/demo/km_demo_kpca_3clusters.m b/demo/km_demo_kpca_3clusters.m
@@ -11,7 +11,7 @@
 % https://github.com/steven2358/kmbox
 
 close all
-clear all
+clear
 
 %% PARAMETERS
 
@@ -74,4 +74,4 @@
 		'MarkerFaceColor','White','MarkerEdgeColor','Black')
 	set(gca, 'XTick', [])
 	set(gca, 'YTick', [])
-end
+end
diff --git a/demo/km_demo_kpca_u.m b/demo/km_demo_kpca_u.m
@@ -11,7 +11,7 @@
 % https://github.com/steven2358/kmbox
 
 close all
-clear all
+clear
 
 %% PARAMETERS
 
@@ -81,4 +81,4 @@
 		'MarkerFaceColor','White','MarkerEdgeColor','Black')
 	set(gca, 'XTick', [])
 	set(gca, 'YTick', [])
-end
+end
diff --git a/demo/km_demo_krls_mg30.m b/demo/km_demo_krls_mg30.m
@@ -11,7 +11,7 @@
 % https://github.com/steven2358/kmbox
 
 close all
-clear all
+clear
 
 %% PARAMETERS
 
@@ -143,4 +143,4 @@
 plot(y_test,'b')
 plot(y_est,'g')
 legend({'Test output','Estimated output'})
-title(sprintf('%s mem=%d',pars.algo,length(vars.basis)))
+title(sprintf('%s mem=%d',pars.algo,length(vars.basis)))
diff --git a/demo/km_demo_krls_wiener.m b/demo/km_demo_krls_wiener.m
@@ -14,7 +14,7 @@
 % https://github.com/steven2358/kmbox
 
 close all
-clear all
+clear
 
 %% PARAMETERS
 
@@ -116,4 +116,4 @@
 plot(y_test,'b')
 plot(y_est,'g')
 legend({'Test output','Estimated output'})
-title(sprintf('%s, m=%d',pars.algo,pars.M))
+title(sprintf('%s, m=%d',pars.algo,pars.M))
diff --git a/demo/km_demo_krlst.m b/demo/km_demo_krlst.m
@@ -17,7 +17,7 @@
 % https://github.com/steven2358/kmbox
 
 close all
-clear all
+clear
 
 %% PARAMETERS
 
@@ -99,4 +99,4 @@
 plot(y_test,'b')
 plot(y_est,'g')
 legend({'Test output','Estimated output'})
-title(sprintf('KRLS-T m=%d',pars.M))
+title(sprintf('KRLS-T m=%d',pars.M))
diff --git a/demo/km_demo_krr.m b/demo/km_demo_krr.m
@@ -11,7 +11,7 @@
 % https://github.com/steven2358/kmbox
 
 close all
-clear all
+clear
 
 %% PARAMETERS
 
@@ -42,4 +42,4 @@
 plot(x2,y2,'r');
 plot(x2,y2sinc,':','Color',[.5 .5 .5])
 legend('noisy data','regression','true sinc function')
-title('Kernel ridge regression demo')
+title('Kernel ridge regression demo')
diff --git a/demo/km_demo_krr_icd.m b/demo/km_demo_krr_icd.m
@@ -8,7 +8,7 @@
 % https://sourceforge.net/projects/kmbox
 
 close all
-clear all
+clear
 
 %% PARAMETERS
 
diff --git a/demo/km_demo_pca.m b/demo/km_demo_pca.m
@@ -8,7 +8,7 @@
 % https://github.com/steven2358/kmbox
 
 close all
-clear all
+clear
 
 %% PARAMETERS
 
@@ -33,4 +33,3 @@
 axis equal
 legend('data','first principal components','first principal direction','second principal direction')
 title('linear PCA demo')
-
diff --git a/demo/km_demo_template.m b/demo/km_demo_template.m
@@ -9,12 +9,12 @@
 % https://github.com/steven2358/kmbox
 
 close all
-clear all
+clear
 
 %% PARAMETERS
 
 %% PROGRAM
 tic
 
 toc
-%% OUTPUT
+%% OUTPUT
diff --git a/lib/km_akcca.m b/lib/km_akcca.m
@@ -615,4 +615,4 @@
 err_vec = data_1_norm - sc*data_2;
 
 MSE = err_vec'*err_vec;
-sc = sc*norm(data_1);
+sc = sc*norm(data_1);
diff --git a/lib/km_aldkrls.m b/lib/km_aldkrls.m
@@ -102,4 +102,4 @@
 		vars.basis = basis;
 		
 		out = vars;
-end
+end
diff --git a/lib/km_kde.m b/lib/km_kde.m
@@ -39,4 +39,3 @@
 for i=1:N,
 	y = y + 1/N*c*exp(-(data(i)-x).^2/(2*sigma^2));
 end
-
diff --git a/lib/km_kernel.m b/lib/km_kernel.m
@@ -42,4 +42,4 @@
 		
 	otherwise	% default case
 		error ('unknown kernel type')
-end
+end
diff --git a/lib/km_krr.m b/lib/km_krr.m
@@ -30,4 +30,4 @@
 alpha = (K+c*I)\Y;
 
 K2 = km_kernel(X2,X,ktype,kpar);
-Y2 = K2*alpha;
+Y2 = K2*alpha;
diff --git a/lib/km_krr_icd.m b/lib/km_krr_icd.m
@@ -29,4 +29,4 @@
 alpha = K\Y;
 
 K2 = km_kernel(X2,X(subset,:),ktype,kpar);
-Y2 = K2*alpha;
+Y2 = K2*alpha;
diff --git a/lib/km_norma.m b/lib/km_norma.m
@@ -89,4 +89,4 @@
 		vars.basis = basis;
 		
 		varout = vars;
-end
+end
diff --git a/lib/km_pca.m b/lib/km_pca.m
@@ -23,4 +23,4 @@
 [v,ind] = sort(v,'descend');
 E = E(:,ind);
 
-Xp = X*E(:,1:m);
+Xp = X*E(:,1:m);
diff --git a/lib/km_qklms.m b/lib/km_qklms.m
@@ -91,4 +91,4 @@
         vars.basis = basis;
         
         varout = vars;
-end
+end
