Upload New File

Matlab Code/buildGMM.m

+function [gmPDF, Z, gm, x_area, y_area] = buildGMM(plotArea, mu, sigma)
+% BUILDGMM builds a gmm based on means and comvariances and gives the pdf
+% back along with a matrix of points evaluated over the sim plot range
+
+% mu = 10*rand(k,sim.d); % means
+% sigma = 5 + ones(1,2,k); % covariances
+gm = gmdistribution(mu, sigma);
+gmPDF = @(x,y)pdf(gm,[x y]);
+x_area = plotArea(1):0.1:plotArea(2); % use plot range
+y_area = plotArea(3):0.1:plotArea(4);
+Z = zeros(numel(y_area), numel(x_area));
+for i = 1:numel(x_area)
+    for j = 1:numel(y_area)
+        
+        Z(j,i) = gmPDF(x_area(i), y_area(j));
+        
+    end
+end
+
+% want to build in clever sampling based on the gm distribution so we dont
+% have to sample as much
+
+end
\ No newline at end of file