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-rw-r--r--sourcecodes/bnt-master/KPMstats/test_dir.m19
1 files changed, 19 insertions, 0 deletions
diff --git a/sourcecodes/bnt-master/KPMstats/test_dir.m b/sourcecodes/bnt-master/KPMstats/test_dir.m
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+% # of sample points
+n_samples = 1000;
+
+p = ones(3,1)/3;
+
+% Low Entropy
+alpha = 0.5*p;
+
+% High Entropy
+%alpha = 10*p;
+
+% draw n_samples random points from the 3-d dirichlet(alpha),
+% and plot the results
+points = zeros(3,n_samples);
+for i = 1:n_samples
+    points(:,i) = dirichletrnd(alpha);
+end
+
+scatter3(points(1,:)', points(2,:)', points(3,:)', 'r', '.', 'filled');
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