example_2.m.svn-base

Probabilistic graphical models in matlab.

my_network = new_model('pairwise', 'mrf', 10, 10 );
my_network = set_all_variables_sizes(my_network, 3);
my_network = set_all_potentials(my_network, 'normal', [1 7 2 ; 5 6 2; 9 9 8]);
my_network = compute_inference(my_network, 'gibbs', 1000);
my_network.marginals{:}
my_network = compute_inference(my_network, 'loopy', 100);
my_network.marginals{:}