wolffd@0: % Compare different loopy belief propagation algorithms on a graph with many loops
wolffd@0: % If LBP converges, the means should be exact
wolffd@0: 
wolffd@0: bnet = mk_asia_bnet('gauss');
wolffd@0: 
wolffd@0: engines = {};
wolffd@0: engines{end+1} = jtree_inf_engine(bnet);
wolffd@0: engines{end+1} = pearl_inf_engine(bnet, 'protocol', 'parallel');
wolffd@0: 
wolffd@0: [time, engines] = cmp_inference_static(bnet, engines, 'maximize', 0, 'exact', 1, 'observed', [1 3 5], ...
wolffd@0: 				   'check_ll', 0, 'singletons_only', 0, 'check_converged', 2);
wolffd@0: