annotate toolboxes/FullBNT-1.0.7/bnt/examples/static/Belprop/belprop_loopy_discrete.m @ 0:e9a9cd732c1e
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first hg version after svn
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wolffd |
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Tue, 10 Feb 2015 15:05:51 +0000 |
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1 % Compare different loopy belief propagation algorithms on a graph with many loops
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2
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3 bnet = mk_asia_bnet('orig');
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4
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5 engines = {};
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6 engines{end+1} = jtree_inf_engine(bnet);
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7 engines{end+1} = pearl_inf_engine(bnet, 'protocol', 'parallel');
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8 engines{end+1} = belprop_fg_inf_engine(bnet_to_fgraph(bnet));
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9 engines{end+1} = belprop_inf_engine(bnet, 'protocol', 'parallel');
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10
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11 [time, engines] = cmp_inference_static(bnet, engines, 'maximize', 0, 'exact', 1, 'observed', [1 3 5], ...
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12 'check_ll', 0, 'singletons_only', 1, 'check_converged', 2:4);
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13
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