annotate toolboxes/FullBNT-1.0.7/bnt/general/hodbn_to_bnet.m @ 0:cc4b1211e677
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Changeset:
646 (e263d8a21543) added further path and more save "camirversion.m"
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Daniel Wolff |
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Fri, 19 Aug 2016 13:07:06 +0200 |
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1 function bnet = hodbn_to_bnet(dbn, T)
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2 % DBN_TO_BNET Convert a DBN to a static network by unroll for T slices
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3 % bnet = dbn_to_bnet(dbn, T)
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4 ss = length(dbn.intra);
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5 [row,order] = size(dbn.equiv_class);
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6 eclass = [];
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7 for i = 1:min(order,T)
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8 eclass = [eclass ; dbn.equiv_class(:,i)];
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9 end
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10 if T > order
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11 eclass = [eclass ; repmat(dbn.equiv_class(:,order),T-order,1)];
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12 end
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13
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14 dnodes = unroll_set(dbn.dnodes_slice, ss, T);
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15 ns = repmat(dbn.node_sizes_slice(:), 1, T);
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16 dag = unroll_higher_order_topology(dbn.intra, dbn.inter, T, dbn.intra1);
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17 onodes = unroll_set(dbn.observed(:), ss, T);
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18 bnet = mk_bnet(dag, ns(:), 'discrete', dnodes(:), 'equiv_class', eclass(:), 'observed', onodes(:));
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19 bnet.CPD = dbn.CPD;
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