comparison toolboxes/FullBNT-1.0.7/bnt/inference/static/@gibbs_sampling_inf_engine/enter_evidence.m @ 0:e9a9cd732c1e tip

first hg version after svn
author wolffd
date Tue, 10 Feb 2015 15:05:51 +0000
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-1:000000000000 0:e9a9cd732c1e
1 function [engine, loglik] = enter_evidence(engine, evidence)
2 % ENTER_EVIDENCE Add the specified evidence to the network (gibbs_sampling_inf_engine)
3 % [engine, loglik] = enter_evidence(engine, evidence)
4 %
5 % evidence{i} = [] if if X(i) is hidden, and otherwise contains its observed value
6 %
7 % loglik is not computed... we just return a 0 value
8
9 bnet = bnet_from_engine(engine);
10
11 engine.hnodes = find(isemptycell(evidence));
12 engine.onodes = mysetdiff(1:length(evidence), engine.hnodes);
13
14 engine.evidence = zeros(engine.slice_size, 1);
15
16 % Reset all counts since they are no longer valid
17 engine.marginal_counts = {};
18 %engine.state = sample_bnet (bnet, 1, 0);
19 engine.state = cell2num(sample_bnet(bnet));
20
21 % For speed, we use a normal (not cell) array. We're making use of
22 % the current restriction to discrete nodes.
23 for i = engine.onodes
24 engine.evidence(i) = evidence{i};
25 end
26
27 loglik = 0;
28
29