annotate toolboxes/FullBNT-1.0.7/bnt/inference/static/@gaussian_inf_engine/marginal_nodes.m @ 0:cc4b1211e677 tip

initial commit to HG from Changeset: 646 (e263d8a21543) added further path and more save "camirversion.m"
author Daniel Wolff
date Fri, 19 Aug 2016 13:07:06 +0200
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Daniel@0 1 function marginal = marginal_nodes(engine, query)
Daniel@0 2 % MARGINAL_NODES Compute the marginal on the specified query nodes (gaussian)
Daniel@0 3 % marginal = marginal_nodes(engine, query)
Daniel@0 4
Daniel@0 5 % Compute sum_{Hsum} Pr(Hkeep, Hsum | o)
Daniel@0 6 H = engine.hnodes;
Daniel@0 7 bnet = bnet_from_engine(engine);
Daniel@0 8 ns = bnet.node_sizes;
Daniel@0 9 Hkeep = myintersect(H, query);
Daniel@0 10 Hsum = mysetdiff(H, Hkeep);
Daniel@0 11
Daniel@0 12 [marginal.mu, marginal.Sigma] = marginalize_gaussian(engine.Hmu, engine.HSigma, Hkeep, Hsum, ns);
Daniel@0 13 marginal.domain = query;
Daniel@0 14 marginal.T = 1;
Daniel@0 15