Mercurial > hg > camir-ismir2012
annotate toolboxes/FullBNT-1.0.7/bnt/examples/static/Belprop/belprop_loopy_cg.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 |
| parents | |
| children |
| rev | line source |
|---|---|
| Daniel@0 | 1 % Same as cg1, except we assume all discretes are observed, |
| Daniel@0 | 2 % and use loopy for approximate inference. |
| Daniel@0 | 3 |
| Daniel@0 | 4 ns = 2*ones(1,9); |
| Daniel@0 | 5 F = 1; W = 2; E = 3; B = 4; C = 5; D = 6; Min = 7; Mout = 8; L = 9; |
| Daniel@0 | 6 n = 9; |
| Daniel@0 | 7 dnodes = [B F W]; |
| Daniel@0 | 8 cnodes = mysetdiff(1:n, dnodes); |
| Daniel@0 | 9 |
| Daniel@0 | 10 %bnet = mk_incinerator_bnet(ns); |
| Daniel@0 | 11 bnet = mk_incinerator_bnet; |
| Daniel@0 | 12 |
| Daniel@0 | 13 bnet.observed = [dnodes E]; |
| Daniel@0 | 14 |
| Daniel@0 | 15 engines = {}; |
| Daniel@0 | 16 engines{end+1} = jtree_inf_engine(bnet); |
| Daniel@0 | 17 engines{end+1} = pearl_inf_engine(bnet, 'protocol', 'parallel'); |
| Daniel@0 | 18 nengines = length(engines); |
| Daniel@0 | 19 |
| Daniel@0 | 20 |
| Daniel@0 | 21 [time, engines] = cmp_inference_static(bnet, engines, 'maximize', 0, 'check_ll', 0, ... |
| Daniel@0 | 22 'singletons_only', 0, 'exact', 1, 'check_converged', 2); |