Mercurial > hg > camir-aes2014
comparison toolboxes/FullBNT-1.0.7/bnt/examples/dynamic/loopy_dbn1.m @ 0:e9a9cd732c1e tip
first hg version after svn
author | wolffd |
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date | Tue, 10 Feb 2015 15:05:51 +0000 |
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-1:000000000000 | 0:e9a9cd732c1e |
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1 N = 1; % single chain = HMM - should give exact answers | |
2 Q = 2; | |
3 rand('state', 0); | |
4 randn('state', 0); | |
5 discrete = 1; | |
6 if discrete | |
7 Y = 2; % size of output alphabet | |
8 else | |
9 Y = 1; | |
10 end | |
11 coupled = 1; | |
12 bnet = mk_chmm(N, Q, Y, discrete, coupled); | |
13 ss = N*2; | |
14 | |
15 T = 3; | |
16 | |
17 engine = {}; | |
18 engine{end+1} = jtree_dbn_inf_engine(bnet); | |
19 engine{end+1} = jtree_unrolled_dbn_inf_engine(bnet, T); | |
20 engine{end+1} = pearl_unrolled_dbn_inf_engine(bnet, 'protocol', 'tree'); | |
21 | |
22 inf_time = cmp_inference_dbn(bnet, engine, T) | |
23 learning_time = cmp_learning_dbn(bnet, engine, T) | |
24 |