Mercurial > hg > camir-aes2014
comparison toolboxes/FullBNT-1.0.7/bnt/examples/dynamic/water2.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 % Compare the speeds of various inference engines on the water DBN | |
2 seed = 0; | |
3 rand('state', seed); | |
4 randn('state', seed); | |
5 | |
6 bnet = mk_water_dbn; | |
7 | |
8 T = 3; | |
9 | |
10 engine = {}; | |
11 engine{end+1} = smoother_engine(jtree_2TBN_inf_engine(bnet)); | |
12 engine{end+1} = smoother_engine(jtree_sparse_2TBN_inf_engine(bnet)); | |
13 engine{end+1} = smoother_engine(hmm_2TBN_inf_engine(bnet)); | |
14 engine{end+1} = jtree_dbn_inf_engine(bnet); | |
15 %engine{end+1} = jtree_unrolled_dbn_inf_engine(bnet, T); | |
16 | |
17 %engine{end+1} = bk_inf_engine(bnet, 'ff', onodes); | |
18 %engine{end+1} = bk_inf_engine(bnet, { [1 2], [3 4 5 6], [7 8] }, onodes); | |
19 | |
20 inf_time = cmp_inference_dbn(bnet, engine, T) | |
21 %learning_time = cmp_learning_dbn(bnet, engine, T) | |
22 |