comparison toolboxes/FullBNT-1.0.7/bnt/general/shrink_obs_dims_in_table.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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1 function T2 = shrink_obs_dims_in_table(T1, dom, evidence)
2 % SHRINK_OBS_DIMS_IN_TABLE Set observed dimensions to size 1
3 % T2 = shrink_obs_dims_in_table(T1, dom, evidence)
4 %
5 % If 'T1' contains observed nodes, it will have 0s in the positions that are
6 % inconsistent with the evidence. We now remove these 0s and set the corresponding dimensions to
7 % size 1, to be consistent with the way most inference engines handle evidence, which is to
8 % shrink observed nodes before doing inference.
9
10 % This is used by pearl and enumerative inf. engines.
11
12 odom = dom(~isemptycell(evidence(dom)));
13 vals = cat(1,evidence{odom});
14 ndx = mk_multi_index(length(dom), find_equiv_posns(odom, dom), vals(:));
15 T2 = T1(ndx{:});