1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
|
function [f, logscale] = fwd1(engine, ev, t)
% Forwards pass for slice 1.
bnet = bnet_from_engine(engine);
ss = bnet.nnodes_per_slice;
CPDpot = cell(1,ss);
for n=1:ss
fam = family(bnet.dag, n, 1);
e = bnet.equiv_class(n, 1);
CPDpot{n} = convert_to_pot(bnet.CPD{e}, engine.pot_type, fam(:), ev);
end
f.evidence = ev;
f.t = t;
pots = CPDpot;
slice1 = 1:ss;
CPDclqs = engine.clq_ass_to_node1(slice1);
[f.clpot, f.seppot] = init_pot(engine.jtree_engine1, CPDclqs, CPDpot, engine.pot_type, engine.observed1);
[f.clpot, f.seppot] = collect_evidence(engine.jtree_engine1, f.clpot, f.seppot);
for c=1:length(f.clpot)
if isa(f.clpot{c}, 'struct')
domain = f.clpot{c}.domain;
sizes = f.clpot{c}.sizes;
T = f.clpot{c}.T;
f.clpot{c} = dpot(domain, sizes, T);
end
[f.clpot{c}, ll(c)] = normalize_pot(f.clpot{c});
end
logscale = ll(engine.root1);
|