annotate toolboxes/FullBNT-1.0.7/bnt/CPDs/@softmax_CPD/private/extract_params.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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Daniel@0 1 function [W, b] = extract_params(CPD)
Daniel@0 2
Daniel@0 3 % W(X,Y,Q), b(Y,Q) where Y = ns(self), X = ns(cps), Q = prod(ns(dps))
Daniel@0 4
Daniel@0 5 glimsz = prod(CPD.sizes(CPD.dpndx));
Daniel@0 6 ss = CPD.sizes(end);
Daniel@0 7 cpsz = sum(CPD.sizes(CPD.cpndx));
Daniel@0 8 dp_as_cpsz = sum(CPD.sizes(CPD.dps_as_cps.ndx));
Daniel@0 9 W = zeros(dp_as_cpsz + cpsz, ss, glimsz);
Daniel@0 10 b = zeros(ss, glimsz);
Daniel@0 11
Daniel@0 12 for i=1:glimsz
Daniel@0 13 W(:,:,i) = CPD.glim{i}.w1;
Daniel@0 14 b(:,i) = CPD.glim{i}.b1(:);
Daniel@0 15 end
Daniel@0 16
Daniel@0 17 W = myreshape(W, [dp_as_cpsz + cpsz ss CPD.sizes(CPD.dpndx)]);
Daniel@0 18 b = myreshape(b, [ss CPD.sizes(CPD.dpndx)]);