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root / _FullBNT / BNT / CPDs / @softmax_CPD / private / extract_params.m @ 8:b5b38998ef3b

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function [W, b] = extract_params(CPD)
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% W(X,Y,Q), b(Y,Q)  where Y = ns(self), X = ns(cps), Q = prod(ns(dps))


    		
  

  

    
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glimsz = prod(CPD.sizes(CPD.dpndx));


    		
  

  

    
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ss = CPD.sizes(end);


    		
  

  

    
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cpsz       = sum(CPD.sizes(CPD.cpndx));


    		
  

  

    
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dp_as_cpsz = sum(CPD.sizes(CPD.dps_as_cps.ndx));


    		
  

  

    
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W = zeros(dp_as_cpsz + cpsz, ss, glimsz);


    		
  

  

    
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b = zeros(ss, glimsz);


    		
  

  

    
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for i=1:glimsz


    		
  

  

    
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  W(:,:,i) = CPD.glim{i}.w1;


    		
  

  

    
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  b(:,i) = CPD.glim{i}.b1(:);


    		
  

  

    
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end


    		
  

  

    
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W = myreshape(W, [dp_as_cpsz + cpsz ss CPD.sizes(CPD.dpndx)]);


    		
  

  

    
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b = myreshape(b, [ss CPD.sizes(CPD.dpndx)]);