mag.h File Reference

#include "Snap.h"
#include "kronecker.h"

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Classes
class	TMAGAffMtx
class	TMAGNodeSimple
class	TMAGNodeBern
class	TMAGNodeBeta
class	TMAGParam< TNodeAttr >
class	TMAGFitBern
Typedefs
typedef TVec< TMAGAffMtx >	TMAGAffMtxV
Functions
const double	LogSumExp (const double LogVal1, const double LogVal2)
const double	LogSumExp (const TFltV &LogValV)
const double	LogSumExp (const double *LogValArray, const int Len)

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Typedef Documentation

typedef TVec<TMAGAffMtx> TMAGAffMtxV

Definition at line 62 of file mag.h.

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Function Documentation

const double LogSumExp	(	const double	LogVal1,
		const double	LogVal2
	)

Definition at line 675 of file mag.cpp.

Referenced by TMAGFitBern::GradApxAffMtx(), LogSumExp(), TMAGFitBern::UpdateApxPhiMI(), TMAGFitBern::UpdatePhi(), and TMAGFitBern::UpdatePhiMI().

                                                                   {
        double MaxExp = (LogVal1 > LogVal2) ? LogVal1 : LogVal2;
        double Sum = exp(LogVal1 - MaxExp) + exp(LogVal2 - MaxExp);
        return (log(Sum) + MaxExp);
}

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const double LogSumExp

(

const TFltV &

LogValV

)

Definition at line 681 of file mag.cpp.

References TVec< TVal, TSizeTy >::Len().

                                             {
        const int Len = LogValV.Len();
        double MaxExp = -DBL_MAX;
        
        for(int i = 0; i < Len; i++) {
                if(MaxExp < LogValV[i]) {  MaxExp = LogValV[i];  }
        }
        
        double Sum = 0.0;
        for(int i = 0; i < Len; i++) {
                Sum += exp(LogValV[i] - MaxExp);
        }

        return (log(Sum) + MaxExp);
}

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const double LogSumExp	(	const double *	LogValArray,
		const int	Len
	)

Definition at line 697 of file mag.cpp.

References LogSumExp().

                                                                 {
        TFltV TmpV(Len);
        for(int i = 0; i < Len; i++) {  TmpV[i] = LogValArray[i];  }
        return LogSumExp(TmpV);
}

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