SNAP Library, Developer Reference  2012-10-15 15:06:59
SNAP, a general purpose network analysis and graph mining library
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TMAGFitBern Member List
This is the complete list of members for TMAGFitBern, including all inherited members.
AvgPhiPairVVTMAGFitBern [private]
AvgPhiVTMAGFitBern [private]
Clr()TMAGFitBern [inline]
ComputeApxAdjLL() const TMAGFitBern
ComputeApxLL() const TMAGFitBern
ComputeJointAdjLL(const TIntVV &AttrVV) const TMAGFitBern
ComputeJointLL(int NSample) const TMAGFitBern
ComputeJointOneLL(const TIntVV &AttrVV) const TMAGFitBern
ComputeMI(const TIntVV &AttrV, const int AId1, const int AId2)TMAGFitBern [static]
ComputeMI(const TFltVV &AttrV, const int AId1, const int AId2)TMAGFitBern [static]
ComputeMI(const TIntVV &AttrV)TMAGFitBern [static]
ComputeMI(const TFltVV &AttrV)TMAGFitBern [static]
CountAttr(TFltV &EstMuV) const TMAGFitBern
DebugTMAGFitBern [private]
DoEMAlg(const int &NStep, const int &NEstep, const int &NMstep, const double &LrnRate, const double &MaxGrad, const double &Lambda, const double &ReInit, const int &NReal=0)TMAGFitBern
DoEStep(const TFltV &TrueMuV, const int &NIter, double &LL, const double &Lambda)TMAGFitBern
DoEStepApxOneIter(const TFltV &TrueMuV, TFltVV &NewPhi, const double &Lambda)TMAGFitBern
DoEStepOneIter(const TFltV &TrueMuV, TFltVV &NewPhi, const double &Lambda)TMAGFitBern
DoMStep(const int &GradIter, const double &LrnRate, const double &MaxGrad, const double &Lambda, const int &NReal=0)TMAGFitBern
ESpeedUpTMAGFitBern [private]
GetAttrs() const TMAGFitBern [inline]
GetAvgInCoeff(const int &i, const int &AId, const int &A, const TMAGAffMtx &Theta) const TMAGFitBern
GetAvgOutCoeff(const int &i, const int &AId, const int &A, const TMAGAffMtx &Theta) const TMAGFitBern
GetAvgProdLinWeight(const int &NId1, const int &NId2, const bool Left=false, const bool Right=false) const TMAGFitBern
GetAvgProdSqWeight(const int &NId1, const int &NId2, const bool Left=false, const bool Right=false) const TMAGFitBern
GetAvgSqThetaLL(const int &NId1, const int &NId2, const int &AId, const bool Left=false, const bool Right=false) const TMAGFitBern
GetAvgThetaLL(const int &NId1, const int &NId2, const int &AId, const bool Left=false, const bool Right=false) const TMAGFitBern
GetEstNoEdgeLL(const int &NId, const int &AId) const TMAGFitBern
GetGraph()TMAGFitBern [inline]
GetInCoeff(const int &i, const int &j, const int &l, const int &A, const TMAGAffMtx &Theta) const TMAGFitBern
GetMtxV(TMAGAffMtxV &MtxV) const TMAGFitBern [inline]
GetMuV() const TMAGFitBern [inline]
GetNodeAttr() const TMAGFitBern [inline]
GetNodes() const TMAGFitBern [inline]
GetOutCoeff(const int &i, const int &j, const int &l, const int &A, const TMAGAffMtx &Theta) const TMAGFitBern
GetParams() const TMAGFitBern [inline]
GetPhiVV() const TMAGFitBern [inline]
GetProbMu(const int &NId1, const int &NId2, const int &AId, const int &Attr1, const int &Attr2, const bool Left=false, const bool Right=false) const TMAGFitBern
GetProbPhi(const int &NId1, const int &NId2, const int &AId, const int &Attr1, const int &Attr2) const TMAGFitBern
GetProdLinWeight(const int &NId1, const int &NId2) const TMAGFitBern
GetProdSqWeight(const int &NId1, const int &NId2) const TMAGFitBern
GetSqThetaLL(const int &NId1, const int &NId2, const int &AId) const TMAGFitBern
GetThetaLL(const int &NId1, const int &NId2, const int &AId) const TMAGFitBern
GradAffMtx(const int &AId, const TFltVV &ProdVV, const TFltVV &SqVV, const TMAGAffMtx &CurMtx, TFltV &GradV)TMAGFitBern
GradApxAffMtx(const int &AId, const TFltVV &ProdVV, const TFltVV &SqVV, const TMAGAffMtx &CurMtx, TFltV &GradV)TMAGFitBern
GradPhiMI(const double &x, const int &NId, const int &AId, const double &Lambda, const double &DeltaQ, const TFltVV &CntVV)TMAGFitBern
GraphTMAGFitBern [private]
Init(const TFltV &MuV, const TMAGAffMtxV &AffMtxV)TMAGFitBern
KnownVVTMAGFitBern [private]
LLHisVTMAGFitBern [private]
MakeCCDF(const TFltPrV &RawV, TFltPrV &CcdfV)TMAGFitBern
MSpeedUpTMAGFitBern [private]
MtxHisVTMAGFitBern [private]
MuHisVTMAGFitBern [private]
NextPermutation(TIntV &IndexV) const TMAGFitBern [private]
NormalizeAffMtxV(TMAGAffMtxV &MtxV, const bool UseMu=false)TMAGFitBern
NormConstTMAGFitBern [private]
ObjPhiMI(const double &x, const int &NId, const int &AId, const double &Lambda, const double &Q0, const double &Q1, const TFltVV &CntVV)TMAGFitBern
ParamTMAGFitBern [private]
PhiVVTMAGFitBern [private]
PlotProperties(const TStr &FNm)TMAGFitBern
PrepareUpdateAffMtx(TFltVV &ProdVV, TFltVV &SqVV)TMAGFitBern
PrepareUpdateApxAffMtx(TFltVV &ProdVV, TFltVV &SqVV)TMAGFitBern
RandomInit(const TFltV &MuV, const TMAGAffMtxV &AffMtxV, const int &Seed)TMAGFitBern
SaveTxt(const TStr &FNm)TMAGFitBern
SetAlgConf(const bool EStep=true, const bool MStep=true)TMAGFitBern [inline]
SetDebug(const bool _Debug)TMAGFitBern [inline]
SetGraph(const PNGraph &GraphPt)TMAGFitBern
SetMtxV(const TMAGAffMtxV &MtxV)TMAGFitBern [inline]
SetMuV(const TFltV &MuV)TMAGFitBern [inline]
SetPhiVV(const TIntVV &AttrVV, const int KnownIds=0)TMAGFitBern
SetPhiVV(const TFltVV &AttrVV, const int KnownIds=0)TMAGFitBern [inline]
SortAttrOrdering(const TFltV &TrueMuV, TIntV &IndexV) const TMAGFitBern
TMAGFitBern()TMAGFitBern [inline]
TMAGFitBern(const PNGraph &G, const int &NAttrs)TMAGFitBern [inline]
TMAGFitBern(const PNGraph &G, const TStr &InitFNm)TMAGFitBern [inline]
UnNormalizeAffMtxV(TMAGAffMtxV &MtxV, const bool UseMu=false)TMAGFitBern
UpdateAffMtx(const int &AId, const double &LrnRate, const double &MaxGrad, const double &Lambda, TFltVV &ProdVV, TFltVV &SqVV, TMAGAffMtx &NewMtx)TMAGFitBern
UpdateAffMtxV(const int &GradIter, const double &LrnRate, const double &MaxGrad, const double &Lambda, const int &NReal=0)TMAGFitBern
UpdateApxPhiMI(const double &Lambda, const int &NId, const int &AId, double &Phi, TFltVV &ProdVV)TMAGFitBern
UpdateMu(const int &AId)TMAGFitBern
UpdatePhi(const int &NId, const int &AId, double &Phi)TMAGFitBern
UpdatePhiMI(const double &Lambda, const int &NId, const int &AId, double &Phi)TMAGFitBern