mlp_gen.h File Reference

Go to the source code of this file.

Classes
struct	divers_
struct	learn_
struct	net_
struct	pat_
struct	stat_

Macros
#define	DIVERS   divers_
#define	LEARN   learn_
#define	NET   net_
#define	PAT   pat_
#define	STAT   stat_

Typedefs
typedef double	dbl
typedef double	type_pat

Functions
int	AllocNetwork (int Nlayer, int *Neurons) MLP_HIDDEN
int	AllocPatterns (int ifile, int npat, int nin, int nout, int iadd) MLP_HIDDEN
void	AllocWeights () MLP_HIDDEN
void	BFGSdir (int Nweights) MLP_HIDDEN
void	CGDir (dbl beta) MLP_HIDDEN
int	CountLexemes (char *string) MLP_HIDDEN
int	DecreaseSearch (dbl *alpmin, int *Ntest, dbl Err0) MLP_HIDDEN
dbl	DeDwNorm () MLP_HIDDEN
dbl	DeDwProd () MLP_HIDDEN
void	DeDwSave () MLP_HIDDEN
void	DeDwSaveZero () MLP_HIDDEN
void	DeDwScale (int Nexamples) MLP_HIDDEN
int	DeDwSum (type_pat *ans, dbl *out, int ipat) MLP_HIDDEN
void	DeDwZero () MLP_HIDDEN
dbl	DerivDir () MLP_HIDDEN
void	EtaDecay () MLP_HIDDEN
int	FixedStep (dbl alpha) MLP_HIDDEN
void	FreeNetwork () MLP_HIDDEN
int	FreePatterns (int ifile) MLP_HIDDEN
void	FreeWeights () MLP_HIDDEN
int	GetBFGSH (int Nweights) MLP_HIDDEN
void	GetGammaDelta () MLP_HIDDEN
void	getLexemes (char *s, char **ss) MLP_HIDDEN
int	GetNetStructure (char *s, int *Nlayer, int *Nneur) MLP_HIDDEN
void	getnLexemes (int n, char *s, char **ss) MLP_HIDDEN
void	InitBFGSH (int Nweights) MLP_HIDDEN
void	InitWeights () MLP_HIDDEN
int	LearnAlloc () MLP_HIDDEN
void	LearnFree () MLP_HIDDEN
int	LineSearch (dbl *alpmin, int *Ntest, dbl Err0) MLP_HIDDEN
int	LineSearchHyb (dbl *alpmin, int *Ntest) MLP_HIDDEN
int	LoadWeights (char *filename, int *iepoch) MLP_HIDDEN
dbl	MLP_Epoch (int iepoch, dbl *alpmin, int *ntest) MLP_HIDDEN
void	MLP_Line (dbl ***w0, dbl alpha) MLP_HIDDEN
void	MLP_LineHyb (dbl ***w0, dbl alpha) MLP_HIDDEN
void	MLP_MatrixVector (dbl *M, type_pat *v, dbl *r, int n, int m) MLP_HIDDEN
void	MLP_MatrixVectorBias (dbl *M, dbl *v, dbl *r, int n, int m) MLP_HIDDEN
void	MLP_MM2rows (dbl *c, type_pat *a, dbl *b, int Ni, int Nj, int Nk, int NaOffs, int NbOffs) MLP_HIDDEN
void	MLP_Out (type_pat *rrin, dbl *rrout) MLP_HIDDEN
void	MLP_Out2 (type_pat *rrin) MLP_HIDDEN
void	MLP_Out_T (type_pat *rrin) MLP_HIDDEN
int	MLP_PrCFun (char *filename) MLP_HIDDEN
int	MLP_PrFFun (char *filename) MLP_HIDDEN
int	MLP_PrintInputStat () MLP_HIDDEN
double	MLP_Rand (dbl min, dbl max) MLP_HIDDEN
void	MLP_ResLin () MLP_HIDDEN
int	MLP_SetNet (int *nl, int *nn) MLP_HIDDEN
int	MLP_StatInputs (int Nexamples, int Ninputs, type_pat **inputs, dbl *mean, dbl *sigma, dbl *minimum, dbl *maximum) MLP_HIDDEN
dbl	MLP_Stochastic () MLP_HIDDEN
dbl	MLP_Test (int ifile, int regul) MLP_HIDDEN
int	MLP_Train (int *ipat, dbl *err) MLP_HIDDEN
int	NormalizeInputs () MLP_HIDDEN
void	PrintWeights () MLP_HIDDEN
int	ReadPatterns (char *filename, int ifile, int *inet, int *ilearn, int *iexamples) MLP_HIDDEN
int	SaveWeights (char *filename, int iepoch) MLP_HIDDEN
void	SetDefaultFuncs () MLP_HIDDEN
void	SetLambda (double Wmax) MLP_HIDDEN
int	SetTransFunc (int layer, int neuron, int func) MLP_HIDDEN
int	ShuffleExamples (int n, int *index) MLP_HIDDEN
void	SteepestDir () MLP_HIDDEN
int	StochStep () MLP_HIDDEN
int	StochStepHyb () MLP_HIDDEN

Variables
struct net_	MLP_HIDDEN

Macro Definition Documentation

#define DIVERS   divers_

Definition at line 54 of file mlp_gen.h.

#define LEARN   learn_

Definition at line 36 of file mlp_gen.h.

Referenced by PhysicsTools::MLP::setLearn().

#define NET   net_

Definition at line 25 of file mlp_gen.h.

Referenced by PhysicsTools::MLP::eval().

#define PAT   pat_

Definition at line 45 of file mlp_gen.h.

Referenced by PhysicsTools::MLP::clear(), PhysicsTools::MLP::set(), and PhysicsTools::MLP::setNPattern().

#define STAT   stat_

Definition at line 60 of file mlp_gen.h.

Typedef Documentation

typedef double dbl

Definition at line 12 of file mlp_gen.h.

typedef double type_pat

Definition at line 13 of file mlp_gen.h.

Function Documentation

int AllocNetwork	(	int	Nlayer,
		int *	Neurons
	)

Definition at line 3449 of file mlp_gen.cc.

int AllocPatterns	(	int	ifile,
		int	npat,
		int	nin,
		int	nout,
		int	iadd
	)

Definition at line 3077 of file mlp_gen.cc.

Referenced by PhysicsTools::MLP::init().

void AllocWeights

(

)

void BFGSdir

(

int

Nweights

)

Definition at line 1340 of file mlp_gen.cc.

void CGDir

(

dbl

beta

)

Definition at line 1266 of file mlp_gen.cc.

int CountLexemes

(

char *

string

)

Definition at line 2585 of file mlp_gen.cc.

int DecreaseSearch	(	dbl *	alpmin,
		int *	Ntest,
		dbl	Err0
	)

Definition at line 1616 of file mlp_gen.cc.

dbl DeDwNorm

(

)

Definition at line 998 of file mlp_gen.cc.

dbl DeDwProd

(

)

Definition at line 1020 of file mlp_gen.cc.

void DeDwSave

(

)

Definition at line 1078 of file mlp_gen.cc.

void DeDwSaveZero

(

)

Definition at line 1097 of file mlp_gen.cc.

void DeDwScale

(

int

Nexamples

)

Definition at line 1060 of file mlp_gen.cc.

int DeDwSum	(	type_pat *	ans,
		dbl *	out,
		int	ipat
	)

Definition at line 1123 of file mlp_gen.cc.

void DeDwZero

(

)

Definition at line 1041 of file mlp_gen.cc.

dbl DerivDir

(

)

Definition at line 1288 of file mlp_gen.cc.

void EtaDecay

(

)

Definition at line 2086 of file mlp_gen.cc.

int FixedStep

(

dbl

alpha

)

Definition at line 1704 of file mlp_gen.cc.

void FreeNetwork

(

)

Definition at line 3531 of file mlp_gen.cc.

int FreePatterns

(

int

ifile

)

Definition at line 3232 of file mlp_gen.cc.

Referenced by PhysicsTools::MLP::clear().

void FreeWeights

(

)

int GetBFGSH

(

int

Nweights

)

Definition at line 1418 of file mlp_gen.cc.

void GetGammaDelta

(

)

Definition at line 1313 of file mlp_gen.cc.

void getLexemes	(	char *	s,
		char **	ss
	)

Definition at line 2615 of file mlp_gen.cc.

int GetNetStructure	(	char *	s,
		int *	Nlayer,
		int *	Nneur
	)

Definition at line 3592 of file mlp_gen.cc.

void getnLexemes	(	int	n,
		char *	s,
		char **	ss
	)

Definition at line 2601 of file mlp_gen.cc.

void InitBFGSH

(

int

Nweights

)

Definition at line 1388 of file mlp_gen.cc.

void InitWeights

(

)

Definition at line 2147 of file mlp_gen.cc.

Referenced by PhysicsTools::MLP::MLP().

int LearnAlloc

(

)

Definition at line 2685 of file mlp_gen.cc.

Referenced by PhysicsTools::MLP::MLP().

void LearnFree

(

)

Definition at line 2640 of file mlp_gen.cc.

Referenced by PhysicsTools::MLP::~MLP().

int LineSearch	(	dbl *	alpmin,
		int *	Ntest,
		dbl	Err0
	)

Definition at line 1478 of file mlp_gen.cc.

int LineSearchHyb	(	dbl *	alpmin,
		int *	Ntest
	)

Definition at line 1781 of file mlp_gen.cc.

int LoadWeights	(	char *	filename,
		int *	iepoch
	)

Definition at line 3022 of file mlp_gen.cc.

Referenced by PhysicsTools::MLP::load().

dbl MLP_Epoch	(	int	iepoch,
		dbl *	alpmin,
		int *	ntest
	)

Definition at line 706 of file mlp_gen.cc.

Referenced by PhysicsTools::MLP::train().

void MLP_Line	(	dbl ***	w0,
		dbl	alpha
	)

Definition at line 1757 of file mlp_gen.cc.

void MLP_LineHyb	(	dbl ***	w0,
		dbl	alpha
	)

Definition at line 1923 of file mlp_gen.cc.

void MLP_MatrixVector	(	dbl *	M,
		type_pat *	v,
		dbl *	r,
		int	n,
		int	m
	)

Definition at line 3748 of file mlp_gen.cc.

void MLP_MatrixVectorBias	(	dbl *	M,
		dbl *	v,
		dbl *	r,
		int	n,
		int	m
	)

Definition at line 3682 of file mlp_gen.cc.

void MLP_MM2rows	(	dbl *	c,
		type_pat *	a,
		dbl *	b,
		int	Ni,
		int	Nj,
		int	Nk,
		int	NaOffs,
		int	NbOffs
	)

Definition at line 3817 of file mlp_gen.cc.

void MLP_Out	(	type_pat *	rrin,
		dbl *	rrout
	)

Definition at line 62 of file mlp_gen.cc.

void MLP_Out2

(

type_pat *

rrin

)

Definition at line 184 of file mlp_gen.cc.

void MLP_Out_T

(

type_pat *

rrin

)

Definition at line 113 of file mlp_gen.cc.

Referenced by PhysicsTools::MLP::eval().

int MLP_PrCFun

(

char *

filename

)

Definition at line 2878 of file mlp_gen.cc.

int MLP_PrFFun

(

char *

filename

)

Definition at line 2769 of file mlp_gen.cc.

int MLP_PrintInputStat

(

)

Definition at line 3332 of file mlp_gen.cc.

double MLP_Rand	(	dbl	min,
		dbl	max
	)

Definition at line 2131 of file mlp_gen.cc.

void MLP_ResLin

(

)

Definition at line 1971 of file mlp_gen.cc.

int MLP_SetNet	(	int *	nl,
		int *	nn
	)

Definition at line 3639 of file mlp_gen.cc.

Referenced by PhysicsTools::MLP::MLP().

int MLP_StatInputs	(	int	Nexamples,
		int	Ninputs,
		type_pat **	inputs,
		dbl *	mean,
		dbl *	sigma,
		dbl *	minimum,
		dbl *	maximum
	)

Definition at line 3275 of file mlp_gen.cc.

dbl MLP_Stochastic

(

)

Definition at line 518 of file mlp_gen.cc.

dbl MLP_Test	(	int	ifile,
		int	regul
	)

Definition at line 446 of file mlp_gen.cc.

int MLP_Train	(	int *	ipat,
		dbl *	err
	)

Definition at line 895 of file mlp_gen.cc.

int NormalizeInputs

(

)

Definition at line 3378 of file mlp_gen.cc.

void PrintWeights

(

)

Definition at line 2168 of file mlp_gen.cc.

int ReadPatterns	(	char *	filename,
		int	ifile,
		int *	inet,
		int *	ilearn,
		int *	iexamples
	)

Definition at line 2229 of file mlp_gen.cc.

int SaveWeights	(	char *	filename,
		int	iepoch
	)

Definition at line 2972 of file mlp_gen.cc.

Referenced by PhysicsTools::MLP::save().

void SetDefaultFuncs

(

)

Definition at line 1223 of file mlp_gen.cc.

void SetLambda

(

double

Wmax

)

Definition at line 1949 of file mlp_gen.cc.

int SetTransFunc	(	int	layer,
		int	neuron,
		int	func
	)

Definition at line 1200 of file mlp_gen.cc.

int ShuffleExamples	(	int	n,
		int *	index
	)

Definition at line 2102 of file mlp_gen.cc.

void SteepestDir

(

)

Definition at line 1244 of file mlp_gen.cc.

int StochStep

(

)

Definition at line 965 of file mlp_gen.cc.

int StochStepHyb

(

)

Definition at line 926 of file mlp_gen.cc.

Variable Documentation

dbl** Hessian MLP_HIDDEN

Definition at line 62 of file mlp_gen.h.