TMVA::TActivation Class Reference

Interface for TNeuron activation function classes.

Definition at line 42 of file TActivation.h.

Public Member Functions
	TActivation ()
virtual	~TActivation ()
virtual Double_t	Eval (Double_t arg)=0
virtual Double_t	EvalDerivative (Double_t arg)=0
virtual TString	GetExpression ()=0
virtual Double_t	GetMax ()=0
virtual Double_t	GetMin ()=0
virtual TClass *	IsA () const
virtual void	MakeFunction (std::ostream &fout, const TString &fncName)=0
virtual void	Streamer (TBuffer &)
void	StreamerNVirtual (TBuffer &ClassDef_StreamerNVirtual_b)

Static Public Member Functions
static TClass *	Class ()
static const char *	Class_Name ()
static constexpr Version_t	Class_Version ()
static const char *	DeclFileName ()

#include <TMVA/TActivation.h>

Inheritance diagram for TMVA::TActivation:

Constructor & Destructor Documentation

TActivation()

TMVA::TActivation::TActivation ( )

inline

Definition at line 46 of file TActivation.h.

~TActivation()

virtual TMVA::TActivation::~TActivation ( )

inlinevirtual

Definition at line 47 of file TActivation.h.

Member Function Documentation

Class()

static TClass * TMVA::TActivation::Class ( )

static

Returns

TClass describing this class

Class_Name()

static const char * TMVA::TActivation::Class_Name ( )

static

Returns

Name of this class

Class_Version()

static constexpr Version_t TMVA::TActivation::Class_Version ( )

inlinestaticconstexpr

Returns

Version of this class

Definition at line 67 of file TActivation.h.

DeclFileName()

static const char * TMVA::TActivation::DeclFileName ( )

inlinestatic

Returns

Name of the file containing the class declaration

Definition at line 67 of file TActivation.h.

Eval()

virtual Double_t TMVA::TActivation::Eval ( Double_t  arg )

pure virtual

Implemented in TMVA::TActivationIdentity, TMVA::TActivationRadial, TMVA::TActivationReLU, TMVA::TActivationSigmoid, and TMVA::TActivationTanh.

EvalDerivative()

virtual Double_t TMVA::TActivation::EvalDerivative ( Double_t  arg )

pure virtual

Implemented in TMVA::TActivationRadial, TMVA::TActivationReLU, TMVA::TActivationSigmoid, TMVA::TActivationTanh, and TMVA::TActivationIdentity.

GetExpression()

virtual TString TMVA::TActivation::GetExpression ( )

pure virtual

Implemented in TMVA::TActivationIdentity, TMVA::TActivationRadial, TMVA::TActivationReLU, TMVA::TActivationSigmoid, and TMVA::TActivationTanh.

GetMax()

virtual Double_t TMVA::TActivation::GetMax ( )

pure virtual

Implemented in TMVA::TActivationIdentity, TMVA::TActivationRadial, TMVA::TActivationReLU, TMVA::TActivationSigmoid, and TMVA::TActivationTanh.

GetMin()

virtual Double_t TMVA::TActivation::GetMin ( )

pure virtual

Implemented in TMVA::TActivationIdentity, TMVA::TActivationRadial, TMVA::TActivationReLU, TMVA::TActivationSigmoid, and TMVA::TActivationTanh.

IsA()

virtual TClass * TMVA::TActivation::IsA ( ) const

inlinevirtual

Returns

TClass describing current object

Reimplemented in TMVA::TActivationIdentity, TMVA::TActivationRadial, TMVA::TActivationReLU, TMVA::TActivationSigmoid, and TMVA::TActivationTanh.

Definition at line 67 of file TActivation.h.

MakeFunction()

virtual void TMVA::TActivation::MakeFunction ( std::ostream &  fout, const TString &  fncName  )

pure virtual

Implemented in TMVA::TActivationIdentity, TMVA::TActivationRadial, TMVA::TActivationReLU, TMVA::TActivationSigmoid, and TMVA::TActivationTanh.

Streamer()

virtual void TMVA::TActivation::Streamer ( TBuffer &  )

virtual

Reimplemented in TMVA::TActivationIdentity, TMVA::TActivationRadial, TMVA::TActivationReLU, TMVA::TActivationSigmoid, and TMVA::TActivationTanh.

StreamerNVirtual()

void TMVA::TActivation::StreamerNVirtual ( TBuffer &  ClassDef_StreamerNVirtual_b )

inline

Definition at line 67 of file TActivation.h.

---

The documentation for this class was generated from the following file:

• tmva/tmva/inc/TMVA/TActivation.h