TMVA::TActivationReLU Class Reference

Rectified Linear Unit activation function for TNeuron.

Definition at line 41 of file TActivationReLU.h.

Public Member Functions
	TActivationReLU ()
	~TActivationReLU ()
Double_t	Eval (Double_t arg)
Double_t	EvalDerivative (Double_t arg)
TString	GetExpression ()
	get expressions for the tanh and its derivative More...
Double_t	GetMax ()
Double_t	GetMin ()
virtual void	MakeFunction (std::ostream &fout, const TString &fncName)
	writes the Rectified Linear Unit activation function source code More...
Public Member Functions inherited from TMVA::TActivation
	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 void	MakeFunction (std::ostream &fout, const TString &fncName)=0

#include <TMVA/TActivationReLU.h>

Inheritance diagram for TMVA::TActivationReLU:

Constructor & Destructor Documentation

TActivationReLU()

TMVA::TActivationReLU::TActivationReLU ( )

inline

Definition at line 44 of file TActivationReLU.h.

~TActivationReLU()

TMVA::TActivationReLU::~TActivationReLU ( )

inline

Definition at line 45 of file TActivationReLU.h.

Member Function Documentation

Eval()

Double_t TMVA::TActivationReLU::Eval ( Double_t  arg )

inlinevirtual

Implements TMVA::TActivation.

Definition at line 48 of file TActivationReLU.h.

EvalDerivative()

Double_t TMVA::TActivationReLU::EvalDerivative ( Double_t  arg )

inlinevirtual

Implements TMVA::TActivation.

Definition at line 51 of file TActivationReLU.h.

GetExpression()

TString TMVA::TActivationReLU::GetExpression ( )

virtual

get expressions for the tanh and its derivative

Implements TMVA::TActivation.

Definition at line 43 of file TActivationReLU.cxx.

GetMax()

Double_t TMVA::TActivationReLU::GetMax ( )

inlinevirtual

Implements TMVA::TActivation.

Definition at line 57 of file TActivationReLU.h.

GetMin()

Double_t TMVA::TActivationReLU::GetMin ( )

inlinevirtual

Implements TMVA::TActivation.

Definition at line 54 of file TActivationReLU.h.

MakeFunction()

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

virtual

writes the Rectified Linear Unit activation function source code

Implements TMVA::TActivation.

Definition at line 53 of file TActivationReLU.cxx.

Libraries for TMVA::TActivationReLU:

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