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Reference Guide
List of all members | Public Member Functions | List of all members
TMVA::TActivation Class Referenceabstract
TMVA

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 void MakeFunction (std::ostream &fout, const TString &fncName)=0
 

#include <TMVA/TActivation.h>

Inheritance diagram for TMVA::TActivation:
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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

◆ 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.

◆ 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.

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