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Reference Guide
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TMVA::TActivationReLU Class Reference
TMVA

Rectified Linear Unit activation function for TNeuron.

Definition at line 42 of file TActivationReLU.h.

Public Member Functions

 TActivationReLU ()
 constructor for ReLU More...
 
 ~TActivationReLU ()
 destructor More...
 
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 sigmoid activation function source code More...
 
- Public Member Functions inherited from TMVA::TActivation
 TActivation ()
 
virtual ~TActivation ()
 

#include <TMVA/TActivationReLU.h>

Inheritance diagram for TMVA::TActivationReLU:
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Constructor & Destructor Documentation

◆ TActivationReLU()

TMVA::TActivationReLU::TActivationReLU ( )

constructor for ReLU

Definition at line 44 of file TActivationReLU.cxx.

◆ ~TActivationReLU()

TMVA::TActivationReLU::~TActivationReLU ( )

destructor

Definition at line 53 of file TActivationReLU.cxx.

Member Function Documentation

◆ Eval()

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

Implements TMVA::TActivation.

Definition at line 50 of file TActivationReLU.h.

◆ EvalDerivative()

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

Implements TMVA::TActivation.

Definition at line 53 of file TActivationReLU.h.

◆ GetExpression()

TString TMVA::TActivationReLU::GetExpression ( )
virtual

get expressions for the tanh and its derivative

Implements TMVA::TActivation.

Definition at line 60 of file TActivationReLU.cxx.

◆ GetMax()

Double_t TMVA::TActivationReLU::GetMax ( )
inlinevirtual

Implements TMVA::TActivation.

Definition at line 59 of file TActivationReLU.h.

◆ GetMin()

Double_t TMVA::TActivationReLU::GetMin ( )
inlinevirtual

Implements TMVA::TActivation.

Definition at line 56 of file TActivationReLU.h.

◆ MakeFunction()

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

writes the sigmoid activation function source code

Implements TMVA::TActivation.

Definition at line 70 of file TActivationReLU.cxx.

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