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List of all members | Public Member Functions | Static Public Member Functions | List of all members
TMVA::TActivationReLU Class Reference
TMVA

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
 
Double_t GetMax ()
 
Double_t GetMin ()
 
virtual TClass * IsA () const
 
virtual void MakeFunction (std::ostream &fout, const TString &fncName)
 writes the Rectified Linear Unit activation function source code
 
virtual void Streamer (TBuffer &)
 
void StreamerNVirtual (TBuffer &ClassDef_StreamerNVirtual_b)
 
- Public Member Functions inherited from TMVA::TActivation
 TActivation ()
 
virtual ~TActivation ()
 
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 ()
 
- Static Public Member Functions inherited from TMVA::TActivation
static TClass * Class ()
 
static const char * Class_Name ()
 
static constexpr Version_t Class_Version ()
 
static const char * DeclFileName ()
 

#include <TMVA/TActivationReLU.h>

Inheritance diagram for TMVA::TActivationReLU:
[legend]

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

◆ Class()

static TClass * TMVA::TActivationReLU::Class ( )
static
Returns
TClass describing this class

◆ Class_Name()

static const char * TMVA::TActivationReLU::Class_Name ( )
static
Returns
Name of this class

◆ Class_Version()

static constexpr Version_t TMVA::TActivationReLU::Class_Version ( )
inlinestaticconstexpr
Returns
Version of this class

Definition at line 66 of file TActivationReLU.h.

◆ DeclFileName()

static const char * TMVA::TActivationReLU::DeclFileName ( )
inlinestatic
Returns
Name of the file containing the class declaration

Definition at line 66 of file TActivationReLU.h.

◆ 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 42 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.

◆ IsA()

virtual TClass * TMVA::TActivationReLU::IsA ( ) const
inlinevirtual
Returns
TClass describing current object

Reimplemented from TMVA::TActivation.

Definition at line 66 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 52 of file TActivationReLU.cxx.

◆ Streamer()

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

Reimplemented from TMVA::TActivation.

◆ StreamerNVirtual()

void TMVA::TActivationReLU::StreamerNVirtual ( TBuffer &  ClassDef_StreamerNVirtual_b)
inline

Definition at line 66 of file TActivationReLU.h.

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