TMVA::TActivationChooser Class Reference

Class for easily choosing activation functions.

Definition at line 44 of file TActivationChooser.h.

Public Types
enum	EActivationType {   kLinear = 0 , kSigmoid , kTanh , kReLU ,   kRadial }

Public Member Functions
	TActivationChooser ()
	Default constructor.
virtual	~TActivationChooser ()
	Destructor.
TActivation *	CreateActivation (const TString &type) const
	instantiate the correct activation object according to the type chosen (given by a TString)
TActivation *	CreateActivation (EActivationType type) const
	instantiate the correct activation object according to the type chosen (given as the enumeration type)
std::vector< TString > *	GetAllActivationNames () const
	returns the names of all know activation functions
virtual TClass *	IsA () const
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 ()

Private Member Functions
MsgLogger &	Log () const

Private Attributes
TString	fLINEAR
	activation function name
MsgLogger *	fLogger
	! message logger
TString	fRADIAL
	activation function name
TString	fRELU
	activation function name
TString	fSIGMOID
	activation function name
TString	fTANH
	activation function name

#include <TMVA/TActivationChooser.h>

Member Enumeration Documentation

EActivationType

enum TMVA::TActivationChooser::EActivationType

Enumerator
kLinear
kSigmoid
kTanh
kReLU
kRadial

Definition at line 47 of file TActivationChooser.h.

Constructor & Destructor Documentation

TActivationChooser()

TMVA::TActivationChooser::TActivationChooser

(

)

Default constructor.

Definition at line 47 of file TActivationChooser.cxx.

~TActivationChooser()

TMVA::TActivationChooser::~TActivationChooser ( )

virtual

Destructor.

Definition at line 60 of file TActivationChooser.cxx.

Member Function Documentation

Class()

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

static

Returns

TClass describing this class

Class_Name()

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

static

Returns

Name of this class

Class_Version()

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

inlinestaticconstexpr

Returns

Version of this class

Definition at line 72 of file TActivationChooser.h.

CreateActivation() [1/2]

TMVA::TActivation * TMVA::TActivationChooser::CreateActivation

(

const TString &

type

)

const

instantiate the correct activation object according to the type chosen (given by a TString)

Definition at line 90 of file TActivationChooser.cxx.

CreateActivation() [2/2]

TMVA::TActivation * TMVA::TActivationChooser::CreateActivation

(

EActivationType

type

)

const

instantiate the correct activation object according to the type chosen (given as the enumeration type)

Definition at line 70 of file TActivationChooser.cxx.

DeclFileName()

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

inlinestatic

Returns

Name of the file containing the class declaration

Definition at line 72 of file TActivationChooser.h.

GetAllActivationNames()

std::vector< TString > * TMVA::TActivationChooser::GetAllActivationNames

(

)

const

returns the names of all know activation functions

Definition at line 107 of file TActivationChooser.cxx.

IsA()

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

inlinevirtual

Returns

TClass describing current object

Definition at line 72 of file TActivationChooser.h.

Log()

MsgLogger & TMVA::TActivationChooser::Log ( ) const

inlineprivate

Definition at line 70 of file TActivationChooser.h.

Streamer()

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

virtual

StreamerNVirtual()

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

inline

Definition at line 72 of file TActivationChooser.h.

Member Data Documentation

fLINEAR

TString TMVA::TActivationChooser::fLINEAR

private

activation function name

Definition at line 63 of file TActivationChooser.h.

fLogger

MsgLogger* TMVA::TActivationChooser::fLogger

mutableprivate

! message logger

Definition at line 69 of file TActivationChooser.h.

fRADIAL

TString TMVA::TActivationChooser::fRADIAL

private

activation function name

Definition at line 67 of file TActivationChooser.h.

fRELU

TString TMVA::TActivationChooser::fRELU

private

activation function name

Definition at line 66 of file TActivationChooser.h.

fSIGMOID

TString TMVA::TActivationChooser::fSIGMOID

private

activation function name

Definition at line 64 of file TActivationChooser.h.

fTANH

TString TMVA::TActivationChooser::fTANH

private

activation function name

Definition at line 65 of file TActivationChooser.h.

Libraries for TMVA::TActivationChooser:

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

• tmva/tmva/inc/TMVA/TActivationChooser.h
• tmva/tmva/src/TActivationChooser.cxx