LiSHTFunction Class Reference

The LiSHT function, defined by. More...

Static Public Member Functions
static double	Deriv (const double y)
	Computes the first derivative of the LiSHT function. More...
template
static void	Deriv (const InputVecType &y, OutputVecType &x)
	Computes the first derivatives of the LiSHT function. More...
static double	Fn (const double x)
	Computes the LiSHT function. More...
template
static void	Fn (const InputVecType &x, OutputVecType &y)
	Computes the LiSHT function. More...

Detailed Description

The LiSHT function, defined by.

Definition at line 42 of file lisht_function.hpp.

Member Function Documentation

Deriv() [1/2]

static double Deriv ( const double  y )

inlinestatic

Computes the first derivative of the LiSHT function.

Parameters

y	Input data.

Returns

f'(x)

Definition at line 74 of file lisht_function.hpp.

Deriv() [2/2]

static void Deriv ( const InputVecType &  y, OutputVecType &  x  )

inlinestatic

Computes the first derivatives of the LiSHT function.

Parameters

y	Input data.
x	The resulting derivatives.

Definition at line 86 of file lisht_function.hpp.

Fn() [1/2]

static double Fn ( const double  x )

inlinestatic

Computes the LiSHT function.

Parameters

x	Input data.

Returns

f(x).

Definition at line 51 of file lisht_function.hpp.

Fn() [2/2]

static void Fn ( const InputVecType &  x, OutputVecType &  y  )

inlinestatic

Computes the LiSHT function.

Parameters

x	Input data.
y	The resulting output activation.

Definition at line 63 of file lisht_function.hpp.

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

• /home/jenkins-mlpack/mlpack.org/_src/mlpack-3.4.2/src/mlpack/methods/ann/activation_functions/lisht_function.hpp