params

Documentation

Index

• Constants
• Variables
• func Activation(value pkg.FloatType, mode uint8) pkg.FloatType
• func CheckActivationMode(mode uint8) uint8
• func CheckLayer(layer []uint) []uint
• func CheckLearningRate(rate pkg.FloatType) pkg.FloatType
• func CheckLossMode(mode uint8) uint8
• func Derivative(value pkg.FloatType, mode uint8) pkg.FloatType

Constants

const (
	LINEAR    uint8 = iota // LINEAR - Linear/identity.
	RELU                   // RELU - ReLu (rectified linear unit).
	LEAKYRELU              // LEAKYRELU - Leaky ReLu (leaky rectified linear unit).
	SIGMOID                // SIGMOID - Logistic, a.k.a. sigmoid or soft step.
	TANH                   // TANH - TanH (hyperbolic tangent).
)

Activation function mode.

const (
	MSE    uint8 = iota // MSE - Mean Squared Error.
	RMSE                // RMSE - Root Mean Squared Error.
	ARCTAN              // ARCTAN - Arctan Error.
	AVG                 // AVG - Average Error.
)

The mode of calculation of the total error.

Variables

var GetRandFloat = getRandFloat

Functions

func Activation

func Activation(value pkg.FloatType, mode uint8) pkg.FloatType

Activation function.

func CheckActivationMode

func CheckActivationMode(mode uint8) uint8

CheckActivationMode.

func CheckLayer

func CheckLayer(layer []uint) []uint

CheckLayer.

func CheckLearningRate

func CheckLearningRate(rate pkg.FloatType) pkg.FloatType

CheckLearningRate.

func CheckLossMode

func CheckLossMode(mode uint8) uint8

CheckLossMode.

func Derivative

func Derivative(value pkg.FloatType, mode uint8) pkg.FloatType

Derivative activation function.