Class StochasticGradientDescender

Inheritance

Object

GradientDescender

StochasticGradientDescender

Inherited Members

Object.Equals(Object)

Object.Equals(Object, Object)

Object.GetHashCode()

Object.GetType()

Object.MemberwiseClone()

Object.ReferenceEquals(Object, Object)

Object.ToString()

Namespace: NeuralNetLearning.Maths.GradientDescent

Assembly: NeuralNet.dll

Syntax

public class StochasticGradientDescender : GradientDescender

Constructors

StochasticGradientDescender()

Declaration

public StochasticGradientDescender()

StochasticGradientDescender(Double)

Declaration

public StochasticGradientDescender(double learningRate = 0.001)

Parameters

Type	Name	Description
Double	learningRate

Methods

GradientDescentStep(Parameter)

Declaration

public override Parameter GradientDescentStep(Parameter gradient)

Parameters

Type	Name	Description
Parameter	gradient

Returns

Type	Description
Parameter

Overrides

GradientDescender.GradientDescentStep(Parameter)

HyperParametersToLines()

Declaration

public string[] HyperParametersToLines()

Returns

Type	Description
String[]