Class GradientDescent

Gradient descent algorithm class.

Inheritance
System.Object
GradientDescent
Namespace: Paramdigma.Core.Optimization
Assembly: Paramdigma.Core.dll
Syntax
public class GradientDescent : object

Constructors

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GradientDescent(GradientDescentOptions)

Initializes a new instance of the GradientDescent class with given options.

Declaration
public GradientDescent(GradientDescentOptions options)
Parameters
Type Name Description
GradientDescentOptions options

Settings to apply to this GD instance.

Fields

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Options

Contains all the options of the current minimization.

Declaration
public GradientDescentOptions Options
Field Value
Type Description
GradientDescentOptions
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Result

Contains the result of the current minimization.

Declaration
public GradientDescentResult Result
Field Value
Type Description
GradientDescentResult

Methods

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Minimize(GradientDescent.FitnessFunction, List<Double>)

Run gradient descent algorithm.

Declaration
public void Minimize(GradientDescent.FitnessFunction function, List<double> inputValues)
Parameters
Type Name Description
GradientDescent.FitnessFunction function

Delegate function to compute the fitness.
List<System.Double> inputValues

Input values to compute the fitness from.