Interface IConvergenceLearning

Common interface for convergence-based iterative learning algorithms.

Namespace: ISynergy.Framework.Mathematics.Statistics

Assembly: ISynergy.Framework.Mathematics.dll

Syntax

public interface IConvergenceLearning

Properties

CurrentIteration

Gets the current iteration number.

Declaration

int CurrentIteration { get; }

Property Value

Type	Description
System.Int32

HasConverged

Gets or sets whether the algorithm has converged.

Declaration

bool HasConverged { get; }

Property Value

Type	Description
System.Boolean

MaxIterations

Gets or sets the maximum number of iterations performed by the learning algorithm.

Declaration

int MaxIterations { get; set; }

Property Value

Type	Description
System.Int32

Tolerance

Gets or sets the tolerance value used to determine whether the algorithm has converged.

Declaration

double Tolerance { get; set; }

Property Value

Type	Description
System.Double

Extension Methods

Matrix.Replace<T>(T, Object, Object)

Matrix.IsEqual(Object, Object, Decimal, Decimal)

EntityBaseExtensions.HasProperty(Object, String)

ArrayExtensions.Concatenate<T>(T, T[])

CollectionExtensions.FromHierarchy<TSource>(TSource, Func<TSource, TSource>, Func<TSource, Boolean>)

CollectionExtensions.FromHierarchy<TSource>(TSource, Func<TSource, TSource>)

ObjectExtensions.Clone<T>(T)

ObjectExtensions.To<T>(Object)

ObjectExtensions.To(Object, Type)

ObjectExtensions.HasMethod(Object, String)

ObjectExtensions.AddressOf<T>(T)

ReflectionExtensions.GetIdentityValue<T>(T)

ReflectionExtensions.GetIdentityValue<T, TResult>(T)

ReflectionExtensions.GetIdentityProperty<T>(T)

ReflectionExtensions.HasIdentityProperty<T>(T)

ReflectionExtensions.GetPropertyValue<T, TResult>(T, String, TResult)

ReflectionExtensions.GetPropertyInfo<T, TValue>(T, Expression<Func<T, TValue>>)

ReflectionExtensions.GetTitleValue<T>(T)

ReflectionExtensions.HasParentIdentityProperty<T>(T)

ReflectionExtensions.GetParentIdentityProperty<T>(T)

ReflectionExtensions.IsFreeApplication<T>(T)