Class L1L2

Regularizers allow to apply penalties on layer parameters or layer activity during optimization. These penalties are incorporated in the loss function that the network optimizes.

Inheritance

System.Object

Keras

Base

L1L2

Implements

System.IDisposable

Inherited Members

Base.Parameters

Base.None

Base.Init()

Base.ToPython()

Base.InvokeStaticMethod(Object, String, Dictionary<String, Object>)

Base.InvokeMethod(String, Dictionary<String, Object>)

Base.Item[String]

Keras.Instance

Keras.keras

Keras.keras2onnx

Keras.tfjs

Keras.Dispose()

Keras.ToTuple(Array)

Keras.ToList(Array)

System.Object.Equals(System.Object)

System.Object.Equals(System.Object, System.Object)

System.Object.GetHashCode()

System.Object.GetType()

System.Object.MemberwiseClone()

System.Object.ReferenceEquals(System.Object, System.Object)

System.Object.ToString()

Namespace: Keras.Regularizers

Assembly: Keras.dll

Syntax

public class L1L2 : Base, IDisposable

Constructors

L1L2(Single, Single)

Initializes a new instance of the L1L2 class.

Declaration

public L1L2(float l1 = 0.01F, float l2 = 0.01F)

Parameters

Type	Name	Description
System.Single	l1	The l1.
System.Single	l2	The l2.

Implements

System.IDisposable