Class ActivityRegularization

Layer that applies an update to the cost function based input activity.

Inheritance

System.Object

Keras

Base

BaseLayer

ActivityRegularization

Implements

System.IDisposable

Inherited Members

BaseLayer.Set(BaseLayer[])

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.Layers

Assembly: Keras.dll

Syntax

public class ActivityRegularization : BaseLayer, IDisposable

Constructors

ActivityRegularization(Single, Single, Shape)

Initializes a new instance of the ActivityRegularization class.

Declaration

public ActivityRegularization(float l1 = 0F, float l2 = 0F, Shape input_shape = null)

Parameters

Type	Name	Description
System.Single	l1	L1 regularization factor (positive float).
System.Single	l2	L2 regularization factor (positive float).
Shape	input_shape	Arbitrary. Use the keyword argument input_shape (tuple of integers, does not include the samples axis) when using this layer as the first layer in a model.

Implements

System.IDisposable