Class Nadam

Nesterov Adam optimizer. Much like Adam is essentially RMSprop with momentum, Nadam is Adam RMSprop with Nesterov momentum. Default parameters follow those provided in the paper.It is recommended to leave the parameters of this optimizer at their default values.

Inheritance

System.Object

Keras

Base

Nadam

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.Optimizers

Assembly: Keras.dll

Syntax

public class Nadam : Base, IDisposable

Constructors

Nadam(Single, Single, Single, Nullable<Single>, Single)

Declaration

public Nadam(float lr = 0.002F, float beta_1 = 0.9F, float beta_2 = 0.999F, float? epsilon = default(float? ), float schedule_decay = 0.004F)

Parameters

Type	Name	Description
System.Single	lr
System.Single	beta_1
System.Single	beta_2
System.Nullable<System.Single>	epsilon
System.Single	schedule_decay

Implements

System.IDisposable