Class RandomNormal

Initializer that generates tensors with a normal distribution.

Inheritance
System.Object
BaseInitializer
RandomNormal
Inherited Members
Namespace: SiaNet.Initializers
Assembly: SiaNet.dll
Syntax
public class RandomNormal : BaseInitializer

Constructors

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RandomNormal(Single, Single, Nullable<Int32>)

Initializes a new instance of the RandomNormal class.

Declaration
public RandomNormal(float mean = 0F, float stddev = 0.05F, int? seed = default(int? ))
Parameters
Type Name Description
System.Single mean

Mean of the random values to generate.
System.Single stddev

Standard deviation of the random values to generate.
System.Nullable<System.Int32> seed

Used to seed the random generator.

Properties

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MeanVal

Mean of the random values to generate.

Declaration
public float MeanVal { get; set; }
Property Value
Type Description
System.Single

The mean value.
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Seed

Used to seed the random generator.

Declaration
public int? Seed { get; set; }
Property Value
Type Description
System.Nullable<System.Int32>

The seed.
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StdDev

Standard deviation of the random values to generate.

Declaration
public float StdDev { get; set; }
Property Value
Type Description
System.Single

The standard dev.

Methods

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Generate(Int64[])

Generates a tensor with specified shape.

Declaration
public override Tensor Generate(params long[] shape)
Parameters
Type Name Description
System.Int64[] shape

The shape of the tensor.
Returns
Type Description
Tensor
Overrides

See Also