Tensor.RandomNormal Method

Definition

Namespace: Numerics.NET.Tensors
Assembly: Numerics.NET.Tensors (in Numerics.NET.Tensors.dll) Version: 10.3.0

Overload List

RandomNormal(TensorShape, ArrayMutability)	Constructs a new tensor with normal random numbers with zero mean and unit standard deviation.
RandomNormal(TensorShape, IRandomSource, ArrayMutability)	Constructs a new tensor with normal random numbers with zero mean and unit standard deviation.
RandomNormal(TensorShape, Random, ArrayMutability)	Constructs a new tensor with normal random numbers with zero mean and unit standard deviation.
RandomNormal<TGenerator>(TensorShape, IRandomSource<TGenerator>, ArrayMutability)	Constructs a new tensor with normal random numbers with zero mean and unit standard deviation.

RandomNormal(TensorShape, ArrayMutability)

Constructs a new tensor with normal random numbers with zero mean and unit standard deviation.

public static Tensor<double> RandomNormal(
	TensorShape shape,
	ArrayMutability mutability = ArrayMutability.MutableValues
)

Visual Basic

Public Shared Function RandomNormal ( 
	shape As TensorShape,
	Optional mutability As ArrayMutability = ArrayMutability.MutableValues
) As Tensor(Of Double)

C++/CLI

public:
static Tensor<double>^ RandomNormal(
	TensorShape shape, 
	ArrayMutability mutability = ArrayMutability::MutableValues
)

static member RandomNormal : 
        shape : TensorShape * 
        ?mutability : ArrayMutability 
(* Defaults:
        let _mutability = defaultArg mutability ArrayMutability.MutableValues
*)
-> Tensor<float>

Parameters

shape TensorShape: The shape of the tensor.
mutability ArrayMutability (Optional): Optional. Specifies how the tensor's values may be changed. The default is mutable values.

Return Value

Tensor<Double>
A Tensor<T>.

Exceptions

ArgumentException

shape is not a valid tensor shape.

RandomNormal(TensorShape, IRandomSource, ArrayMutability)

Constructs a new tensor with normal random numbers with zero mean and unit standard deviation.

public static Tensor<double> RandomNormal(
	TensorShape shape,
	IRandomSource random,
	ArrayMutability mutability = ArrayMutability.MutableValues
)

Visual Basic

Public Shared Function RandomNormal ( 
	shape As TensorShape,
	random As IRandomSource,
	Optional mutability As ArrayMutability = ArrayMutability.MutableValues
) As Tensor(Of Double)

C++/CLI

public:
static Tensor<double>^ RandomNormal(
	TensorShape shape, 
	IRandomSource^ random, 
	ArrayMutability mutability = ArrayMutability::MutableValues
)

static member RandomNormal : 
        shape : TensorShape * 
        random : IRandomSource * 
        ?mutability : ArrayMutability 
(* Defaults:
        let _mutability = defaultArg mutability ArrayMutability.MutableValues
*)
-> Tensor<float>

Parameters

shape TensorShape: The shape of the tensor.
random IRandomSource: The random number generator to use.
mutability ArrayMutability (Optional): Optional. Specifies how the tensor's values may be changed. The default is mutable values.

Return Value

Tensor<Double>
A Tensor<T>.

Exceptions

ArgumentException

shape is not a valid tensor shape.

RandomNormal(TensorShape, Random, ArrayMutability)

Constructs a new tensor with normal random numbers with zero mean and unit standard deviation.

public static Tensor<double> RandomNormal(
	TensorShape shape,
	Random random,
	ArrayMutability mutability = ArrayMutability.MutableValues
)

Visual Basic

Public Shared Function RandomNormal ( 
	shape As TensorShape,
	random As Random,
	Optional mutability As ArrayMutability = ArrayMutability.MutableValues
) As Tensor(Of Double)

C++/CLI

public:
static Tensor<double>^ RandomNormal(
	TensorShape shape, 
	Random^ random, 
	ArrayMutability mutability = ArrayMutability::MutableValues
)

static member RandomNormal : 
        shape : TensorShape * 
        random : Random * 
        ?mutability : ArrayMutability 
(* Defaults:
        let _mutability = defaultArg mutability ArrayMutability.MutableValues
*)
-> Tensor<float>

Parameters

shape TensorShape: The shape of the tensor.
random Random: The random number generator to use.
mutability ArrayMutability (Optional): Optional. Specifies how the tensor's values may be changed. The default is mutable values.

Return Value

Tensor<Double>
A Tensor<T>.

Exceptions

ArgumentException

shape is not a valid tensor shape.

RandomNormal<TGenerator>(TensorShape, IRandomSource<TGenerator>, ArrayMutability)

Constructs a new tensor with normal random numbers with zero mean and unit standard deviation.

public static Tensor<double> RandomNormal<TGenerator>(
	TensorShape shape,
	IRandomSource<TGenerator> random,
	ArrayMutability mutability = ArrayMutability.MutableValues
)
where TGenerator : struct, new(), IRandomGenerator

Visual Basic

Public Shared Function RandomNormal(Of TGenerator As {Structure, New, IRandomGenerator}) ( 
	shape As TensorShape,
	random As IRandomSource(Of TGenerator),
	Optional mutability As ArrayMutability = ArrayMutability.MutableValues
) As Tensor(Of Double)

C++/CLI

public:
generic<typename TGenerator>
where TGenerator : value class, gcnew(), IRandomGenerator
static Tensor<double>^ RandomNormal(
	TensorShape shape, 
	IRandomSource<TGenerator>^ random, 
	ArrayMutability mutability = ArrayMutability::MutableValues
)

static member RandomNormal : 
        shape : TensorShape * 
        random : IRandomSource<'TGenerator> * 
        ?mutability : ArrayMutability 
(* Defaults:
        let _mutability = defaultArg mutability ArrayMutability.MutableValues
*)
-> Tensor<float>  when 'TGenerator : struct, new() and IRandomGenerator

Parameters

shape TensorShape: The shape of the tensor.
random IRandomSource<TGenerator>: The random number generator to use.
mutability ArrayMutability (Optional): Optional. Specifies how the tensor's values may be changed. The default is mutable values.

Type Parameters

TGenerator: The underlying generator type of the random source, used to enable optimizations like inlining.

Return Value

Tensor<Double>
A Tensor<T>.

Exceptions

ArgumentException

shape is not a valid tensor shape.

Tensor.RandomNormal Method

Definition

Overload List

RandomNormal(TensorShape, ArrayMutability)

Parameters

Return Value

Exceptions

RandomNormal(TensorShape, IRandomSource, ArrayMutability)

Parameters

Return Value

Exceptions

RandomNormal(TensorShape, Random, ArrayMutability)

Parameters

Return Value

Exceptions

RandomNormal<TGenerator>(TensorShape, IRandomSource<TGenerator>, ArrayMutability)

Parameters

Type Parameters

Return Value

Exceptions

See Also

Reference