Tensor.CreateFromArray Method

Definition

Namespace: Numerics.NET.Tensors
Assembly: Numerics.NET.Tensors (in Numerics.NET.Tensors.dll) Version: 9.0.0

Creates a tensor from a given array with an option to create a view.

Overload List

CreateFromArray<T>(T[])	Constructs a 1-dimensional tensor from a 1-dimensional array.
CreateFromArray<T>(T[,,,])	Constructs a 4-dimensional tensor from a 4-dimensional array.
CreateFromArray<T>(T[,,])	Constructs a 3-dimensional tensor from a 3-dimensional array.
CreateFromArray<T>(T[,])	Constructs a 2-dimensional tensor from a 2-dimensional array.
CreateFromArray<T>(T[], Boolean)	Constructs a 1-dimensional tensor from a 1-dimensional array.
CreateFromArray<T>(T[,,,], Boolean)	Constructs a 4-dimensional tensor from a 4-dimensional array using the array's memory to store the tensor elements.
CreateFromArray<T>(T[,,], Boolean)	Constructs a 3-dimensional tensor from a 3-dimensional array using the array's memory to store the tensor elements.
CreateFromArray<T>(T[,], Boolean)	Constructs a 2-dimensional tensor from a 2-dimensional array using the array's memory to store the tensor elements.
CreateFromArray<T>(T[], TensorShape, TensorElementOrder, Boolean)	Constructs a new dense tensor of the specifed dimensions, wrapping existing backing memory for the contents.
CreateFromArray<T>(T[], TensorShape, TensorLayout, Boolean)	Constructs a new dense tensor of the specifed dimensions, wrapping existing backing memory for the contents.

CreateFromArray<T>(T[])

Constructs a 1-dimensional tensor from a 1-dimensional array.

public static Tensor<T> CreateFromArray<T>(
	T[] values
)

Visual Basic

Public Shared Function CreateFromArray(Of T) ( 
	values As T()
) As Tensor(Of T)

C++/CLI

public:
generic<typename T>
static Tensor<T>^ CreateFromArray(
	array<T>^ values
)

static member CreateFromArray : 
        values : 'T[] -> Tensor<'T>

Parameters

values T[]: An array containing the elements of the new tensor.

Type Parameters

T: The type of the elements of the tensor.

Return Value

Tensor<T>
A 1-dimensional tensor of the same shape and with the same elements as values.

CreateFromArray<T>(T[,])

Constructs a 4-dimensional tensor from a 4-dimensional array.

public static Tensor<T> CreateFromArray<T>(
	T[,,,] values
)

Visual Basic

Public Shared Function CreateFromArray(Of T) ( 
	values As T(,,,)
) As Tensor(Of T)

C++/CLI

public:
generic<typename T>
static Tensor<T>^ CreateFromArray(
	array<T,4>^ values
)

static member CreateFromArray : 
        values : 'T[,,,] -> Tensor<'T>

Parameters

values T[4]: An array containing the elements of the new tensor.

Type Parameters

T: The type of the elements of the tensor.

Return Value

Tensor<T>
A 4-dimensional tensor of the same shape and with the same elements as values.

CreateFromArray<T>(T[,])

Constructs a 3-dimensional tensor from a 3-dimensional array.

public static Tensor<T> CreateFromArray<T>(
	T[,,] values
)

Visual Basic

Public Shared Function CreateFromArray(Of T) ( 
	values As T(,,)
) As Tensor(Of T)

C++/CLI

public:
generic<typename T>
static Tensor<T>^ CreateFromArray(
	array<T,3>^ values
)

static member CreateFromArray : 
        values : 'T[,,] -> Tensor<'T>

Parameters

values T[3]: An array containing the elements of the new tensor.

Type Parameters

T: The type of the elements of the tensor.

Return Value

Tensor<T>
A 3-dimensional tensor of the same shape and with the same elements as values.

CreateFromArray<T>(T[,])

Constructs a 2-dimensional tensor from a 2-dimensional array.

public static Tensor<T> CreateFromArray<T>(
	T[,] values
)

Visual Basic

Public Shared Function CreateFromArray(Of T) ( 
	values As T(,)
) As Tensor(Of T)

C++/CLI

public:
generic<typename T>
static Tensor<T>^ CreateFromArray(
	array<T,2>^ values
)

static member CreateFromArray : 
        values : 'T[,] -> Tensor<'T>

Parameters

values T[2]: An array containing the elements of the new tensor.

Type Parameters

T: The type of the elements of the tensor.

Return Value

Tensor<T>
A 2-dimensional tensor of the same shape and with the same elements as values.

CreateFromArray<T>(T[], Boolean)

Constructs a 1-dimensional tensor from a 1-dimensional array.

public static Tensor<T> CreateFromArray<T>(
	T[] values,
	bool createView
)
where T : struct, new()

Visual Basic

Public Shared Function CreateFromArray(Of T As {Structure, New}) ( 
	values As T(),
	createView As Boolean
) As Tensor(Of T)

C++/CLI

public:
generic<typename T>
where T : value class, gcnew()
static Tensor<T>^ CreateFromArray(
	array<T>^ values, 
	bool createView
)

static member CreateFromArray : 
        values : 'T[] * 
        createView : bool -> Tensor<'T>  when 'T : struct, new()

Parameters

values T[]: An array containing the elements of the new tensor.
createView Boolean: Specifies whether the tensor should be a view of the array or a copy.

Type Parameters

T: The type of the elements of the tensor.

Return Value

Tensor<T>
A 1-dimensional tensor of the same shape and with the same elements as values.

CreateFromArray<T>(T[,], Boolean)

Constructs a 4-dimensional tensor from a 4-dimensional array using the array's memory to store the tensor elements.

public static Tensor<T> CreateFromArray<T>(
	T[,,,] values,
	bool createView
)
where T : struct, new()

Visual Basic

Public Shared Function CreateFromArray(Of T As {Structure, New}) ( 
	values As T(,,,),
	createView As Boolean
) As Tensor(Of T)

C++/CLI

public:
generic<typename T>
where T : value class, gcnew()
static Tensor<T>^ CreateFromArray(
	array<T,4>^ values, 
	bool createView
)

static member CreateFromArray : 
        values : 'T[,,,] * 
        createView : bool -> Tensor<'T>  when 'T : struct, new()

Parameters

values T[4]: An array containing the elements of the new tensor.
createView Boolean: Specifies whether the tensor should be a view of the array or a copy.

Type Parameters

T: The type of the elements of the tensor. Must be an unmanaged, non-nullable value type.

Return Value

Tensor<T>
A 4-dimensional tensor of the same shape and with the same elements as values.

CreateFromArray<T>(T[,], Boolean)

Constructs a 3-dimensional tensor from a 3-dimensional array using the array's memory to store the tensor elements.

public static Tensor<T> CreateFromArray<T>(
	T[,,] values,
	bool createView
)
where T : struct, new()

Visual Basic

Public Shared Function CreateFromArray(Of T As {Structure, New}) ( 
	values As T(,,),
	createView As Boolean
) As Tensor(Of T)

C++/CLI

public:
generic<typename T>
where T : value class, gcnew()
static Tensor<T>^ CreateFromArray(
	array<T,3>^ values, 
	bool createView
)

static member CreateFromArray : 
        values : 'T[,,] * 
        createView : bool -> Tensor<'T>  when 'T : struct, new()

Parameters

values T[3]: An array containing the elements of the new tensor.
createView Boolean: Specifies whether the tensor should be a view of the array or a copy.

Type Parameters

T: The type of the elements of the tensor. Must be an unmanaged, non-nullable value type.

Return Value

Tensor<T>
A 3-dimensional tensor of the same shape and with the same elements as values.

CreateFromArray<T>(T[,], Boolean)

Constructs a 2-dimensional tensor from a 2-dimensional array using the array's memory to store the tensor elements.

public static Tensor<T> CreateFromArray<T>(
	T[,] values,
	bool createView
)
where T : struct, new()

Visual Basic

Public Shared Function CreateFromArray(Of T As {Structure, New}) ( 
	values As T(,),
	createView As Boolean
) As Tensor(Of T)

C++/CLI

public:
generic<typename T>
where T : value class, gcnew()
static Tensor<T>^ CreateFromArray(
	array<T,2>^ values, 
	bool createView
)

static member CreateFromArray : 
        values : 'T[,] * 
        createView : bool -> Tensor<'T>  when 'T : struct, new()

Parameters

values T[2]: An array containing the elements of the new tensor.
createView Boolean: Specifies whether the tensor should be a view of the array or a copy.

Type Parameters

T: The type of the elements of the tensor. Must be an unmanaged, non-nullable value type.

Return Value

Tensor<T>
A 2-dimensional tensor of the same shape and with the same elements as values.

CreateFromArray<T>(T[], TensorShape, TensorElementOrder, Boolean)

Constructs a new dense tensor of the specifed dimensions, wrapping existing backing memory for the contents.

public static Tensor<T> CreateFromArray<T>(
	T[] values,
	TensorShape shape,
	TensorElementOrder order = TensorElementOrder.CStyle,
	bool createView = false
)

Visual Basic

Public Shared Function CreateFromArray(Of T) ( 
	values As T(),
	shape As TensorShape,
	Optional order As TensorElementOrder = TensorElementOrder.CStyle,
	Optional createView As Boolean = false
) As Tensor(Of T)

C++/CLI

public:
generic<typename T>
static Tensor<T>^ CreateFromArray(
	array<T>^ values, 
	TensorShape shape, 
	TensorElementOrder order = TensorElementOrder::CStyle, 
	bool createView = false
)

static member CreateFromArray : 
        values : 'T[] * 
        shape : TensorShape * 
        ?order : TensorElementOrder * 
        ?createView : bool 
(* Defaults:
        let _order = defaultArg order TensorElementOrder.CStyle
        let _createView = defaultArg createView false
*)
-> Tensor<'T>

Parameters

values T[]: A 1D array containing the elements of the tensor.
shape TensorShape: The dimensions of the new tensor.
order TensorElementOrder (Optional): Optional. Specifies the order in which elements are stored in values. The default is C-style (row major).
createView Boolean (Optional): Optional. Specifies whether values should be used to store the tensor's elements. The default is false.

Type Parameters

T

Return Value

Tensor<T>

CreateFromArray<T>(T[], TensorShape, TensorLayout, Boolean)

Constructs a new dense tensor of the specifed dimensions, wrapping existing backing memory for the contents.

public static Tensor<T> CreateFromArray<T>(
	T[] values,
	TensorShape shape,
	TensorLayout layout,
	bool createView = false
)

Visual Basic

Public Shared Function CreateFromArray(Of T) ( 
	values As T(),
	shape As TensorShape,
	layout As TensorLayout,
	Optional createView As Boolean = false
) As Tensor(Of T)

C++/CLI

public:
generic<typename T>
static Tensor<T>^ CreateFromArray(
	array<T>^ values, 
	TensorShape shape, 
	TensorLayout layout, 
	bool createView = false
)

static member CreateFromArray : 
        values : 'T[] * 
        shape : TensorShape * 
        layout : TensorLayout * 
        ?createView : bool 
(* Defaults:
        let _createView = defaultArg createView false
*)
-> Tensor<'T>

Parameters

values T[]: A 1D array containing the elements of the tensor.
shape TensorShape: The dimensions of the new tensor.
layout TensorLayout: The layout of the tensor elements.
createView Boolean (Optional): Optional. Specifies whether values should be used as storage for the tensor. The default is false.

Type Parameters

T

Return Value

Tensor<T>

Tensor.CreateFromArray Method

Definition

Overload List

CreateFromArray<T>(T[])

Parameters

Type Parameters

Return Value

CreateFromArray<T>(T[,])

Parameters

Type Parameters

Return Value

CreateFromArray<T>(T[,])

Parameters

Type Parameters

Return Value

CreateFromArray<T>(T[,])

Parameters

Type Parameters

Return Value

CreateFromArray<T>(T[], Boolean)

Parameters

Type Parameters

Return Value

CreateFromArray<T>(T[,], Boolean)

Parameters

Type Parameters

Return Value

CreateFromArray<T>(T[,], Boolean)

Parameters

Type Parameters

Return Value

CreateFromArray<T>(T[,], Boolean)

Parameters

Type Parameters

Return Value

CreateFromArray<T>(T[], TensorShape, TensorElementOrder, Boolean)

Parameters

Type Parameters

Return Value

CreateFromArray<T>(T[], TensorShape, TensorLayout, Boolean)

Parameters

Type Parameters

Return Value

See Also

Reference