Tensor.CosineSimilarity Method

Reference

Definition

Namespace:: System.Numerics.Tensors

Assembly:: System.Numerics.Tensors.dll

Package:: System.Numerics.Tensors v9.0.0

Important

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Overloads

CosineSimilarity<T>(ReadOnlyTensorSpan<T>, ReadOnlyTensorSpan<T>)	Compute cosine similarity between `x` and `y`.
CosineSimilarity<T>(ReadOnlyTensorSpan<T>, ReadOnlyTensorSpan<T>, TensorSpan<T>)	Compute cosine similarity between `x` and `y`.

CosineSimilarity<T>(ReadOnlyTensorSpan<T>, ReadOnlyTensorSpan<T>)

Source:: TensorExtensions.cs

Source:: TensorExtensions.cs

Compute cosine similarity between x and y.

public:
generic <typename T>
 where T : System::Numerics::IRootFunctions<T> static System::Numerics::Tensors::Tensor<T> ^ CosineSimilarity(System::Numerics::Tensors::ReadOnlyTensorSpan<T> % x, System::Numerics::Tensors::ReadOnlyTensorSpan<T> % y);

public static System.Numerics.Tensors.Tensor<T> CosineSimilarity<T> (in System.Numerics.Tensors.ReadOnlyTensorSpan<T> x, in System.Numerics.Tensors.ReadOnlyTensorSpan<T> y) where T : System.Numerics.IRootFunctions<T>;

static member CosineSimilarity : ReadOnlyTensorSpan * ReadOnlyTensorSpan -> System.Numerics.Tensors.Tensor<'T (requires 'T :> System.Numerics.IRootFunctions<'T>)> (requires 'T :> System.Numerics.IRootFunctions<'T>)

Public Function CosineSimilarity(Of T As IRootFunctions(Of T)) (ByRef x As ReadOnlyTensorSpan(Of T), ByRef y As ReadOnlyTensorSpan(Of T)) As Tensor(Of T)

Type Parameters

T

Parameters

x: ReadOnlyTensorSpan<T>

The first ReadOnlyTensorSpan<T>

y: ReadOnlyTensorSpan<T>

The second ReadOnlyTensorSpan<T>

Returns

Tensor<T>

Applies to

CosineSimilarity<T>(ReadOnlyTensorSpan<T>, ReadOnlyTensorSpan<T>, TensorSpan<T>)

Source:: TensorExtensions.cs

Source:: TensorExtensions.cs

Compute cosine similarity between x and y.

public:
generic <typename T>
 where T : System::Numerics::IRootFunctions<T> static System::Numerics::Tensors::TensorSpan<T> ^ CosineSimilarity(System::Numerics::Tensors::ReadOnlyTensorSpan<T> % x, System::Numerics::Tensors::ReadOnlyTensorSpan<T> % y, System::Numerics::Tensors::TensorSpan<T> % destination);

public static ref readonly System.Numerics.Tensors.TensorSpan<T> CosineSimilarity<T> (scoped in System.Numerics.Tensors.ReadOnlyTensorSpan<T> x, scoped in System.Numerics.Tensors.ReadOnlyTensorSpan<T> y, in System.Numerics.Tensors.TensorSpan<T> destination) where T : System.Numerics.IRootFunctions<T>;

static member CosineSimilarity : ReadOnlyTensorSpan * ReadOnlyTensorSpan * TensorSpan -> TensorSpan (requires 'T :> System.Numerics.IRootFunctions<'T>)

Public Function CosineSimilarity(Of T As IRootFunctions(Of T)) (ByRef x As ReadOnlyTensorSpan(Of T), ByRef y As ReadOnlyTensorSpan(Of T), ByRef destination As TensorSpan(Of T)) As TensorSpan(Of T)