Tensor.CosineSimilarity Method
Definition
Important
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Overloads
| CosineSimilarity<T>(ReadOnlyTensorSpan<T>, ReadOnlyTensorSpan<T>) |
Compute cosine similarity between |
| CosineSimilarity<T>(ReadOnlyTensorSpan<T>, ReadOnlyTensorSpan<T>, TensorSpan<T>) |
Compute cosine similarity between |
- 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);C#
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
The first ReadOnlyTensorSpan<T>
The second ReadOnlyTensorSpan<T>
Returns
Applies to
.NET 10 (package-provided) and other versions
| Product | Versions |
|---|---|
| .NET | 8 (package-provided), 9 (package-provided), 10 (package-provided) |
- 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);C#
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)Type Parameters
- T
Parameters
The first ReadOnlyTensorSpan<T>
The second ReadOnlyTensorSpan<T>
- destination
- TensorSpan<T>
Returns
Applies to
.NET 10 (package-provided) and other versions
| Product | Versions |
|---|---|
| .NET | 8 (package-provided), 9 (package-provided), 10 (package-provided) |
