projection

package
v0.0.1 Latest Latest
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 Go to latest Published: Mar 27, 2024 License: Apache-2.0 Imports: 7 Imported by: 0

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Index

Constants

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Variables

This section is empty.

Functions

func Compute 

func Compute(embs []v1.Embedding, p v1.Projection) (map[v1.Dim][]v1.Embedding, error)

Compute computes p projections (2D and 3D) for embeddings embs and returns them.

func PCA 

func PCA(embs []v1.Embedding, projDim v1.Dim) ([]v1.Embedding, error)

PCA computes PCA vectors and projects the original embeddings to the given dimension. It returns a new slice of embeddings of the same size as the origin al embeddings, but with the given dimension dropped to the given dimension.

func TSNE 

func TSNE(embs []v1.Embedding, projDim v1.Dim) ([]v1.Embedding, error)

TSNE calculates tsne projecion of the given embeddings into the given dimension. It returns a new slice of embeddings of the same size as the origin al embeddings, but with the given dimension dropped to the given dimension.

Types

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Source Files

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