Struct SpectralEmbedding

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pub struct SpectralEmbedding { /* private fields */ }

Expand description

Node embeddings using spectral decomposition of graph Laplacian

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impl SpectralEmbedding

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pub fn new(_ncomponents: usize) -> Self

Create a new spectral embedding transformer

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pub fn with_laplacian_type(self, laplaciantype: LaplacianType) -> Self

Set the type of Laplacian to use

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pub fn with_random_state(self, seed: u64) -> Self

Set random state for reproducibility

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pub fn fit_transform(&self, adjacency: &Array2<f64>) -> Result<Array2<f64>>

Fit and transform the adjacency matrix to node embeddings

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impl UnwindSafe for SpectralEmbedding

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