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SpectralGraphAnalysis

torsh_graph::spectral

Struct SpectralGraphAnalysis

pub struct SpectralGraphAnalysis;

Expand description

Spectral graph analysis utilities

Implementations§

impl SpectralGraphAnalysis

pub fn compute_laplacian( graph: &GraphData, laplacian_type: LaplacianType, ) -> Result<Array2<f32>, TorshError>

Compute graph Laplacian matrix

pub fn spectral_embedding( graph: &GraphData, num_components: usize, ) -> Result<Tensor, TorshError>

Compute spectral embedding using eigendecomposition (simplified power iteration)

pub fn compute_spectrum(graph: &GraphData, num_eigenvalues: usize) -> Vec<f32>

Compute graph spectrum (eigenvalues) - simplified version

pub fn spectral_clustering( graph: &GraphData, num_clusters: usize, ) -> Result<Vec<usize>, TorshError>

Spectral clustering

Auto Trait Implementations§

impl Freeze for SpectralGraphAnalysis

impl RefUnwindSafe for SpectralGraphAnalysis

impl Send for SpectralGraphAnalysis

impl Sync for SpectralGraphAnalysis

impl Unpin for SpectralGraphAnalysis

impl UnsafeUnpin for SpectralGraphAnalysis

impl UnwindSafe for SpectralGraphAnalysis

Blanket Implementations§

impl<T> Any for T
where T: 'static + ?Sized,

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