Struct SpectralClustering 

pub struct SpectralClustering { /* private fields */ }

Spectral clustering

Implementations

impl SpectralClustering

pub fn new(config: ClusteringConfig) -> Self

Create with configuration

pub fn with_k(k: usize) -> Self

Create with just number of clusters

pub fn cluster(&self, laplacian: &ScaledLaplacian) -> ClusteringResult

Cluster graph using normalized Laplacian eigenvectors

pub fn bipartition(&self, laplacian: &ScaledLaplacian) -> ClusteringResult

Cluster using Fiedler vector (k=2)

pub fn normalized_cut( &self, laplacian: &ScaledLaplacian, partition: &[bool], ) -> f64

Compute normalized cut value for a bipartition

Trait Implementations

impl Clone for SpectralClustering

fn clone(&self) -> SpectralClustering

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for SpectralClustering

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.