Struct SpectralClusteringModel 

pub struct SpectralClusteringModel {
    pub labels: Array1<usize>,
    pub affinity_matrix: Array2<f64>,
    pub eigenvalues: Array1<f64>,
    pub eigenvectors: Array2<f64>,
    pub n_clusters: usize,
}

Spectral clustering model that can be serialized

Fields

labels: Array1<usize>

Cluster labels

affinity_matrix: Array2<f64>

Affinity matrix

eigenvalues: Array1<f64>

Eigenvalues

eigenvectors: Array2<f64>

Eigenvectors

n_clusters: usize

Number of clusters

Implementations

impl SpectralClusteringModel

pub fn new( labels: Array1<usize>, affinity_matrix: Array2<f64>, eigenvalues: Array1<f64>, eigenvectors: Array2<f64>, n_clusters: usize, ) -> Self

Create a new Spectral clustering model

Trait Implementations

impl Clone for SpectralClusteringModel

fn clone(&self) -> SpectralClusteringModel

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for SpectralClusteringModel

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for SpectralClusteringModel

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl SerializableModel for SpectralClusteringModel

fn save_to_file<P: AsRef<Path>>(&self, path: P) -> Result<()>

Save the model to a file

fn save_to_writer<W: Write>(&self, writer: W) -> Result<()>

Save the model to a writer

fn save_to_file_compressed<P: AsRef<Path>>(&self, path: P) -> Result<()>

Save the model to a file with compression

fn load_from_file_compressed<P: AsRef<Path>>(path: P) -> Result<Self>

Load the model from a compressed file

fn load_from_file<P: AsRef<Path>>(path: P) -> Result<Self>

Load the model from a file

fn load_from_reader<R: Read>(reader: R) -> Result<Self>

Load the model from a reader

impl Serialize for SpectralClusteringModel

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.