Struct SpectralDecomposition 

pub struct SpectralDecomposition {
    pub eigenvalues: Vec<f64>,
    pub eigenvectors: DMatrix<f64>,
}

Fields

eigenvalues: Vec<f64>

eigenvectors: DMatrix<f64>

Implementations

impl SpectralDecomposition

pub fn decompose(matrix: &DMatrix<f64>) -> Result<Self, String>

pub fn reconstruct(&self) -> DMatrix<f64>

pub fn low_rank(&self, k: usize) -> DMatrix<f64>

Trait Implementations

impl Clone for SpectralDecomposition

fn clone(&self) -> SpectralDecomposition

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for SpectralDecomposition

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for SpectralDecomposition

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for SpectralDecomposition

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

where __S: Serializer,

Serialize this value into the given Serde serializer.