Enum GraphMethod 

pub enum GraphMethod {
    KNN {
        k: usize,
        heat_kernel: bool,
    },
    EpsilonBall {
        epsilon: f64,
    },
    FullHeatKernel,
}

Graph construction method for Laplacian Eigenmaps

Variants

KNN

k-nearest neighbors graph with optional heat kernel weights

Fields

k: usize

Number of neighbors

heat_kernel: bool

If true, use heat kernel weights; otherwise binary weights

EpsilonBall

Epsilon-ball neighborhood graph

Fields

epsilon: f64

Neighborhood radius

FullHeatKernel

Full heat kernel (connect all points with Gaussian weights)

Trait Implementations

impl Clone for GraphMethod

fn clone(&self) -> GraphMethod

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for GraphMethod

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

Formats the value using the given formatter.

impl PartialEq for GraphMethod

fn eq(&self, other: &GraphMethod) -> bool

Tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl StructuralPartialEq for GraphMethod