Struct GraphParams 

pub struct GraphParams {
    pub n_neighbors: usize,
    pub metric: Metric,
    pub normalized: bool,
    pub minkowski_p: f64,
}

Configuration for k-nearest neighbor graph construction.

These parameters control how the high-dimensional manifold structure is captured via a fuzzy topological representation.

Fields

n_neighbors: usize

Number of nearest neighbors to use for manifold approximation.

Larger values capture more global structure but may miss fine details. Smaller values focus on local structure but may fragment the manifold.

Default: 15

metric: Metric

The distance metric to use for building the k-NN graph.

Default: Euclidean

normalized: bool

Whether to normalize distance outputs before use in the loss.

Default: true

minkowski_p: f64

The Minkowski p parameter (only used when metric is Minkowski).

Default: 1.0

Trait Implementations

impl Clone for GraphParams

fn clone(&self) -> GraphParams

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for GraphParams

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

Formats the value using the given formatter.

impl Default for GraphParams

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for GraphParams

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for GraphParams

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

where __S: Serializer,

Serialize this value into the given Serde serializer.