Enum ClusteringMethod 

pub enum ClusteringMethod {
    HDBSCAN,
    KMeans {
        k: usize,
    },
    Spectral {
        n_clusters: usize,
    },
    Agglomerative {
        n_clusters: usize,
        linkage: LinkageMethod,
    },
}

Method used for clustering embeddings.

Variants

HDBSCAN

HDBSCAN (Hierarchical Density-Based Spatial Clustering). Good for discovering clusters of varying densities and shapes.

KMeans

K-Means clustering with fixed number of clusters.

Fields

k: usize

Number of clusters to create.

Spectral

Spectral clustering using eigenvalues of similarity matrix.

Fields

n_clusters: usize

Number of clusters to create.

Agglomerative

Agglomerative hierarchical clustering.

Fields

n_clusters: usize

Number of clusters to create.

linkage: LinkageMethod

Linkage criterion (ward, complete, average, single).

Trait Implementations

impl Clone for ClusteringMethod

fn clone(&self) -> ClusteringMethod

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ClusteringMethod

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

Formats the value using the given formatter.

impl Default for ClusteringMethod

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for ClusteringMethod

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Display for ClusteringMethod

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

Formats the value using the given formatter.

impl PartialEq for ClusteringMethod

fn eq(&self, other: &ClusteringMethod) -> 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 Serialize for ClusteringMethod

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

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl StructuralPartialEq for ClusteringMethod