Struct DeepClusterConfig 

pub struct DeepClusterConfig {
    pub n_clusters: usize,
    pub n_pca_components: usize,
    pub kmeans_max_iter: usize,
    pub kmeans_tol: f64,
    pub reassign_empty: bool,
    pub seed: u64,
}

Configuration for the DeepCluster CPU-side pipeline.

Fields

n_clusters: usize

Number of clusters k for k-means. Default: 1000.

n_pca_components: usize

Number of PCA components for whitening; 0 = skip whitening. Default: 256.

kmeans_max_iter: usize

Maximum k-means iterations. Default: 100.

kmeans_tol: f64

Convergence tolerance: fraction of reassigned points. Default: 1e-4.

reassign_empty: bool

Whether to reassign empty clusters to avoid degenerate solutions. Default: true.

seed: u64

Seed for the deterministic LCG RNG. Default: 42.

Implementations

impl DeepClusterConfig

pub fn new( n_clusters: usize, n_pca_components: usize, kmeans_max_iter: usize, kmeans_tol: f64, reassign_empty: bool, seed: u64, ) -> SslResult<Self>

Construct a validated DeepClusterConfig.

Errors

• SslError::InvalidParameter when n_clusters == 0 or kmeans_max_iter == 0.

Trait Implementations

impl Clone for DeepClusterConfig

fn clone(&self) -> DeepClusterConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for DeepClusterConfig

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

Formats the value using the given formatter.

impl Default for DeepClusterConfig

fn default() -> Self

Returns the “default value” for a type.