Struct StreamingConfig 

pub struct StreamingConfig {
    pub max_clusters: usize,
    pub learning_rate: Float,
    pub decay_factor: Float,
    pub window_size: usize,
    pub creation_threshold: Float,
    pub merge_threshold: Float,
    pub min_weight: Float,
    pub random_state: Option<u64>,
    pub update_frequency: usize,
}

Configuration for streaming clustering algorithms

Fields

max_clusters: usize

Maximum number of clusters to maintain

learning_rate: Float

Learning rate for incremental updates

decay_factor: Float

Decay factor for aging mechanism

window_size: usize

Window size for sliding window approaches

creation_threshold: Float

Threshold for creating new clusters

merge_threshold: Float

Threshold for merging clusters

min_weight: Float

Minimum cluster weight to maintain

random_state: Option<u64>

Random seed for reproducibility

update_frequency: usize

Update frequency for macro-cluster recalculation

Trait Implementations

impl Clone for StreamingConfig

fn clone(&self) -> StreamingConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for StreamingConfig

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

Formats the value using the given formatter.

impl Default for StreamingConfig

fn default() -> Self

Returns the “default value” for a type.