Struct CachedKernel 

pub struct CachedKernel { /* private fields */ }

Cached kernel wrapper that automatically handles caching

Implementations

impl CachedKernel

pub fn new( kernel: Box<dyn Kernel>, cache: Arc<dyn ThreadSafeKernelCache>, ) -> Self

Create a new cached kernel

pub fn set_data(&mut self, x: Array2<Float>)

Set data for index-based caching

pub fn compute_by_indices(&self, i: usize, j: usize) -> Result<Float>

Compute kernel value with caching by indices

pub fn cache_stats(&self) -> CacheStatistics

Get cache statistics

pub fn clear_cache(&self)

Clear cache

Trait Implementations

impl Debug for CachedKernel

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

Formats the value using the given formatter.

impl Kernel for CachedKernel

fn compute(&self, x: ArrayView1<'_, f64>, y: ArrayView1<'_, f64>) -> f64

Compute kernel value between two vectors

fn compute_matrix(&self, x: &Array2<f64>, y: &Array2<f64>) -> Array2<f64>

Compute kernel matrix for two datasets

fn parameters(&self) -> HashMap<String, f64>

Get kernel parameters for serialization