Struct AdvancedHyperparameterOptimizer 

pub struct AdvancedHyperparameterOptimizer { /* private fields */ }

Advanced hyperparameter optimizer with sophisticated strategies

Implementations

impl AdvancedHyperparameterOptimizer

pub fn new() -> Self

pub fn with_strategy(self, strategy: OptimizationStrategy) -> Self

pub fn with_max_iterations(self, max_iterations: usize) -> Self

pub fn with_time_budget(self, time_budget: Duration) -> Self

pub fn with_parallel_workers(self, workers: usize) -> Self

pub fn with_early_stopping(self, config: EarlyStoppingConfig) -> Self

pub fn optimize_advanced( &self, method: &AutoMLMethod, X: ArrayView2<'_, f64>, y: ArrayView1<'_, f64>, characteristics: &DataCharacteristics, ) -> Result<OptimizedMethod>

Optimize hyperparameters for a given method using advanced strategies

Trait Implementations

impl Clone for AdvancedHyperparameterOptimizer

fn clone(&self) -> AdvancedHyperparameterOptimizer

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for AdvancedHyperparameterOptimizer

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

Formats the value using the given formatter.

impl Default for AdvancedHyperparameterOptimizer

fn default() -> Self

Returns the “default value” for a type.