Struct MultiFidelityOptimizer 

pub struct MultiFidelityOptimizer { /* private fields */ }

Multi-fidelity Bayesian optimizer

Implementations

impl MultiFidelityOptimizer

pub fn new(config: MultiFidelityConfig) -> Self

Create a new multi-fidelity optimizer

pub fn optimize<F>( &mut self, evaluation_fn: F, parameter_bounds: &[(Float, Float)], ) -> Result<MultiFidelityResult, Box<dyn Error>>

where F: Fn(&HashMap<String, Float>, &FidelityLevel) -> Result<FidelityEvaluation, Box<dyn Error>>,

Optimize hyperparameters using multi-fidelity approach

Trait Implementations

impl Debug for MultiFidelityOptimizer

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

Formats the value using the given formatter.