pub struct BayesianOptimizer { /* private fields */ }Expand description
Bayesian optimizer using Gaussian Processes
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Source§impl BayesianOptimizer
impl BayesianOptimizer
Sourcepub fn new(
parameter_names: Vec<String>,
acquisition_function: AcquisitionFunction,
random_seed: Option<u64>,
) -> Self
pub fn new( parameter_names: Vec<String>, acquisition_function: AcquisitionFunction, random_seed: Option<u64>, ) -> Self
Create a new Bayesian optimizer
Sourcepub fn update_observations(&mut self, combinations: &[HashMap<String, f64>])
pub fn update_observations(&mut self, combinations: &[HashMap<String, f64>])
Update observations with new parameter combinations
Sourcepub fn optimize_acquisition_function(
&self,
search_space: &SearchSpace,
) -> Result<HashMap<String, f64>>
pub fn optimize_acquisition_function( &self, search_space: &SearchSpace, ) -> Result<HashMap<String, f64>>
Optimize acquisition function to find next evaluation point
Auto Trait Implementations§
impl Freeze for BayesianOptimizer
impl RefUnwindSafe for BayesianOptimizer
impl Send for BayesianOptimizer
impl Sync for BayesianOptimizer
impl Unpin for BayesianOptimizer
impl UnsafeUnpin for BayesianOptimizer
impl UnwindSafe for BayesianOptimizer
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