quantrs2_anneal::bayesian_hyperopt::config

Struct BayesianHyperoptimizer

pub struct BayesianHyperoptimizer {
    pub config: BayesianOptConfig,
    pub parameter_space: ParameterSpace,
    pub history: OptimizationHistory,
    pub gp_model: Option<GaussianProcessSurrogate>,
    pub current_best_value: f64,
    pub metrics: BayesianOptMetrics,
}

Expand description

Main Bayesian hyperoptimizer

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§config: BayesianOptConfig§parameter_space: ParameterSpace§history: OptimizationHistory§gp_model: Option<GaussianProcessSurrogate>§current_best_value: f64§metrics: BayesianOptMetrics

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impl BayesianHyperoptimizer

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pub fn new(config: BayesianOptConfig, parameter_space: ParameterSpace) -> Self

Create new Bayesian hyperoptimizer with configuration

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pub fn optimize<F>( &mut self, objective_function: F, ) -> BayesianOptResult<Vec<f64>>
where F: Fn(&[f64]) -> f64,

Run Bayesian optimization

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pub const fn get_metrics(&self) -> &BayesianOptMetrics

Get optimization metrics

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pub const fn get_history(&self) -> &OptimizationHistory

Get optimization history

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impl Debug for BayesianHyperoptimizer

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

Formats the value using the given formatter. Read more

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impl Default for BayesianHyperoptimizer

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fn default() -> Self

Returns the “default value” for a type. Read more

Auto Trait Implementations§

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impl UnwindSafe for BayesianHyperoptimizer

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impl<T> Any for T
where T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more

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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T, U> Into for T
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T> IntoEither for T

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fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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