pub struct WarmStartBo { /* private fields */ }Expand description
Bayesian optimizer with warm-starting from prior runs.
Implementations§
Source§impl WarmStartBo
impl WarmStartBo
Sourcepub fn new(
bounds: Vec<(f64, f64)>,
config: WarmStartConfig,
) -> OptimizeResult<Self>
pub fn new( bounds: Vec<(f64, f64)>, config: WarmStartConfig, ) -> OptimizeResult<Self>
Create a new warm-start BO instance.
Sourcepub fn ask(&mut self) -> OptimizeResult<Vec<f64>>
pub fn ask(&mut self) -> OptimizeResult<Vec<f64>>
Suggest the next point to evaluate.
Sourcepub fn tell(&mut self, x: Vec<f64>, y: f64) -> OptimizeResult<()>
pub fn tell(&mut self, x: Vec<f64>, y: f64) -> OptimizeResult<()>
Record an observation of the objective at point x with value y.
Sourcepub fn optimize<F>(
&mut self,
objective: F,
n_calls: usize,
) -> OptimizeResult<WarmStartResult>
pub fn optimize<F>( &mut self, objective: F, n_calls: usize, ) -> OptimizeResult<WarmStartResult>
Run the full optimization loop.
Sourcepub fn best_value(&self) -> f64
pub fn best_value(&self) -> f64
Access the current best known value.
Sourcepub fn observations(&self) -> &[WarmStartObs]
pub fn observations(&self) -> &[WarmStartObs]
Access all target-task observations.
Auto Trait Implementations§
impl Freeze for WarmStartBo
impl !RefUnwindSafe for WarmStartBo
impl Send for WarmStartBo
impl Sync for WarmStartBo
impl Unpin for WarmStartBo
impl UnsafeUnpin for WarmStartBo
impl !UnwindSafe for WarmStartBo
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