pub struct TransferBo { /* private fields */ }Expand description
Transfer Bayesian Optimizer.
Uses source-task GP surrogates to accelerate optimization on the target task.
Implementations§
Source§impl TransferBo
impl TransferBo
Sourcepub fn new(
source_tasks: Vec<TaskObservations>,
target_bounds: Vec<(f64, f64)>,
config: TransferBoConfig,
) -> OptimizeResult<Self>
pub fn new( source_tasks: Vec<TaskObservations>, target_bounds: Vec<(f64, f64)>, config: TransferBoConfig, ) -> OptimizeResult<Self>
Create a new transfer BO instance.
Sourcepub fn optimize<F>(
&mut self,
objective: F,
n_iterations: usize,
) -> OptimizeResult<TransferBoResult>
pub fn optimize<F>( &mut self, objective: F, n_iterations: usize, ) -> OptimizeResult<TransferBoResult>
Optimize the target objective using transfer from source tasks.
n_iterations is the total number of target evaluations (excluding
any pseudo-observations from source tasks).
Auto Trait Implementations§
impl Freeze for TransferBo
impl RefUnwindSafe for TransferBo
impl Send for TransferBo
impl Sync for TransferBo
impl Unpin for TransferBo
impl UnsafeUnpin for TransferBo
impl UnwindSafe for TransferBo
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impl<T> BorrowMut<T> for Twhere
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Mutably borrows from an owned value. Read more
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fn into_either(self, into_left: bool) -> Either<Self, Self>
Converts
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Converts
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Source§impl<SS, SP> SupersetOf<SS> for SPwhere
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The inverse inclusion map: attempts to construct
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fn from_subset(element: &SS) -> SP
The inclusion map: converts
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