pub struct MultiTaskBo { /* private fields */ }Expand description
Multi-task Bayesian optimizer.
Maintains one GP surrogate per task and combines acquisition values using task-similarity weights, boosting sample efficiency on the target task.
Implementations§
Source§impl MultiTaskBo
impl MultiTaskBo
Sourcepub fn new(tasks: Vec<Task>, config: MultiTaskBoConfig) -> OptimizeResult<Self>
pub fn new(tasks: Vec<Task>, config: MultiTaskBoConfig) -> OptimizeResult<Self>
Create a new multi-task BO instance.
Sourcepub fn ask(&mut self) -> OptimizeResult<Vec<f64>>
pub fn ask(&mut self) -> OptimizeResult<Vec<f64>>
Suggest the next point to evaluate on the target task.
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 on the target task.
Sourcepub fn optimize<F>(&mut self, objective: F) -> OptimizeResult<WarmStartResult>
pub fn optimize<F>(&mut self, objective: F) -> OptimizeResult<WarmStartResult>
Run the full optimization loop on the target task.
Auto Trait Implementations§
impl Freeze for MultiTaskBo
impl !RefUnwindSafe for MultiTaskBo
impl Send for MultiTaskBo
impl Sync for MultiTaskBo
impl Unpin for MultiTaskBo
impl UnsafeUnpin for MultiTaskBo
impl !UnwindSafe for MultiTaskBo
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