Struct Transfer Learning Manager &nbsp; Copy item path

impl<T: Float + Debug + Send + Sync + 'static + Default + Clone + Sum + ScalarOperand> TransferLearningManager<T>

pub fn new(settings: &TransferLearningSettings) -> Result<Self>

pub fn domain_adaptation_enabled(&self) -> bool

Whether the configured settings request domain adaptation.

pub fn transfer( &mut self, source_tasks: &[MetaTask<T>], target_tasks: &[MetaTask<T>], meta_parameters: &HashMap<String, Array1<T>>, ) -> Result<TransferLearningResult<T>>

Transfer from a set of source tasks to a set of target tasks.

Both task groups are summarised as domains (mean support features and the fitted linear parameters), registered with the real crate::cross_domain_transfer::CrossDomainTransfer engine, and the transferred parameters are evaluated on the target tasks. Every number reported here is measured, not assumed.

pub fn success_rate(&self) -> T

Fraction of transfers that improved the target-task loss.

Returns zero before any transfer has been attempted.

Auto Trait Implementations§

impl<T> Freeze for TransferLearningManager<T>
where PhantomData<T>: Freeze,

impl<T> RefUnwindSafe for TransferLearningManager<T>
where PhantomData<T>: RefUnwindSafe,

impl<T> UnsafeUnpin for TransferLearningManager<T>
where PhantomData<T>: UnsafeUnpin,

impl<T> UnwindSafe for TransferLearningManager<T>
where PhantomData<T>: UnwindSafe,

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where T: 'static + ?Sized,

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