Enum TransferStrategy 

pub enum TransferStrategy {
    ParameterTransfer,
    FeatureTransfer,
    InstanceTransfer,
    RelationalTransfer,
    MetaTransfer,
}

Transfer learning strategies.

Variants

ParameterTransfer

Direct parameter transfer: copy the source model’s parameters.

FeatureTransfer

Feature transfer: reuse the source feature representation.

InstanceTransfer

Instance transfer: replay source-domain experiences into the target.

RelationalTransfer

Relational transfer: carry over relations between entities.

MetaTransfer

Meta-transfer learning: transfer the learning procedure itself.

Implementations

impl TransferStrategy

pub fn is_supported(self) -> bool

Whether this crate can carry out the strategy.

Only TransferStrategy::InstanceTransfer is supported: the meta-learner stores experiences, not model weights, feature extractors or relational structure, so the other four have nothing here to transfer. Reporting that plainly is better than accepting the setting and quietly doing instance transfer (or nothing) instead.

Trait Implementations

impl Clone for TransferStrategy

fn clone(&self) -> TransferStrategy

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Copy for TransferStrategy

impl Debug for TransferStrategy

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

Formats the value using the given formatter.

impl Eq for TransferStrategy

impl PartialEq for TransferStrategy

fn eq(&self, other: &TransferStrategy) -> bool

Equality operator ==.

fn ne(&self, other: &Rhs) -> bool

Inequality operator !=.

impl StructuralPartialEq for TransferStrategy