pub struct TransferLearningEngine { /* private fields */ }Expand description
Transfer learning engine for cross-problem knowledge transfer
Implementations§
Source§impl TransferLearningEngine
impl TransferLearningEngine
Sourcepub fn add_source_knowledge(&mut self, records: Vec<OptimizationRecord>)
pub fn add_source_knowledge(&mut self, records: Vec<OptimizationRecord>)
Add source domain knowledge
Sourcepub fn compute_similarity(
&self,
features1: &ProblemFeatures,
features2: &ProblemFeatures,
) -> f64
pub fn compute_similarity( &self, features1: &ProblemFeatures, features2: &ProblemFeatures, ) -> f64
Compute similarity between two problems
Sourcepub fn transfer_knowledge(
&self,
target_features: &ProblemFeatures,
) -> Vec<(OptimizationStrategy, f64)>
pub fn transfer_knowledge( &self, target_features: &ProblemFeatures, ) -> Vec<(OptimizationStrategy, f64)>
Transfer knowledge to target problem
Trait Implementations§
Source§impl Clone for TransferLearningEngine
impl Clone for TransferLearningEngine
Source§fn clone(&self) -> TransferLearningEngine
fn clone(&self) -> TransferLearningEngine
Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§fn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
Performs copy-assignment from
source. Read moreSource§impl Debug for TransferLearningEngine
impl Debug for TransferLearningEngine
Auto Trait Implementations§
impl Freeze for TransferLearningEngine
impl RefUnwindSafe for TransferLearningEngine
impl Send for TransferLearningEngine
impl Sync for TransferLearningEngine
impl Unpin for TransferLearningEngine
impl UnsafeUnpin for TransferLearningEngine
impl UnwindSafe for TransferLearningEngine
Blanket Implementations§
Source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
Source§fn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
impl<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT
impl<ST, DT> CastableFrom<ST, Uninit, Uninit> for DT
Source§impl<T> CloneToUninit for Twhere
T: Clone,
impl<T> CloneToUninit for Twhere
T: Clone,
Source§impl<T> IntoEither for T
impl<T> IntoEither for T
Source§fn into_either(self, into_left: bool) -> Either<Self, Self> ⓘ
fn into_either(self, into_left: bool) -> Either<Self, Self> ⓘ
Converts
self into a Left variant of Either<Self, Self>
if into_left is true.
Converts self into a Right variant of Either<Self, Self>
otherwise. Read moreSource§fn into_either_with<F>(self, into_left: F) -> Either<Self, Self> ⓘ
fn into_either_with<F>(self, into_left: F) -> Either<Self, Self> ⓘ
Converts
self into a Left variant of Either<Self, Self>
if into_left(&self) returns true.
Converts self into a Right variant of Either<Self, Self>
otherwise. Read moreSource§impl<T> Pointable for T
impl<T> Pointable for T
impl<T> Read<Exclusive, BecauseExclusive> for Twhere
T: ?Sized,
Source§impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
Source§fn to_subset(&self) -> Option<SS>
fn to_subset(&self) -> Option<SS>
The inverse inclusion map: attempts to construct
self from the equivalent element of its
superset. Read moreSource§fn is_in_subset(&self) -> bool
fn is_in_subset(&self) -> bool
Checks if
self is actually part of its subset T (and can be converted to it).Source§fn to_subset_unchecked(&self) -> SS
fn to_subset_unchecked(&self) -> SS
Use with care! Same as
self.to_subset but without any property checks. Always succeeds.Source§fn from_subset(element: &SS) -> SP
fn from_subset(element: &SS) -> SP
The inclusion map: converts
self to the equivalent element of its superset.