pub struct QuantumMAML { /* private fields */ }Expand description
Quantum MAML (Model-Agnostic Meta-Learning)
Implementations§
Source§impl QuantumMAML
impl QuantumMAML
Sourcepub fn new(config: QuantumMetaLearningConfig) -> Self
pub fn new(config: QuantumMetaLearningConfig) -> Self
Create new Quantum MAML
Sourcepub fn meta_train_step(&mut self, tasks: &[QuantumTask]) -> QuantRS2Result<f64>
pub fn meta_train_step(&mut self, tasks: &[QuantumTask]) -> QuantRS2Result<f64>
Meta-training step
Sourcepub fn adapt(&self, task: &QuantumTask) -> QuantRS2Result<QuantumMetaCircuit>
pub fn adapt(&self, task: &QuantumTask) -> QuantRS2Result<QuantumMetaCircuit>
Adapt to new task
Sourcepub fn evaluate(&self, task: &QuantumTask) -> QuantRS2Result<f64>
pub fn evaluate(&self, task: &QuantumTask) -> QuantRS2Result<f64>
Evaluate on new task
Sourcepub const fn meta_model(&self) -> &QuantumMetaCircuit
pub const fn meta_model(&self) -> &QuantumMetaCircuit
Get meta-model
Trait Implementations§
Source§impl Clone for QuantumMAML
impl Clone for QuantumMAML
Source§fn clone(&self) -> QuantumMAML
fn clone(&self) -> QuantumMAML
Returns a duplicate of the value. Read more
1.0.0 · Source§fn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
Performs copy-assignment from
source. Read moreAuto Trait Implementations§
impl Freeze for QuantumMAML
impl RefUnwindSafe for QuantumMAML
impl Send for QuantumMAML
impl Sync for QuantumMAML
impl Unpin for QuantumMAML
impl UnwindSafe for QuantumMAML
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
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
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.