pub enum MetaLearningAlgorithm {
MAML {
inner_steps: usize,
inner_lr: f64,
first_order: bool,
},
Reptile {
inner_steps: usize,
inner_lr: f64,
},
ProtoMAML {
inner_steps: usize,
inner_lr: f64,
proto_weight: f64,
},
MetaSGD {
inner_steps: usize,
},
ANIL {
inner_steps: usize,
inner_lr: f64,
},
}Expand description
Meta-learning algorithm types
Variants§
MAML
Model-Agnostic Meta-Learning
Reptile
Reptile algorithm
ProtoMAML
Prototypical MAML
MetaSGD
Meta-SGD with learnable inner learning rates
ANIL
Almost No Inner Loop (ANIL)
Trait Implementations§
Source§impl Clone for MetaLearningAlgorithm
impl Clone for MetaLearningAlgorithm
Source§fn clone(&self) -> MetaLearningAlgorithm
fn clone(&self) -> MetaLearningAlgorithm
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 moreSource§impl Debug for MetaLearningAlgorithm
impl Debug for MetaLearningAlgorithm
impl Copy for MetaLearningAlgorithm
Auto Trait Implementations§
impl Freeze for MetaLearningAlgorithm
impl RefUnwindSafe for MetaLearningAlgorithm
impl Send for MetaLearningAlgorithm
impl Sync for MetaLearningAlgorithm
impl Unpin for MetaLearningAlgorithm
impl UnwindSafe for MetaLearningAlgorithm
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.