pub enum LearningRateAdaptation {
Fixed,
Adagrad,
RMSprop,
PerformanceBased,
DriftAware,
AdaptiveMomentum,
GradientVariance,
PredictiveLR,
}Expand description
Learning rate adaptation strategies for streaming
Variants§
Fixed
Fixed learning rate
Adagrad
AdaGrad-style adaptation
RMSprop
RMSprop-style adaptation
PerformanceBased
Performance-based adaptation
DriftAware
Concept drift aware adaptation
AdaptiveMomentum
Adaptive momentum-based
GradientVariance
Gradient variance-based
PredictiveLR
Predictive adaptation
Trait Implementations§
Source§impl Clone for LearningRateAdaptation
impl Clone for LearningRateAdaptation
Source§fn clone(&self) -> LearningRateAdaptation
fn clone(&self) -> LearningRateAdaptation
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 LearningRateAdaptation
impl Debug for LearningRateAdaptation
impl Copy for LearningRateAdaptation
Auto Trait Implementations§
impl Freeze for LearningRateAdaptation
impl RefUnwindSafe for LearningRateAdaptation
impl Send for LearningRateAdaptation
impl Sync for LearningRateAdaptation
impl Unpin for LearningRateAdaptation
impl UnwindSafe for LearningRateAdaptation
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.