pub enum SearchAlgorithm {
RandomSearch,
GridSearch,
BayesianOptimization,
GeneticAlgorithm,
ParticleSwarm,
SimulatedAnnealing,
TPE,
}Expand description
Search algorithms for hyperparameter optimization
Variants§
RandomSearch
Random search with differential privacy
GridSearch
Grid search with differential privacy
BayesianOptimization
Bayesian optimization with differential privacy
GeneticAlgorithm
Genetic algorithm with differential privacy
ParticleSwarm
Particle swarm optimization with differential privacy
SimulatedAnnealing
Simulated annealing with differential privacy
TPE
Tree-structured Parzen estimator with differential privacy
Trait Implementations§
Source§impl Clone for SearchAlgorithm
impl Clone for SearchAlgorithm
Source§fn clone(&self) -> SearchAlgorithm
fn clone(&self) -> SearchAlgorithm
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 SearchAlgorithm
impl Debug for SearchAlgorithm
impl Copy for SearchAlgorithm
Auto Trait Implementations§
impl Freeze for SearchAlgorithm
impl RefUnwindSafe for SearchAlgorithm
impl Send for SearchAlgorithm
impl Sync for SearchAlgorithm
impl Unpin for SearchAlgorithm
impl UnwindSafe for SearchAlgorithm
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.