pub struct OptimizationConfig {
pub strategy: OptimizationStrategy,
pub max_iterations: usize,
pub early_stopping: Option<EarlyStoppingConfig>,
pub cv_config: Option<CrossValidationConfig>,
pub parallel: bool,
pub random_seed: Option<u64>,
}Expand description
Optimization configuration for hyperparameter tuning
Configures the optimization strategy and stopping criteria.
Fields§
§strategy: OptimizationStrategyOptimization strategy to use
max_iterations: usizeMaximum number of optimization trials
early_stopping: Option<EarlyStoppingConfig>Early stopping configuration
cv_config: Option<CrossValidationConfig>Cross-validation configuration
parallel: boolParallelization settings
random_seed: Option<u64>Random seed for reproducibility
Trait Implementations§
Source§impl Clone for OptimizationConfig
impl Clone for OptimizationConfig
Source§fn clone(&self) -> OptimizationConfig
fn clone(&self) -> OptimizationConfig
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 OptimizationConfig
impl Debug for OptimizationConfig
Source§impl Default for OptimizationConfig
impl Default for OptimizationConfig
Source§fn default() -> OptimizationConfig
fn default() -> OptimizationConfig
Returns the “default value” for a type. Read more
Source§impl<'de> Deserialize<'de> for OptimizationConfig
impl<'de> Deserialize<'de> for OptimizationConfig
Source§fn deserialize<__D>(
__deserializer: __D,
) -> Result<OptimizationConfig, <__D as Deserializer<'de>>::Error>where
__D: Deserializer<'de>,
fn deserialize<__D>(
__deserializer: __D,
) -> Result<OptimizationConfig, <__D as Deserializer<'de>>::Error>where
__D: Deserializer<'de>,
Deserialize this value from the given Serde deserializer. Read more
Source§impl Serialize for OptimizationConfig
impl Serialize for OptimizationConfig
Source§fn serialize<__S>(
&self,
__serializer: __S,
) -> Result<<__S as Serializer>::Ok, <__S as Serializer>::Error>where
__S: Serializer,
fn serialize<__S>(
&self,
__serializer: __S,
) -> Result<<__S as Serializer>::Ok, <__S as Serializer>::Error>where
__S: Serializer,
Serialize this value into the given Serde serializer. Read more
Auto Trait Implementations§
impl Freeze for OptimizationConfig
impl RefUnwindSafe for OptimizationConfig
impl Send for OptimizationConfig
impl Sync for OptimizationConfig
impl Unpin for OptimizationConfig
impl UnsafeUnpin for OptimizationConfig
impl UnwindSafe for OptimizationConfig
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.