pub struct KrigingOptions {
pub correlation: CorrelationFunction,
pub nugget: Option<f64>,
pub optimize_hyperparams: bool,
pub n_restarts: usize,
pub seed: Option<u64>,
pub initial_theta: Option<Vec<f64>>,
pub theta_lower: f64,
pub theta_upper: f64,
}Expand description
Options for Kriging surrogate
Fields§
§correlation: CorrelationFunctionCorrelation function to use
nugget: Option<f64>Nugget parameter (regularization / noise variance) If None, will be estimated from data
optimize_hyperparams: boolWhether to estimate hyperparameters via MLE
n_restarts: usizeNumber of random restarts for hyperparameter optimization
seed: Option<u64>Random seed for reproducibility
initial_theta: Option<Vec<f64>>Initial length-scale parameters (theta). If None, uses heuristic.
theta_lower: f64Lower bound for theta
theta_upper: f64Upper bound for theta
Trait Implementations§
Source§impl Clone for KrigingOptions
impl Clone for KrigingOptions
Source§fn clone(&self) -> KrigingOptions
fn clone(&self) -> KrigingOptions
Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · 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 KrigingOptions
impl Debug for KrigingOptions
Auto Trait Implementations§
impl Freeze for KrigingOptions
impl RefUnwindSafe for KrigingOptions
impl Send for KrigingOptions
impl Sync for KrigingOptions
impl Unpin for KrigingOptions
impl UnsafeUnpin for KrigingOptions
impl UnwindSafe for KrigingOptions
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> Instrument for T
impl<T> Instrument for T
Source§fn instrument(self, span: Span) -> Instrumented<Self>
fn instrument(self, span: Span) -> Instrumented<Self>
Source§fn in_current_span(self) -> Instrumented<Self>
fn in_current_span(self) -> Instrumented<Self>
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.