pub struct GpSurrogateConfig {
pub noise_variance: f64,
pub optimize_hyperparams: bool,
pub n_restarts: usize,
pub max_opt_iters: usize,
}Expand description
Configuration for the GP surrogate.
Fields§
§noise_variance: f64Noise variance added to the diagonal for numerical stability.
optimize_hyperparams: boolWhether to optimise kernel hyperparameters via marginal likelihood.
n_restarts: usizeNumber of random restarts for hyperparameter optimization.
max_opt_iters: usizeMaximum number of L-BFGS iterations per restart.
Trait Implementations§
Source§impl Clone for GpSurrogateConfig
impl Clone for GpSurrogateConfig
Source§fn clone(&self) -> GpSurrogateConfig
fn clone(&self) -> GpSurrogateConfig
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 moreAuto Trait Implementations§
impl Freeze for GpSurrogateConfig
impl RefUnwindSafe for GpSurrogateConfig
impl Send for GpSurrogateConfig
impl Sync for GpSurrogateConfig
impl Unpin for GpSurrogateConfig
impl UnsafeUnpin for GpSurrogateConfig
impl UnwindSafe for GpSurrogateConfig
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.