pub struct GaussianProcess { /* private fields */ }Expand description
Gaussian process surrogate model
Implementations§
Source§impl GaussianProcess
impl GaussianProcess
Sourcepub fn update_training_data(
&mut self,
inputs: Array2<f64>,
outputs: Array1<f64>,
) -> OptimizeResult<()>
pub fn update_training_data( &mut self, inputs: Array2<f64>, outputs: Array1<f64>, ) -> OptimizeResult<()>
Update training data
Sourcepub fn optimize_hyperparameters(&mut self) -> OptimizeResult<()>
pub fn optimize_hyperparameters(&mut self) -> OptimizeResult<()>
Optimize hyperparameters
Trait Implementations§
Source§impl Clone for GaussianProcess
impl Clone for GaussianProcess
Source§fn clone(&self) -> GaussianProcess
fn clone(&self) -> GaussianProcess
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 GaussianProcess
impl Debug for GaussianProcess
Auto Trait Implementations§
impl Freeze for GaussianProcess
impl RefUnwindSafe for GaussianProcess
impl Send for GaussianProcess
impl Sync for GaussianProcess
impl Unpin for GaussianProcess
impl UnwindSafe for GaussianProcess
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.