sklears_kernel_approximation::parameter_learning

Enum SearchStrategy

pub enum SearchStrategy {
    GridSearch {
        n_points: usize,
    },
    RandomSearch {
        n_samples: usize,
    },
    BayesianOptimization {
        n_initial: usize,
        n_iterations: usize,
        exploration_factor: f64,
    },
    CoordinateDescent {
        max_iterations: usize,
        tolerance: f64,
    },
}

Expand description

Parameter search strategies SearchStrategy

Variants§

§

GridSearch

Grid search over parameter space

Fields

§n_points: usize

Number of points per parameter

§

RandomSearch

Random search

Fields

§n_samples: usize

Number of random samples

§

BayesianOptimization

Bayesian optimization (simplified)

Fields

§n_initial: usize

Number of initial random samples

§n_iterations: usize

Number of optimization iterations

§exploration_factor: f64

Acquisition function parameter

§

CoordinateDescent

Coordinate descent

Fields

§max_iterations: usize

Maximum iterations

§tolerance: f64

Convergence tolerance

Trait Implementations§

Source §

impl Clone for SearchStrategy

Source §

fn clone(&self) -> SearchStrategy

Returns a duplicate of the value. Read more

1.0.0 · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more

Source §

impl Debug for SearchStrategy

Source §

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more

Auto Trait Implementations§

§

impl UnwindSafe for SearchStrategy

Blanket Implementations§

Source §

impl<T> Any for T
where T: 'static + ?Sized,

Source §

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

Source §

impl<T> Borrow<T> for T
where T: ?Sized,

Source §

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

Source §

impl<T> BorrowMut<T> for T
where T: ?Sized,

Source §

fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more

Source §

impl<T> CloneToUninit for T
where T: Clone,

Source §

unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)

Performs copy-assignment from self to dest. Read more

Source §

impl<T> From<T> for T

Source §

fn from(t: T) -> T

Returns the argument unchanged.

Source §

impl<T, U> Into for T
where U: From<T>,

Source §

fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

Source §

impl<T> IntoEither for T

Source §

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 more

Source §

fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

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 more

Source §