sklears_gaussian_process::noise_function_learning

Struct AdaptiveRegularization

pub struct AdaptiveRegularization { /* private fields */ }

Expand description

Adaptive regularization for noise function parameters

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impl AdaptiveRegularization

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pub fn new(base_strength: f64) -> Self

Create a new adaptive regularization scheme

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pub fn adaptation_rate(self, rate: f64) -> Self

Set the adaptation rate

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pub fn complexity_penalty(self, penalty: f64) -> Self

Set the complexity penalty factor

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pub fn compute_regularization_strength( &self, x: &Array2<f64>, y: &Array1<f64>, n_parameters: usize, ) -> f64

Compute adaptive regularization strength based on data characteristics

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impl Clone for AdaptiveRegularization

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fn clone(&self) -> AdaptiveRegularization

Returns a duplicate of the value. Read more

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

Performs copy-assignment from source. Read more

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impl Debug for AdaptiveRegularization

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

Formats the value using the given formatter. Read more

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impl UnwindSafe for AdaptiveRegularization

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

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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

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

Mutably borrows from an owned value. Read more

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

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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

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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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

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fn into(self) -> U

Calls U::from(self).

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

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impl<T> IntoEither for T

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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

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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

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