sklears_kernel_approximation::robust_kernels

Struct RobustNystroem

pub struct RobustNystroem { /* private fields */ }

Expand description

Robust Nyström method

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impl RobustNystroem

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pub fn new(n_components: usize) -> Self

Create a new robust Nyström method

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pub fn gamma(self, gamma: f64) -> Self

Set gamma parameter

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pub fn with_config(self, config: RobustKernelConfig) -> Self

Set robust configuration

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pub fn fit(&mut self, x: &Array2<f64>) -> Result<()>

Fit the robust Nyström method

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pub fn transform(&self, x: &Array2<f64>) -> Result<Array2<f64>>

Transform data using robust Nyström features

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pub fn get_outlier_mask(&self) -> Option<&Array1<bool>>

Get outlier mask

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pub fn get_robust_weights(&self) -> Option<&Array1<f64>>

Get robust weights

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impl UnwindSafe for RobustNystroem

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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> 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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