Struct SmoothingSpline

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pub struct SmoothingSpline { /* private fields */ }

Expand description

Natural cubic smoothing splines

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impl SmoothingSpline

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pub fn new() -> Self

Create new smoothing spline

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

Set smoothing parameter directly

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

Set effective degrees of freedom

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pub fn knots(self, knots: Vec<f64>) -> Self

Set knot locations

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pub fn n_knots(self, n_knots: usize) -> Self

Set number of knots (for automatic placement)

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pub fn fit( &self, x: &Array1<f64>, y: &Array1<f64>, ) -> Result<SmoothingSplineResults>

Fit smoothing spline

Trait Implementations§

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impl Default for SmoothingSpline

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fn default() -> Self

Returns the “default value” for a type. Read more

Auto Trait Implementations§

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impl UnwindSafe for SmoothingSpline

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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> ByRef<T> for T

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fn by_ref(&self) -> &T

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

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fn rand<T>(&self, rng: &mut (impl Rng + ?Sized)) -> T
where Self: Distribution<T>,

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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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