Struct PPSpline

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pub struct PPSpline<T> { /* private fields */ }
Expand description

A piecewise polynomial spline of given order and knot sequence.

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impl<T> PPSpline<T>

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pub fn k(&self) -> &usize

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pub fn t(&self) -> &Vec<f64>

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pub fn n(&self) -> &usize

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pub fn c(&self) -> &Option<Array1<T>>

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impl<T> PPSpline<T>
where T: PartialOrd + Signed + Clone + Sum + Zero, for<'a> &'a T: Sub<&'a T, Output = T>, for<'a> &'a f64: Mul<&'a T, Output = T>,

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pub fn new(k: usize, t: Vec<f64>, c: Option<Vec<T>>) -> Self

Create a PPSpline from its order k, knot sequence t and optional spline coefficents c.

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pub fn ppdnev_single(&self, x: &f64, m: usize) -> Result<T, PyErr>

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pub fn csolve( &mut self, tau: &[f64], y: &[T], left_n: usize, right_n: usize, allow_lsq: bool, ) -> Result<(), PyErr>

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pub fn bspldnev(&self, x: &[f64], i: &usize, m: &usize) -> Vec<f64>

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pub fn bsplmatrix( &self, tau: &[f64], left_n: usize, right_n: usize, ) -> Array2<f64>

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impl PPSpline<f64>

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pub fn ppdnev_single_dual(&self, x: &Dual, m: usize) -> Result<Dual, PyErr>

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pub fn ppdnev_single_dual2(&self, x: &Dual2, m: usize) -> Result<Dual2, PyErr>

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impl PPSpline<Dual>

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pub fn ppdnev_single_dual2(&self, _x: &Dual2, _m: usize) -> Result<Dual2, PyErr>

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pub fn ppdnev_single_dual(&self, x: &Dual, m: usize) -> Result<Dual, PyErr>

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impl PPSpline<Dual2>

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pub fn ppdnev_single_dual(&self, _x: &Dual, _m: usize) -> Result<Dual, PyErr>

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pub fn ppdnev_single_dual2(&self, x: &Dual2, m: usize) -> Result<Dual2, PyErr>

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impl<T: Clone> Clone for PPSpline<T>

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fn clone(&self) -> PPSpline<T>

Returns a copy 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<T: Debug> Debug for PPSpline<T>

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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<'de, T> Deserialize<'de> for PPSpline<T>
where T: Deserialize<'de>,

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fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
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impl NumberMapping for PPSpline<Dual>

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fn mapped_value(&self, x: &Number) -> Result<Number, PyErr>

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impl NumberMapping for PPSpline<Dual2>

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fn mapped_value(&self, x: &Number) -> Result<Number, PyErr>

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impl NumberMapping for PPSpline<f64>

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fn mapped_value(&self, x: &Number) -> Result<Number, PyErr>

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impl<T> PartialEq for PPSpline<T>
where T: PartialEq,

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fn eq(&self, other: &Self) -> bool

Equality of PPSpline if

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fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.
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impl<T> Serialize for PPSpline<T>
where T: Serialize,

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fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>
where __S: Serializer,

Serialize this value into the given Serde serializer. Read more

Auto Trait Implementations§

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impl<T> Freeze for PPSpline<T>

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impl<T> RefUnwindSafe for PPSpline<T>
where T: RefUnwindSafe,

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impl<T> Send for PPSpline<T>
where T: Send,

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impl<T> Sync for PPSpline<T>
where T: Sync,

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impl<T> Unpin for PPSpline<T>

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impl<T> UnwindSafe for PPSpline<T>
where T: RefUnwindSafe,

Blanket Implementations§

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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<U> 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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impl<T> Same for T

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type Output = T

Should always be Self
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impl<SS, SP> SupersetOf<SS> for SP
where SS: SubsetOf<SP>,

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fn to_subset(&self) -> Option<SS>

The inverse inclusion map: attempts to construct self from the equivalent element of its superset. Read more
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fn is_in_subset(&self) -> bool

Checks if self is actually part of its subset T (and can be converted to it).
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fn to_subset_unchecked(&self) -> SS

Use with care! Same as self.to_subset but without any property checks. Always succeeds.
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fn from_subset(element: &SS) -> SP

The inclusion map: converts self to the equivalent element of its superset.
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impl<T> ToOwned for T
where T: Clone,

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type Owned = T

The resulting type after obtaining ownership.
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fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more
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fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more
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impl<T, U> TryFrom<U> for T
where U: Into<T>,

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type Error = Infallible

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.
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impl<V, T> VZip<V> for T
where V: MultiLane<T>,

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fn vzip(self) -> V

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impl<T> DeserializeOwned for T
where T: for<'de> Deserialize<'de>,

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impl<T> Scalar for T
where T: 'static + Clone + PartialEq + Debug,

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impl<T> Ungil for T
where T: Send,