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NonParametric

pmcore::estimation::problem

Struct NonParametric

pub struct NonParametric;

Trait Implementations§

impl<E: Equation + Send + 'static> Algorithm<E, NonParametric> for NcnpagConfig

type Output = NonParametricResult<E>

The specific result struct (e.g. NonParametricResult<E>).

fn fit( self, problem: EstimationProblem<E, NonParametric>, ) -> Result<Self::Output>

Consumes the configuration and the problem, runs the optimization to completion, and returns the strictly-typed result.

impl<E: Equation + Send + 'static> Algorithm<E, NonParametric> for NonParametricAlgorithm

type Output = NonParametricResult<E>

The specific result struct (e.g. NonParametricResult<E>).

fn fit( self, problem: EstimationProblem<E, NonParametric>, ) -> Result<Self::Output>

Consumes the configuration and the problem, runs the optimization to completion, and returns the strictly-typed result.

impl<E: Equation + Send + 'static> Algorithm<E, NonParametric> for NpagConfig

type Output = NonParametricResult<E>

The specific result struct (e.g. NonParametricResult<E>).

fn fit( self, problem: EstimationProblem<E, NonParametric>, ) -> Result<Self::Output>

Consumes the configuration and the problem, runs the optimization to completion, and returns the strictly-typed result.

impl<E: Equation + Send + 'static> Algorithm<E, NonParametric> for NpmapConfig

type Output = NonParametricResult<E>

The specific result struct (e.g. NonParametricResult<E>).

fn fit( self, problem: EstimationProblem<E, NonParametric>, ) -> Result<Self::Output>

Consumes the configuration and the problem, runs the optimization to completion, and returns the strictly-typed result.

impl<E: Equation + Send + 'static> Algorithm<E, NonParametric> for NpodConfig

type Output = NonParametricResult<E>

The specific result struct (e.g. NonParametricResult<E>).

fn fit( self, problem: EstimationProblem<E, NonParametric>, ) -> Result<Self::Output>

Consumes the configuration and the problem, runs the optimization to completion, and returns the strictly-typed result.

impl Clone for NonParametric

fn clone(&self) -> NonParametric

Returns a duplicate of the value. Read more

1.0.0 (const: unstable) · Source§

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

Performs copy-assignment from source. Read more

impl Debug for NonParametric

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

Formats the value using the given formatter. Read more

impl Framework for NonParametric

type ErrorModels = AssayErrorModels

type Prior = Theta

The prior that seeds the algorithm. Read more

impl Copy for NonParametric

Auto Trait Implementations§

impl Freeze for NonParametric

impl RefUnwindSafe for NonParametric

impl Send for NonParametric

impl Sync for NonParametric

impl Unpin for NonParametric

impl UnsafeUnpin for NonParametric

impl UnwindSafe for NonParametric

Blanket Implementations§

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

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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

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

Mutably borrows from an owned value. Read more

impl<T> ByRef<T> for T

fn by_ref(&self) -> &T

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

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

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

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

impl<T> From<T> for T

fn from(t: T) -> T

Returns the argument unchanged.

impl<T> Instrument for T

fn instrument(self, span: Span) -> Instrumented<Self>

Instruments this type with the provided [Span], returning an Instrumented wrapper. Read more

fn in_current_span(self) -> Instrumented<Self>

Instruments this type with the current Span, returning an Instrumented wrapper. Read more

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

fn into(self) -> U

Calls U::from(self).

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

impl<T> IntoEither for T

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

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

impl<T> Pointable for T

const ALIGN: usize

The alignment of pointer.

type Init = T

The type for initializers.

unsafe fn init(init: <T as Pointable>::Init) -> usize

Initializes a with the given initializer. Read more

unsafe fn deref<'a>(ptr: usize) -> &'a T

Dereferences the given pointer. Read more

unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

Mutably dereferences the given pointer. Read more

unsafe fn drop(ptr: usize)

Drops the object pointed to by the given pointer. Read more

impl<T> Same for T

type Output = T

Should always be Self

impl<SS, SP> SupersetOf<SS> for SP
where SS: SubsetOf<SP>,

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

The inverse inclusion map: attempts to construct self from the equivalent element of its superset. Read more

fn is_in_subset(&self) -> bool

Checks if self is actually part of its subset T (and can be converted to it).

fn to_subset_unchecked(&self) -> SS

Use with care! Same as self.to_subset but without any property checks. Always succeeds.

fn from_subset(element: &SS) -> SP

The inclusion map: converts self to the equivalent element of its superset.

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

type Owned = T

The resulting type after obtaining ownership.

fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more

fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more

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

type Error = Infallible

The type returned in the event of a conversion error.

fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.

impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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

The type returned in the event of a conversion error.

fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.

impl<V, T> VZip<V> for T
where V: MultiLane<T>,

fn vzip(self) -> V

impl<T> WithSubscriber for T

fn with_subscriber<S>(self, subscriber: S) -> WithDispatch<Self>
where S: Into<Dispatch>,

Attaches the provided Subscriber to this type, returning a [WithDispatch] wrapper. Read more

fn with_current_subscriber(self) -> WithDispatch<Self>

Attaches the current default Subscriber to this type, returning a [WithDispatch] wrapper. Read more

impl<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT
where ST: ?Sized, DT: ?Sized,

impl<ST, DT> CastableFrom<ST, Uninit, Uninit> for DT
where ST: ?Sized, DT: ?Sized,

impl<T, U> Imply<T> for U
where T: ?Sized, U: ?Sized,

impl<T> Read<Exclusive, BecauseExclusive> for T
where T: ?Sized,

impl<T> SendAlias for T

impl<T> SyncAlias for T