Trait Algorithm 

pub trait Algorithm<E: Equation, F: Framework> {
    type Output: FitResult;

    // Required method
    fn fit(self, problem: EstimationProblem<E, F>) -> Result<Self::Output>;
}

Defines an algorithm that can fit an EstimationProblem to produce a result.

Implementors are the lightweight, user-facing configuration structs (e.g. NpagConfig). The heavy, mutable execution state used while fitting is an internal implementation detail.

Required Associated Types

type Output: FitResult

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

Required Methods

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

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

Implementors

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

type Output = NonParametricResult<E>

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

type Output = NonParametricResult<E>

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

type Output = NonParametricResult<E>

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

type Output = NonParametricResult<E>

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

type Output = NonParametricResult<E>

impl<E: Equation + Send + 'static> Algorithm<E, Parametric> for ParametricAlgorithm

type Output = ParametricResult<E>

impl<E: Equation + Send + 'static> Algorithm<E, Parametric> for SaemConfig

type Output = ParametricResult<E>