Struct NPAG 

pub struct NPAG<E: Equation + Send + 'static> { /* private fields */ }

Trait Implementations

impl<E: Equation + Send + 'static> Algorithms<E> for NPAG<E>

fn new(settings: Settings, equation: E, data: Data) -> Result<Box<Self>, Error>

fn equation(&self) -> &E

Get the equation used in the algorithm

fn into_npresult(&self) -> NPResult<E>

fn settings(&self) -> &Settings

fn data(&self) -> &Data

Get the data used in the algorithm

fn get_prior(&self) -> Theta

fn likelihood(&self) -> f64

Get the current likelihood

fn increment_cycle(&mut self) -> usize

Increment the cycle counter and return the new value

fn cycle(&self) -> usize

Get the current cycle number

fn set_theta(&mut self, theta: Theta)

Set the current Theta

fn theta(&self) -> &Theta

Get the current Theta

fn psi(&self) -> &Psi

Get the current Psi

fn evaluation(&mut self) -> Result<Status>

Evaluate convergence criteria and update status

fn estimation(&mut self) -> Result<()>

fn condensation(&mut self) -> Result<()>

Performs condensation of Theta and updates Psi

fn optimizations(&mut self) -> Result<()>

Performs optimizations on the current [ErrorModels] and updates Psi accordingly

fn expansion(&mut self) -> Result<()>

Performs expansion of Theta

fn set_status(&mut self, status: Status)

Set the current Status of the algorithm

fn status(&self) -> &Status

Get the current Status of the algorithm

fn log_cycle_state(&mut self)

Create and log a cycle state with the current algorithm state

fn validate_psi(&mut self) -> Result<()>

fn n2ll(&self) -> f64

Get the current negative two log-likelihood

fn initialize(&mut self) -> Result<()>

Initialize the algorithm, setting up initial Theta and Status

fn next_cycle(&mut self) -> Result<Status>

Proceed to the next cycle of the algorithm

fn fit(&mut self) -> Result<NPResult<E>>

Fit the model until convergence or stopping criteria are met

impl<E: Debug + Equation + Send + 'static> Debug for NPAG<E>

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

Formats the value using the given formatter.