Struct RAWE 

pub struct RAWE<'a, R, E, D> { /* private fields */ }

A struct representing a raw estimator.

This estimator is used to find an initial guess of the parameters with the given evidence. Its purpose is to provide a starting point for the other estimators, like EM.

Implementations

impl<'a, R: Rng + SeedableRng> RAWE<'a, R, CatTrjEv, CatTrj>

pub fn par_new(rng: &'a mut R, evidence: &'a CatTrjEv) -> Self

Constructs a new raw estimator from the evidence.

Arguments

• evidence - A reference to the evidence to fill.

Returns

A new RAWE instance.

impl<'a, R: Rng + SeedableRng> RAWE<'a, R, CatTrjsEv, CatTrjs>

pub fn par_new(rng: &'a mut R, evidence: &'a CatTrjsEv) -> Self

Constructs a new raw estimator from the evidence.

Arguments

• evidence - A reference to the evidence to fill.

Returns

A new RAWE instance.

Trait Implementations

impl<R: Rng + SeedableRng> CIMEstimator<CatCIM> for RAWE<'_, R, CatTrjEv, CatTrj>

fn fit(&self, x: &Set<usize>, z: &Set<usize>) -> CatCIM

Fits the estimator to the dataset and returns a CIM.

impl<R: Rng + SeedableRng> CIMEstimator<CatCIM> for RAWE<'_, R, CatTrjsEv, CatTrjs>

fn fit(&self, x: &Set<usize>, z: &Set<usize>) -> CatCIM

Fits the estimator to the dataset and returns a CIM.

impl<'a, R: Debug, E: Debug, D: Debug> Debug for RAWE<'a, R, E, D>

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

Formats the value using the given formatter.

impl<R, E, D> Deref for RAWE<'_, R, E, D>

type Target = D

The resulting type after dereferencing.

fn deref(&self) -> &Self::Target

Dereferences the value.

impl<R, E, D> Labelled for RAWE<'_, R, E, D>

where D: Labelled,

fn labels(&self) -> &Labels

Returns the labels of the variables.

fn label_to_index(&self, x: &str) -> usize

Return the variable index for a given label.

fn index_to_label(&self, x: usize) -> &str

Return the label for a given variable index.

fn index_to(&self, x: usize, other: &Labels) -> usize

Maps an index from this model to another model with the same label.

fn indices_to(&self, x: &Set<usize>, other: &Labels) -> Set<usize>

Maps a set of indices from this model to another model with the same labels.

fn index_from(&self, x: usize, other: &Labels) -> usize

Maps an index from another model to this model with the same label.

fn indices_from(&self, x: &Set<usize>, other: &Labels) -> Set<usize>

Maps a set of indices from another model to this model with the same labels.

impl<R: Rng + SeedableRng> ParCIMEstimator<CatCIM> for RAWE<'_, R, CatTrjsEv, CatTrjs>

fn par_fit(&self, x: &Set<usize>, z: &Set<usize>) -> CatCIM

Fits the estimator to the dataset and returns a CIM in parallel.