Struct AdaptiveRBFSampler 

pub struct AdaptiveRBFSampler { /* private fields */ }

Adaptive RBF sampler with automatic dimension selection AdaptiveRBFSampler

Implementations

impl AdaptiveRBFSampler

pub fn new() -> Self

Create a new adaptive RBF sampler

pub fn gamma(self, gamma: f64) -> Self

Set gamma parameter

pub fn config(self, config: AdaptiveDimensionConfig) -> Self

Set configuration

pub fn select_dimension( &self, x: &Array2<f64>, ) -> Result<DimensionSelectionResult>

Perform adaptive dimension selection

Trait Implementations

impl Clone for AdaptiveRBFSampler

fn clone(&self) -> AdaptiveRBFSampler

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for AdaptiveRBFSampler

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

Formats the value using the given formatter.

impl Default for AdaptiveRBFSampler

fn default() -> Self

Returns the “default value” for a type.

impl Fit<ArrayBase<OwnedRepr<f64>, Dim<[usize; 2]>>, ()> for AdaptiveRBFSampler

type Fitted = FittedAdaptiveRBFSampler

The fitted model type

fn fit(self, x: &Array2<f64>, _y: &()) -> Result<Self::Fitted>

Fit the model to the provided data with validation

fn fit_with_validation( self, x: &X, y: &Y, _x_val: Option<&X>, _y_val: Option<&Y>, ) -> Result<(Self::Fitted, FitMetrics), SklearsError>

where Self: Sized,

Fit with custom validation and early stopping