Struct CustomManifoldWrapper 

pub struct CustomManifoldWrapper { /* private fields */ }

Wrapper for custom manifold learners to integrate with sklearn-style API

Implementations

impl CustomManifoldWrapper

pub fn new( plugin_name: &str, params: Option<&PluginParameters>, ) -> SklResult<Self>

Create a new wrapper for a custom manifold learner

pub fn learner(&self) -> &dyn CustomManifoldLearner

Get the underlying learner

pub fn learner_mut(&mut self) -> &mut dyn CustomManifoldLearner

Get mutable access to the underlying learner

pub fn plugin_name(&self) -> &str

Get the plugin name

Trait Implementations

impl Clone for CustomManifoldWrapper

fn clone(&self) -> Self

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for CustomManifoldWrapper

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

Formats the value using the given formatter.

impl Estimator for CustomManifoldWrapper

Implementation of sklearn-style traits for custom manifold wrapper

type Config = PluginParameters

Configuration type for the estimator

type Error = SklearsError

Error type for the estimator

type Float = f64

The numeric type used by this estimator

fn config(&self) -> &Self::Config

Get estimator configuration

fn validate_config(&self) -> Result<(), SklearsError>

Validate estimator configuration with detailed error context

fn check_compatibility( &self, n_samples: usize, n_features: usize, ) -> Result<(), SklearsError>

Check if estimator is compatible with given data dimensions

fn metadata(&self) -> EstimatorMetadata

Get estimator metadata

impl Fit<ArrayBase<ViewRepr<&f64>, Dim<[usize; 2]>>, ()> for CustomManifoldWrapper

type Fitted = CustomManifoldWrapper

The fitted model type

fn fit(self, x: &ArrayView2<'_, Float>, _y: &()) -> SklResult<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

impl Transform<ArrayBase<ViewRepr<&f64>, Dim<[usize; 2]>>, ArrayBase<OwnedRepr<f64>, Dim<[usize; 2]>>> for CustomManifoldWrapper

fn transform(&self, x: &ArrayView2<'_, Float>) -> SklResult<Array2<Float>>

Transform the input data