Struct ExampleScaler 

pub struct ExampleScaler {
    pub config: ComponentConfig,
    pub scale_factor: f64,
    pub fitted: bool,
}

Example scaler component

Fields

config: ComponentConfig

scale_factor: f64

fitted: bool

Implementations

impl ExampleScaler

pub fn new(config: ComponentConfig) -> Self

Trait Implementations

impl Clone for ExampleScaler

fn clone(&self) -> ExampleScaler

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ExampleScaler

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

Formats the value using the given formatter.

impl PluginComponent for ExampleScaler

fn component_type(&self) -> &'static str

Get component type

fn config(&self) -> &ComponentConfig

Get component configuration

fn initialize(&mut self, _context: &ComponentContext) -> SklResult<()>

Initialize component

fn clone_component(&self) -> Box<dyn PluginComponent>

Clone the component

fn as_any(&self) -> &dyn Any

Convert to Any for downcasting

fn as_any_mut(&mut self) -> &mut dyn Any

Convert to mutable Any for downcasting

impl PluginTransformer for ExampleScaler

fn fit( &mut self, _x: &ArrayView2<'_, Float>, _y: Option<&ArrayView1<'_, Float>>, ) -> SklResult<()>

Fit the transformer

fn transform(&self, x: &ArrayView2<'_, Float>) -> SklResult<Array2<f64>>

Transform data

fn is_fitted(&self) -> bool

Check if transformer is fitted

fn get_feature_names_out( &self, input_features: Option<&[String]>, ) -> Vec<String>

Get feature names output

fn fit_transform( &mut self, x: &ArrayView2<'_, Float>, y: Option<&ArrayView1<'_, Float>>, ) -> SklResult<Array2<f64>>

Fit and transform in one step