Struct VisualizationFactory 

pub struct VisualizationFactory { /* private fields */ }

Comprehensive visualization factory for creating different types of plots

Implementations

impl VisualizationFactory

pub fn new() -> Self

Create a new visualization factory with default configuration

pub fn with_config(config: PlotConfig) -> Self

Create factory with custom default configuration

pub fn interactive(&mut self) -> &mut InteractiveVisualizer

Get mutable reference to interactive visualizer

pub fn feature_importance( &self, importance_values: &ArrayView1<'_, Float>, feature_names: Option<&[String]>, plot_type: FeatureImportanceType, ) -> SklResult<FeatureImportancePlot>

Create feature importance plot with factory defaults

pub fn shap_summary( &self, shap_values: &ArrayView2<'_, Float>, feature_values: &ArrayView2<'_, Float>, feature_names: &[String], ) -> SklResult<ShapPlot>

Create SHAP waterfall plot with factory defaults

pub fn partial_dependence( &self, feature_values: &ArrayView1<'_, Float>, pd_values: &ArrayView1<'_, Float>, feature_name: &str, ice_curves: Option<&ArrayView2<'_, Float>>, ) -> SklResult<PartialDependencePlot>

Create partial dependence plot with factory defaults

pub fn scatter_3d( &self, x_values: &ArrayView1<'_, Float>, y_values: &ArrayView1<'_, Float>, z_values: &ArrayView1<'_, Float>, axis_labels: (String, String, String), ) -> SklResult<Plot3D>

Create 3D scatter plot with factory defaults

pub fn surface_3d( &self, x_grid: &ArrayView2<'_, Float>, y_grid: &ArrayView2<'_, Float>, z_surface: &ArrayView2<'_, Float>, axis_labels: (String, String, String), ) -> SklResult<Surface3D>

Create 3D surface plot with factory defaults

Trait Implementations

impl Default for VisualizationFactory

fn default() -> Self

Returns the “default value” for a type.