Struct InteractiveVisualizer 

pub struct InteractiveVisualizer { /* private fields */ }

Interactive visualization engine

Implementations

impl InteractiveVisualizer

pub fn new() -> Self

Create a new interactive visualizer

pub fn with_config(config: InteractiveVisualizationConfig) -> Self

Create visualizer with custom configuration

pub fn with_output_dir<P: AsRef<Path>>(self, path: P) -> Self

Set output directory

pub fn add_plot(&mut self, plot: InteractivePlot)

Add a new interactive plot

pub fn canonical_scatter( &mut self, x_canonical: ArrayView1<'_, f64>, y_canonical: ArrayView1<'_, f64>, labels: Option<Vec<String>>, ) -> Result<(), VisualizationError>

Create canonical correlation scatter plot

pub fn loading_heatmap( &mut self, loadings: ArrayView2<'_, f64>, feature_names: Option<Vec<String>>, component_names: Option<Vec<String>>, ) -> Result<(), VisualizationError>

Create component loading heatmap

pub fn correlation_network( &mut self, correlation_matrix: ArrayView2<'_, f64>, variable_names: Option<Vec<String>>, threshold: f64, ) -> Result<(), VisualizationError>

Create correlation network visualization

pub fn scatter_3d( &mut self, x: ArrayView1<'_, f64>, y: ArrayView1<'_, f64>, z: ArrayView1<'_, f64>, colors: Option<ArrayView1<'_, f64>>, labels: Option<Vec<String>>, ) -> Result<(), VisualizationError>

Create 3D scatter plot for multi-view data

pub fn generate_html(&self, filename: &str) -> Result<(), VisualizationError>

Generate HTML output with interactive plots

Trait Implementations

impl Debug for InteractiveVisualizer

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

Formats the value using the given formatter.

impl Default for InteractiveVisualizer

fn default() -> Self

Returns the “default value” for a type.