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DecompositionVisualizer

sklears_decomposition::visualization

Struct DecompositionVisualizer

pub struct DecompositionVisualizer;

Expand description

Visualization utilities for specific decomposition methods

Implementations§

impl DecompositionVisualizer

pub fn pca_visualization( components: &Array2<Float>, transformed_data: &Array2<Float>, explained_variance: &Array1<Float>, ) -> ComponentVisualization

Create visualization for PCA results

pub fn ica_visualization( mixing_matrix: &Array2<Float>, sources: &Array2<Float>, ) -> ComponentVisualization

Create visualization for ICA results

pub fn nmf_visualization( components: &Array2<Float>, transformed_data: &Array2<Float>, ) -> ComponentVisualization

Create visualization for NMF results

pub fn factor_analysis_visualization( loadings: &Array2<Float>, factors: &Array2<Float>, explained_variance: &Array1<Float>, ) -> ComponentVisualization

Create visualization for Factor Analysis results

Auto Trait Implementations§

impl Freeze for DecompositionVisualizer

impl RefUnwindSafe for DecompositionVisualizer

impl Send for DecompositionVisualizer

impl Sync for DecompositionVisualizer

impl Unpin for DecompositionVisualizer

impl UnsafeUnpin for DecompositionVisualizer

impl UnwindSafe for DecompositionVisualizer

Blanket Implementations§

impl<T> Any for T
where T: 'static + ?Sized,

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type Init = T

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unsafe fn init(init: <T as Pointable>::Init) -> usize

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