Struct DecompositionPipeline 

pub struct DecompositionPipeline { /* private fields */ }

Modular decomposition pipeline

Implementations

impl DecompositionPipeline

pub fn new(algorithm: Box<dyn DecompositionAlgorithm>) -> Self

Create new decomposition pipeline

pub fn add_preprocessing(self, step: Box<dyn PreprocessingStep>) -> Self

Add preprocessing step

pub fn add_postprocessing(self, step: Box<dyn PostprocessingStep>) -> Self

Add postprocessing step

pub fn add_fallback(self, algorithm: Box<dyn DecompositionAlgorithm>) -> Self

Add fallback algorithm

pub fn with_config(self, config: PipelineConfig) -> Self

Set pipeline configuration

pub fn fit_transform( &mut self, data: &Array2<Float>, params: &DecompositionParams, ) -> Result<PipelineResult>

Execute the complete pipeline

pub fn transform(&self, data: &Array2<Float>) -> Result<Array2<Float>>

Transform new data using fitted pipeline

pub fn is_fitted(&self) -> bool

Check if pipeline is fitted