quantrs2_anneal::meta_learning_optimization::feature_extraction

Struct FeatureExtractor

pub struct FeatureExtractor {
    pub config: FeatureExtractionConfig,
    pub transformers: Vec<FeatureTransformer>,
    pub selectors: Vec<FeatureSelector>,
    pub reducers: Vec<DimensionalityReducer>,
}

Expand description

Feature extraction system

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§config: FeatureExtractionConfig

Configuration

§transformers: Vec<FeatureTransformer>

Feature transformers

§selectors: Vec<FeatureSelector>

Feature selectors

§reducers: Vec<DimensionalityReducer>

Dimensionality reducers

Implementations§

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impl FeatureExtractor

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pub const fn new(config: FeatureExtractionConfig) -> Self

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pub fn extract_features( &mut self, problem: &IsingModel, ) -> ApplicationResult<ProblemFeatures>

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pub fn vectorize_features(&self, features: &ProblemFeatures) -> FeatureVector

Auto Trait Implementations§

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impl UnwindSafe for FeatureExtractor

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