Struct TensorFeatureExtractor

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pub struct TensorFeatureExtractor {
    pub config: ExtractorConfig,
    pub stats: ExtractorStats,
}

Expand description

Extracts statistical and structural features from tensor data.

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§config: ExtractorConfig

Active configuration.

§stats: ExtractorStats

Accumulated statistics.

Implementations§

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impl TensorFeatureExtractor

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pub fn new(config: ExtractorConfig) -> Self

Create a new extractor with the given configuration.

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pub fn extract(&mut self, tensor_id: u64, data: &[f64]) -> ExtractionResult

Extract all configured features from data and tag the result with tensor_id.

Updates internal statistics on each call.

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pub fn extract_batch( &mut self, tensors: Vec<(u64, Vec<f64>)>, ) -> Vec<ExtractionResult>

Extract features from a batch of (tensor_id, data) pairs, returning results in the same order as the input.

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pub fn stats(&self) -> &ExtractorStats

Return a reference to the accumulated statistics.

Auto Trait Implementations§

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impl UnwindSafe for TensorFeatureExtractor

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