FeatureNormalizer

nt_features::normalization

Struct FeatureNormalizer 

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pub struct FeatureNormalizer { /* private fields */ }

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impl FeatureNormalizer

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pub fn new(method: NormalizationMethod) -> Self

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pub fn fit(&mut self, data: &[f64]) -> Result<()>

Fit normalizer to data

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pub fn transform(&self, value: f64) -> Result<f64>

Transform single value

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pub fn transform_batch(&self, values: &[f64]) -> Result<Vec<f64>>

Transform batch of values

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pub fn inverse_transform(&self, normalized: f64) -> Result<f64>

Inverse transform (denormalize)

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