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FeatureNormalizer

datasynth_graph::ml

Struct FeatureNormalizer 

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pub struct FeatureNormalizer { /* private fields */ }
Expand description

Feature normalizer for graph features.

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impl FeatureNormalizer

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pub fn new(method: NormalizationMethod) -> Self

Creates a new feature normalizer.

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pub fn fit_nodes(&mut self, graph: &Graph)

Fits the normalizer to node features.

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pub fn fit_edges(&mut self, graph: &Graph)

Fits the normalizer to edge features.

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pub fn transform(&self, features: &[Vec<f64>]) -> Vec<Vec<f64>>

Transforms features using fitted statistics.

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