PcaCompressor

oxirs_vec::compression

Struct PcaCompressor 

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pub struct PcaCompressor { /* private fields */ }

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impl PcaCompressor

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pub fn new(components: usize) -> Self

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pub fn train(&mut self, vectors: &[Vector]) -> Result<(), VectorError>

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pub fn explained_variance_ratio(&self) -> &[f32]

Get the explained variance ratio for each principal component

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pub fn total_explained_variance(&self) -> f32

Get the total explained variance for the selected components

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