rustframe::compute::models::pca

Struct PCA

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pub struct PCA {
    pub components: Matrix<f64>,
    pub mean: Matrix<f64>,
}
Expand description

Returns the n_components principal axes (rows) and the centred data’s mean.

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§components: Matrix<f64>§mean: Matrix<f64>

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impl PCA

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pub fn fit(x: &Matrix<f64>, n_components: usize, _iters: usize) -> Self

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pub fn transform(&self, x: &Matrix<f64>) -> Matrix<f64>

Project new data on the learned axes.

Auto Trait Implementations§

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impl Freeze for PCA

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impl RefUnwindSafe for PCA

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impl Send for PCA

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impl Sync for PCA

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impl Unpin for PCA

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impl UnwindSafe for PCA

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