Struct DTWKernelApproximation 

pub struct DTWKernelApproximation { /* private fields */ }

Dynamic Time Warping kernel approximation

Implementations

impl DTWKernelApproximation

pub fn new(n_components: usize) -> Self

Create a new DTW kernel approximation

pub fn bandwidth(self, bandwidth: f64) -> Self

Set kernel bandwidth

pub fn window_size(self, new_window_size: Option<usize>) -> Self

Set DTW window size

pub fn with_config(self, config: TimeSeriesKernelConfig) -> Self

Set configuration

pub fn fit(&mut self, time_series: &Array3<f64>) -> Result<()>

Fit the DTW kernel approximation

pub fn transform(&self, time_series: &Array3<f64>) -> Result<Array2<f64>>

Transform time series using DTW kernel features