Struct Permutate

pub struct Permutate {
    pub name: String,
    pub window_size: usize,
    pub segment_size: usize,
    /* private fields */
}

Permutate time series

First, slices each series into segments and then rearranges them randomly

Fields

name: String

window_size: usize

Size of series segments

segment_size: usize

Number of segments in window

Implementations

impl Permutate

pub fn new(window_size: usize, segment_size: usize) -> Self

Creates new permutate augmenter

Trait Implementations

impl Augmenter for Permutate

fn augment_one(&self, x: &[f64]) -> Vec<f64>

Augment one time series

fn get_probability(&self) -> f64

Get the probability that this augmenter will augment a series in a batch

fn set_probability(&mut self, probability: f64)

By setting a probability with this function the augmenter will only augment a series in a batch with the specified probability

fn get_name(&self) -> String

fn augment_batch(&self, input: &mut Dataset, parallel: bool, per_sample: bool)

where Self: Sync,

Augment a whole batch

fn supports_per_sample(&self) -> bool

Indicate whether this augmenter supports per-sample chaining. By default, return true. Augmenters that need a batch level view should override this to return false.