Struct Pool

pub struct Pool {
    pub name: String,
    pub kind: PoolingMethod,
    pub size: usize,
    /* private fields */
}

Reduces the temporal resolution without changing the length by pooling multiple samples together

Fields

name: String

kind: PoolingMethod

Pooling function to be used

size: usize

Size of one pool

Implementations

impl Pool

pub fn new(kind: PoolingMethod, size: usize) -> Self

Creates new pool augmenter

Trait Implementations

impl Augmenter for Pool

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.