Struct Drop

pub struct Drop {
    pub name: String,
    pub percentage: f64,
    pub default: f64,
    /* private fields */
}

Augmenter that drops data points in series

Drops percentage % of data points and replaces them with default

Fields

name: String

percentage: f64

default: f64

Implementations

impl Drop

pub fn new(percentage: f64, default: Option<f64>) -> Self

Creates new drop augmenter

When default is None, it is set to 0.0

Trait Implementations

impl Augmenter for Drop

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.