Struct RobustScaler 

pub struct RobustScaler {
    pub with_centering: bool,
    pub with_scaling: bool,
    pub quantile_range: (f32, f32),
    /* private fields */
}

Robust Scaler - scales using statistics robust to outliers Uses median and IQR instead of mean and std

Fields

with_centering: bool

with_scaling: bool

quantile_range: (f32, f32)

Implementations

impl RobustScaler

pub fn new() -> Self

pub fn with_centering(self, c: bool) -> Self

pub fn with_scaling(self, s: bool) -> Self

pub fn quantile_range(self, low: f32, high: f32) -> Self

pub fn fit(&mut self, x: &Tensor)

pub fn transform(&self, x: &Tensor) -> Tensor

pub fn fit_transform(&mut self, x: &Tensor) -> Tensor

pub fn inverse_transform(&self, x: &Tensor) -> Tensor

Trait Implementations

impl Default for RobustScaler

fn default() -> Self

Returns the “default value” for a type.