Struct Clipper 

pub struct Clipper { /* private fields */ }

A simple element-wise clipper that bounds feature values to a fixed range.

Implementations

impl Clipper

pub fn new(feature_count: usize, min: f64, max: f64) -> Result<Self, RillError>

Create a new clipper for feature_count features, clamping to [min, max].

pub const fn min(&self) -> f64

The lower bound.

pub const fn max(&self) -> f64

The upper bound.

Trait Implementations

impl Clone for Clipper

fn clone(&self) -> Clipper

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for Clipper

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Transformer for Clipper

fn input_dim(&self) -> usize

Expected number of input features.

fn output_dim(&self) -> usize

Number of features produced by transform.

fn transform(&self, features: &[f64]) -> Result<Vec<f64>, RillError>

Transform features using the current internal state.

fn update(&mut self, _features: &[f64]) -> Result<(), RillError>

Update internal statistics using raw features.

fn samples_seen(&self) -> u64

How many samples the transformer has seen.

fn reset(&mut self)

Reset the transformer to its initial state.