Struct Regression 

pub struct Regression { /* private fields */ }

Implementations

impl Regression

pub fn new(sample_set: impl Into<DataSet<f32>>, loss: Loss) -> Self

Trait Implementations

impl<'a> BatchFitnessFunction<&'a Genotype<GraphChromosome<Op<f32>>>> for Regression

fn evaluate( &self, inputs: Vec<&'a Genotype<GraphChromosome<Op<f32>>>>, ) -> Vec<f32>

impl<'a> BatchFitnessFunction<&'a Genotype<TreeChromosome<Op<f32>>>> for Regression

fn evaluate( &self, inputs: Vec<&'a Genotype<TreeChromosome<Op<f32>>>>, ) -> Vec<f32>

impl BatchFitnessFunction<Graph<Op<f32>>> for Regression

fn evaluate(&self, inputs: Vec<Graph<Op<f32>>>) -> Vec<f32>

impl BatchFitnessFunction<Tree<Op<f32>>> for Regression

fn evaluate(&self, inputs: Vec<Tree<Op<f32>>>) -> Vec<f32>

impl BatchFitnessFunction<Vec<Tree<Op<f32>>>> for Regression

fn evaluate(&self, inputs: Vec<Vec<Tree<Op<f32>>>>) -> Vec<f32>

impl Clone for Regression

fn clone(&self) -> Regression

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl<'a> FitnessFunction<&'a Genotype<GraphChromosome<Op<f32>>>> for Regression

— Graphs —

fn evaluate(&self, input: &'a Genotype<GraphChromosome<Op<f32>>>) -> f32

impl<'a> FitnessFunction<&'a Genotype<TreeChromosome<Op<f32>>>> for Regression

fn evaluate(&self, input: &'a Genotype<TreeChromosome<Op<f32>>>) -> f32

impl FitnessFunction<Graph<Op<f32>>> for Regression

fn evaluate(&self, input: Graph<Op<f32>>) -> f32

impl FitnessFunction<Tree<Op<f32>>> for Regression

— Trees —

fn evaluate(&self, input: Tree<Op<f32>>) -> f32

impl FitnessFunction<Vec<Tree<Op<f32>>>> for Regression

fn evaluate(&self, input: Vec<Tree<Op<f32>>>) -> f32