Struct lfa::SimpleLinear

pub struct SimpleLinear<I: ?Sized, P: Projector<I>> {
    pub projector: P,
    pub weights: Vector<f64>,
    // some fields omitted
}

Fields

projector: P

weights: Vector<f64>

Methods

impl<I: ?Sized, P: Projector<I>> SimpleLinear<I, P>

fn new(projector: P) -> Self

fn assign(&mut self, values: &Vector<f64>)

fn evaluate_projection(&self, p: &Projection) -> f64

fn update_projection(&mut self, p: &Projection, error: f64)

Trait Implementations

impl<I: Clone + ?Sized, P: Clone + Projector<I>> Clone for SimpleLinear<I, P>

fn clone(&self) -> SimpleLinear<I, P>

Returns a copy of the value.

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

Performs copy-assignment from source.

impl<I: ?Sized, P: Projector<I>> Approximator<I> for SimpleLinear<I, P>

type Value = f64

fn evaluate(&self, input: &I) -> EvaluationResult<f64>

Evaluates the function and returns its output.

fn update(&mut self, input: &I, error: f64) -> UpdateResult<()>