Trait linfa::traits::Predict

pub trait Predict<R: Records, T> {
    fn predict(&self, x: R) -> T;
}

Predict with model

This trait assumes the PredictRef implementation and provides additional input/output combinations.

Provided implementation

• Array2 -> Dataset
• Dataset -> Dataset
• &Dataset -> Array2

Required methods

fn predict(&self, x: R) -> T

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Implementors

impl<'a, F: Float, D, T, O> Predict<&'a ArrayBase<D, Dim<[usize; 2]>>, T> for O where
    D: Data<Elem = F>,
    O: PredictRef<ArrayBase<D, Ix2>, T>, 

fn predict(&self, records: &'a ArrayBase<D, Ix2>) -> T

impl<'a, F: Float, R, T, S, O> Predict<&'a DatasetBase<R, T>, S> for O where
    R: Records<Elem = F>,
    O: PredictRef<R, S>, 

fn predict(&self, ds: &'a DatasetBase<R, T>) -> S

impl<F: Float, D, T, O> Predict<ArrayBase<D, Dim<[usize; 2]>>, DatasetBase<ArrayBase<D, Dim<[usize; 2]>>, T>> for O where
    D: Data<Elem = F>,
    O: PredictRef<ArrayBase<D, Ix2>, T>, 

fn predict(
    &self,
    records: ArrayBase<D, Ix2>
) -> DatasetBase<ArrayBase<D, Ix2>, T>

impl<F: Float, R, T, S, O> Predict<DatasetBase<R, T>, DatasetBase<R, S>> for O where
    R: Records<Elem = F>,
    O: PredictRef<R, S>, 

fn predict(&self, ds: DatasetBase<R, T>) -> DatasetBase<R, S>

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