Type Alias Kernel

pub type Kernel<F> = KernelBase<Array2<F>, CsMat<F>>;

Type definition of Kernel that owns its inner matrix

Aliased Type

pub struct Kernel<F> {
    pub inner: KernelInner<ArrayBase<OwnedRepr<F>, Dim<[usize; 2]>>, CsMatBase<F, usize, Vec<usize>, Vec<usize>, Vec<F>>>,
    pub method: KernelMethod<<ArrayBase<OwnedRepr<F>, Dim<[usize; 2]>> as Inner>::Elem>,
}

Fields

inner: KernelInner<ArrayBase<OwnedRepr<F>, Dim<[usize; 2]>>, CsMatBase<F, usize, Vec<usize>, Vec<usize>, Vec<F>>>

method: KernelMethod<<ArrayBase<OwnedRepr<F>, Dim<[usize; 2]>> as Inner>::Elem>

The inner product that will be used by the kernel

Implementations

impl<'a, F: Float> Kernel<F>

pub fn new<N: NearestNeighbour>( dataset: ArrayView2<'a, F>, params: &KernelParams<F, N>, ) -> Kernel<F>

pub fn view(&'a self) -> KernelView<'a, F>

Gives a KernelView which has a view on the original kernel’s inner matrix