Type Alias linfa_kernel::Kernel
source · pub type Kernel<F> = KernelBase<Array2<F>, CsMat<F>>;
Expand description
Type definition of Kernel that owns its inner matrix
Aliased Type§
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§
source§impl<'a, F: Float> Kernel<F>
impl<'a, F: Float> Kernel<F>
pub fn new<N: NearestNeighbour>( dataset: ArrayView2<'a, F>, params: &KernelParams<F, N> ) -> Kernel<F>
sourcepub fn view(&'a self) -> KernelView<'a, F>
pub fn view(&'a self) -> KernelView<'a, F>
Gives a KernelView which has a view on the original kernel’s inner matrix