Enum linfa_kernel::KernelMethod [−][src]
The inner product definition used by a kernel.
There are three methods available:
- Gaussian(eps):
d(x, x') = exp(-norm(x - x')/eps) - Linear:
d(x, x') = <x, x'> - Polynomial(constant, degree):
d(x, x') = (<x, x'> + costant)^(degree)
Variants
Gaussian(eps): exp(-norm(x - x’)/eps)
Euclidean inner product
Polynomial(constant, degree): (<x, x'> + costant)^(degree)
Implementations
impl<F: Float> KernelMethod<F>[src]
pub fn distance(&self, a: ArrayView1<'_, F>, b: ArrayView1<'_, F>) -> F[src]
pub fn is_linear(&self) -> bool[src]
Trait Implementations
impl<F: Clone> Clone for KernelMethod<F>[src]
fn clone(&self) -> KernelMethod<F>[src]
pub fn clone_from(&mut self, source: &Self)1.0.0[src]
impl<F: Debug> Debug for KernelMethod<F>[src]
Auto Trait Implementations
impl<F> RefUnwindSafe for KernelMethod<F> where
F: RefUnwindSafe,
F: RefUnwindSafe,
impl<F> Send for KernelMethod<F> where
F: Send,
F: Send,
impl<F> Sync for KernelMethod<F> where
F: Sync,
F: Sync,
impl<F> Unpin for KernelMethod<F> where
F: Unpin,
F: Unpin,
impl<F> UnwindSafe for KernelMethod<F> where
F: UnwindSafe,
F: UnwindSafe,
Blanket Implementations
impl<T> Any for T where
T: 'static + ?Sized, [src]
T: 'static + ?Sized,
impl<T> Borrow<T> for T where
T: ?Sized, [src]
T: ?Sized,
impl<T> BorrowMut<T> for T where
T: ?Sized, [src]
T: ?Sized,
pub fn borrow_mut(&mut self) -> &mut T[src]
impl<T> From<T> for T[src]
impl<T, U> Into<U> for T where
U: From<T>, [src]
U: From<T>,
impl<T> Same<T> for T
type Output = T
Should always be Self
impl<T> ToOwned for T where
T: Clone, [src]
T: Clone,
type Owned = T
The resulting type after obtaining ownership.
pub fn to_owned(&self) -> T[src]
pub fn clone_into(&self, target: &mut T)[src]
impl<T, U> TryFrom<U> for T where
U: Into<T>, [src]
U: Into<T>,
type Error = Infallible
The type returned in the event of a conversion error.
pub fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>[src]
impl<T, U> TryInto<U> for T where
U: TryFrom<T>, [src]
U: TryFrom<T>,
type Error = <U as TryFrom<T>>::Error
The type returned in the event of a conversion error.
pub fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>[src]
impl<V, T> VZip<V> for T where
V: MultiLane<T>,
V: MultiLane<T>,