Struct Type Safe Kernel Config &nbsp; Copy item path

impl<K: KernelType, M: ApproximationMethod, const N: usize> TypeSafeKernelConfig<K, M, N>
where (): ValidatedFeatureSize<N> + KernelMethodCompatibility<K, M> + ApproximationQualityBounds<M>,

pub fn new() -> Self

Create a new type-safe configuration

pub fn bandwidth(self, bandwidth: f64) -> Self

Set bandwidth parameter with compile-time validation

pub fn quality_threshold(self, threshold: f64) -> Self

Set quality threshold with bounds checking

pub const fn performance_tier() -> PerformanceTier

Get performance tier for this configuration

pub const fn memory_complexity() -> ComplexityClass

Get memory complexity for this configuration

pub fn theoretical_error_bound( &self, n_samples: usize, n_features: usize, ) -> f64

Compute theoretical error bound for given data size

pub fn meets_quality_requirements( &self, n_samples: usize, n_features: usize, ) -> bool

Check if configuration meets quality requirements

Trait Implementations§

impl<K: Clone + KernelType, M: Clone + ApproximationMethod, const N: usize> Clone for TypeSafeKernelConfig<K, M, N>
where (): ValidatedFeatureSize<N> + KernelMethodCompatibility<K, M> + ApproximationQualityBounds<M>,

fn clone(&self) -> TypeSafeKernelConfig<K, M, N>

Returns a duplicate of the value. Read more

1.0.0 · Source§

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

Performs copy-assignment from source. Read more

impl<K: Debug + KernelType, M: Debug + ApproximationMethod, const N: usize> Debug for TypeSafeKernelConfig<K, M, N>
where (): ValidatedFeatureSize<N> + KernelMethodCompatibility<K, M> + ApproximationQualityBounds<M>,

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more

impl<K: KernelType, M: ApproximationMethod, const N: usize> Default for TypeSafeKernelConfig<K, M, N>
where (): ValidatedFeatureSize<N> + KernelMethodCompatibility<K, M> + ApproximationQualityBounds<M>,

fn default() -> Self

Returns the “default value” for a type. Read more

Auto Trait Implementations§

impl<K, M, const N: usize> Freeze for TypeSafeKernelConfig<K, M, N>

impl<K, M, const N: usize> RefUnwindSafe for TypeSafeKernelConfig<K, M, N>
where K: RefUnwindSafe, M: RefUnwindSafe,

impl<K, M, const N: usize> Send for TypeSafeKernelConfig<K, M, N>
where K: Send, M: Send,

impl<K, M, const N: usize> Sync for TypeSafeKernelConfig<K, M, N>
where K: Sync, M: Sync,

impl<K, M, const N: usize> Unpin for TypeSafeKernelConfig<K, M, N>
where K: Unpin, M: Unpin,

impl<K, M, const N: usize> UnwindSafe for TypeSafeKernelConfig<K, M, N>
where K: UnwindSafe, M: UnwindSafe,

Blanket Implementations§

impl<T> Any for T
where T: 'static + ?Sized,

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

impl<T> Borrow<T> for T
where T: ?Sized,

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

impl<T> BorrowMut<T> for T
where T: ?Sized,

fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more

impl<T> CloneToUninit for T
where T: Clone,

unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)

Performs copy-assignment from self to dest. Read more

impl<T> From<T> for T

fn from(t: T) -> T

Returns the argument unchanged.

impl<T, U> Into for T
where U: From<T>,

fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

impl<T> IntoEither for T

fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

impl<T> Pointable for T

const ALIGN: usize

The alignment of pointer.

type Init = T

The type for initializers.

unsafe fn init(init: <T as Pointable>::Init) -> usize

Initializes a with the given initializer. Read more

unsafe fn deref<'a>(ptr: usize) -> &'a T

Dereferences the given pointer. Read more

unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

Mutably dereferences the given pointer. Read more

unsafe fn drop(ptr: usize)

Drops the object pointed to by the given pointer. Read more

impl<T> ToOwned for T
where T: Clone,

type Owned = T

The resulting type after obtaining ownership.

fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more

fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more

impl<T, U> TryFrom for T
where U: Into<T>,

type Error = Infallible

The type returned in the event of a conversion error.

fn try_from(value: U) -> Result<T, <T as TryFrom>::Error>

Performs the conversion.

impl<T, U> TryInto for T
where U: TryFrom<T>,

type Error = >::Error

The type returned in the event of a conversion error.

fn try_into(self) -> Result<U, >::Error>

Performs the conversion.

impl<V, T> VZip<V> for T
where V: MultiLane<T>,