Struct TypeSafeKernelApproximation 

pub struct TypeSafeKernelApproximation<State, Kernel, Method, const N_COMPONENTS: usize>
where
    State: ApproximationState,
    Kernel: KernelType,
    Method: ApproximationMethod,
{ /* private fields */ }

Type-safe kernel approximation with compile-time guarantees TypeSafeKernelApproximation

Implementations

impl<Kernel, Method, const N_COMPONENTS: usize> TypeSafeKernelApproximation<Untrained, Kernel, Method, N_COMPONENTS>

where Kernel: KernelType, Method: ApproximationMethod,

pub fn new() -> Self

Create a new untrained kernel approximation

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

where Kernel: KernelTypeWithBandwidth,

Set bandwidth parameter (only available for kernels that support it)

pub fn degree(self, degree: usize) -> Self

where Kernel: PolynomialKernelType,

Set polynomial degree (only available for polynomial kernels)

pub fn random_state(self, seed: u64) -> Self

Set random state for reproducibility

pub fn fit( self, data: &Array2<f64>, ) -> Result<FittedTypeSafeKernelApproximation<Kernel, Method, N_COMPONENTS>>

where Kernel: FittableKernel<Method>, Method: FittableMethod<Kernel>,

Fit the approximation method (state transition)

Trait Implementations

impl<State, Kernel, Method, const N_COMPONENTS: usize> Clone for TypeSafeKernelApproximation<State, Kernel, Method, N_COMPONENTS>

where State: ApproximationState + Clone, Kernel: KernelType + Clone, Method: ApproximationMethod + Clone,

fn clone( &self, ) -> TypeSafeKernelApproximation<State, Kernel, Method, N_COMPONENTS>

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl<State, Kernel, Method, const N_COMPONENTS: usize> Debug for TypeSafeKernelApproximation<State, Kernel, Method, N_COMPONENTS>

where State: ApproximationState + Debug, Kernel: KernelType + Debug, Method: ApproximationMethod + Debug,

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

Formats the value using the given formatter.

impl<Kernel, Method, const N_COMPONENTS: usize> Default for TypeSafeKernelApproximation<Untrained, Kernel, Method, N_COMPONENTS>

where Kernel: KernelType, Method: ApproximationMethod,

fn default() -> Self

Returns the “default value” for a type.