Trait KernelType 

pub trait KernelType {
    const NAME: &'static str;
    const SUPPORTS_PARAMETER_LEARNING: bool;
    const DEFAULT_BANDWIDTH: f64;
}

Phantom type to represent kernel types

Required Associated Constants

const NAME: &'static str

Name of the kernel type

const SUPPORTS_PARAMETER_LEARNING: bool

Whether this kernel type supports parameter learning

const DEFAULT_BANDWIDTH: f64

Default bandwidth/gamma parameter

Dyn Compatibility

This trait is not dyn compatible.

In older versions of Rust, dyn compatibility was called "object safety", so this trait is not object safe.

Implementors

impl KernelType for ArcCosineKernel

const NAME: &'static str = "ArcCosine"

const SUPPORTS_PARAMETER_LEARNING: bool = false

const DEFAULT_BANDWIDTH: f64 = 1f64

impl KernelType for LaplacianKernel

const NAME: &'static str = "Laplacian"

const SUPPORTS_PARAMETER_LEARNING: bool = true

const DEFAULT_BANDWIDTH: f64 = 1f64

impl KernelType for PolynomialKernel

const NAME: &'static str = "Polynomial"

const SUPPORTS_PARAMETER_LEARNING: bool = true

const DEFAULT_BANDWIDTH: f64 = 1f64

impl KernelType for RBFKernel

const NAME: &'static str = "RBF"

const SUPPORTS_PARAMETER_LEARNING: bool = true

const DEFAULT_BANDWIDTH: f64 = 1f64

impl<K1: KernelType, K2: KernelType> KernelType for ProductKernel<K1, K2>

const NAME: &'static str = "Product"

const SUPPORTS_PARAMETER_LEARNING: bool

const DEFAULT_BANDWIDTH: f64

impl<K1: KernelType, K2: KernelType> KernelType for SumKernel<K1, K2>

const NAME: &'static str = "Sum"

const SUPPORTS_PARAMETER_LEARNING: bool

const DEFAULT_BANDWIDTH: f64