Trait KernelMethodCompatibility 

pub trait KernelMethodCompatibility<K: KernelType, M: ApproximationMethod> {
    const IS_COMPATIBLE: bool;
    const PERFORMANCE_TIER: PerformanceTier;
    const MEMORY_COMPLEXITY: ComplexityClass;
}

Compile-time compatibility checking between kernels and methods

Required Associated Constants

const IS_COMPATIBLE: bool

Whether this kernel-method combination is supported

const PERFORMANCE_TIER: PerformanceTier

Performance characteristics of this combination

const MEMORY_COMPLEXITY: ComplexityClass

Memory complexity

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.

Implementations on Foreign Types

impl KernelMethodCompatibility<ArcCosineKernel, FastfoodMethod> for ()

const IS_COMPATIBLE: bool = false

const PERFORMANCE_TIER: PerformanceTier = PerformanceTier::Poor

const MEMORY_COMPLEXITY: ComplexityClass = ComplexityClass::DimensionDependent

impl KernelMethodCompatibility<ArcCosineKernel, NystromMethod> for ()

const IS_COMPATIBLE: bool = false

const PERFORMANCE_TIER: PerformanceTier = PerformanceTier::Poor

const MEMORY_COMPLEXITY: ComplexityClass = ComplexityClass::Quadratic

impl KernelMethodCompatibility<ArcCosineKernel, RandomFourierFeatures> for ()

Arc-cosine kernels have limited compatibility

const IS_COMPATIBLE: bool = true

const PERFORMANCE_TIER: PerformanceTier = PerformanceTier::Acceptable

const MEMORY_COMPLEXITY: ComplexityClass = ComplexityClass::Linear

impl KernelMethodCompatibility<LaplacianKernel, NystromMethod> for ()

const IS_COMPATIBLE: bool = true

const PERFORMANCE_TIER: PerformanceTier = PerformanceTier::Good

const MEMORY_COMPLEXITY: ComplexityClass = ComplexityClass::Quadratic

impl KernelMethodCompatibility<LaplacianKernel, RandomFourierFeatures> for ()

const IS_COMPATIBLE: bool = true

const PERFORMANCE_TIER: PerformanceTier = PerformanceTier::Optimal

const MEMORY_COMPLEXITY: ComplexityClass = ComplexityClass::Linear

impl KernelMethodCompatibility<PolynomialKernel, NystromMethod> for ()

const IS_COMPATIBLE: bool = true

const PERFORMANCE_TIER: PerformanceTier = PerformanceTier::Good

const MEMORY_COMPLEXITY: ComplexityClass = ComplexityClass::Quadratic

impl KernelMethodCompatibility<PolynomialKernel, RandomFourierFeatures> for ()

const IS_COMPATIBLE: bool = true

const PERFORMANCE_TIER: PerformanceTier = PerformanceTier::Good

const MEMORY_COMPLEXITY: ComplexityClass = ComplexityClass::Linear

impl KernelMethodCompatibility<RBFKernel, FastfoodMethod> for ()

const IS_COMPATIBLE: bool = true

const PERFORMANCE_TIER: PerformanceTier = PerformanceTier::Optimal

const MEMORY_COMPLEXITY: ComplexityClass = ComplexityClass::DimensionDependent

impl KernelMethodCompatibility<RBFKernel, NystromMethod> for ()

const IS_COMPATIBLE: bool = true

const PERFORMANCE_TIER: PerformanceTier = PerformanceTier::Good

const MEMORY_COMPLEXITY: ComplexityClass = ComplexityClass::Quadratic

impl KernelMethodCompatibility<RBFKernel, RandomFourierFeatures> for ()

Implement compatibility rules

const IS_COMPATIBLE: bool = true

const PERFORMANCE_TIER: PerformanceTier = PerformanceTier::Optimal

const MEMORY_COMPLEXITY: ComplexityClass = ComplexityClass::Linear

Implementors