Struct GpuNystroem 

pub struct GpuNystroem {
    pub n_components: usize,
    pub kernel: String,
    pub gamma: f64,
    pub gpu_config: GpuConfig,
}

GPU-accelerated Nyström approximation GpuNystroem

Fields

n_components: usize

n_components

kernel: String

kernel

gamma: f64

gamma

gpu_config: GpuConfig

gpu_config

Implementations

impl GpuNystroem

pub fn new(n_components: usize) -> Self

pub fn kernel(self, kernel: String) -> Self

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

pub fn gpu_config(self, config: GpuConfig) -> Self

Trait Implementations

impl Clone for GpuNystroem

fn clone(&self) -> GpuNystroem

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for GpuNystroem

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for GpuNystroem

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Fit<ArrayBase<OwnedRepr<f64>, Dim<[usize; 2]>>, ()> for GpuNystroem

type Fitted = FittedGpuNystroem

The fitted model type

fn fit(self, x: &Array2<f64>, _y: &()) -> Result<Self::Fitted>

Fit the model to the provided data with validation

fn fit_with_validation( self, x: &X, y: &Y, _x_val: Option<&X>, _y_val: Option<&Y>, ) -> Result<(Self::Fitted, FitMetrics), SklearsError>

where Self: Sized,

Fit with custom validation and early stopping

impl Serialize for GpuNystroem

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.