Struct GaussianProcessRegressor 

pub struct GaussianProcessRegressor {
    pub kernel: GPKernel,
    pub alpha: f32,
    pub normalize_y: bool,
    pub n_restarts_optimizer: usize,
    /* private fields */
}

Gaussian Process Regressor

Fields

kernel: GPKernel

alpha: f32

normalize_y: bool

n_restarts_optimizer: usize

Implementations

impl GaussianProcessRegressor

pub fn new(kernel: GPKernel) -> Self

pub fn alpha(self, alpha: f32) -> Self

pub fn normalize_y(self, normalize: bool) -> Self

pub fn fit(&mut self, x: &Tensor, y: &Tensor)

pub fn predict(&self, x: &Tensor) -> Tensor

pub fn predict_with_std(&self, x: &Tensor) -> (Tensor, Tensor)

pub fn score(&self, x: &Tensor, y: &Tensor) -> f32