Struct GaussianProcess 

pub struct GaussianProcess {
    pub mean_function: String,
    pub covariance_kernel: CovarianceKernel,
    pub input_dim: usize,
    pub is_stationary: bool,
}

Fields

mean_function: String

covariance_kernel: CovarianceKernel

input_dim: usize

is_stationary: bool

Implementations

impl GaussianProcess

pub fn with_sq_exp(length: f64, var: f64, input_dim: usize) -> Self

pub fn with_matern(nu: f64, length: f64, input_dim: usize) -> Self

pub fn kernel_value(&self, d: f64) -> f64

pub fn posterior_description(&self, n_obs: usize) -> String

pub fn mercer_representation(&self) -> String

Trait Implementations

impl Clone for GaussianProcess

fn clone(&self) -> GaussianProcess

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for GaussianProcess

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

Formats the value using the given formatter.