Struct GaussianProcessRegression 

pub struct GaussianProcessRegression {
    pub gp: GaussianProcess,
    pub noise_variance: f64,
    pub n_training: usize,
    pub prediction_method: String,
}

Fields

gp: GaussianProcess

noise_variance: f64

n_training: usize

prediction_method: String

Implementations

impl GaussianProcessRegression

pub fn new(gp: GaussianProcess, noise: f64) -> Self

pub fn complexity_exact(&self) -> String

pub fn sparse_gp_complexity(&self, m: usize) -> String

pub fn log_marginal_likelihood(&self) -> String

Trait Implementations

impl Clone for GaussianProcessRegression

fn clone(&self) -> GaussianProcessRegression

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for GaussianProcessRegression

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

Formats the value using the given formatter.