Struct ConvolutionProcessConfig 

pub struct ConvolutionProcessConfig {
    pub n_latent: usize,
    pub default_length_scale: f64,
    pub noise_variance: f64,
}

Configuration for a ConvolutionProcess.

See the module documentation for the mathematical role of each parameter.

Fields

n_latent: usize

Number of shared latent white-noise processes Q. Each output is a sum of Q independent convolutions against these shared latents; n_latent = 1 (the default) is the simplest well-defined case, and is already sufficient to induce full cross-output correlation.

default_length_scale: f64

Default per-dimension effective output length scale L_{d,q,k}, used to initialize every output/latent/dimension’s length scale when an explicit override is not supplied via ConvolutionProcess::length_scales.

noise_variance: f64

Default noise variance added to the diagonal of every output’s covariance block, used when an explicit override is not supplied via ConvolutionProcess::noise_variances.

Trait Implementations

impl Clone for ConvolutionProcessConfig

fn clone(&self) -> Self

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ConvolutionProcessConfig

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

Formats the value using the given formatter.

impl Default for ConvolutionProcessConfig

fn default() -> Self

Returns the “default value” for a type.