Struct DeepKrigingConfig 

pub struct DeepKrigingConfig {
    pub hidden_layers: Vec<usize>,
    pub learning_rate: f64,
    pub epochs: usize,
    pub activation: Activation,
    pub basis_dim: usize,
    pub seed: u64,
}

Configuration for Neural Basis Kriging (Deep Kriging).

An MLP learns nonlinear basis functions that are fed into ordinary kriging.

Fields

hidden_layers: Vec<usize>

Sizes of hidden layers in the MLP (e.g. [32, 16]).

learning_rate: f64

Learning rate for gradient descent on MLP weights.

epochs: usize

Number of training epochs (alternating optimisation steps).

activation: Activation

Activation function used between layers.

basis_dim: usize

Dimension of the basis output (last MLP layer).

seed: u64

Seed for reproducible weight initialisation.

Trait Implementations

impl Clone for DeepKrigingConfig

fn clone(&self) -> DeepKrigingConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for DeepKrigingConfig

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

Formats the value using the given formatter.

impl Default for DeepKrigingConfig

fn default() -> Self

Returns the “default value” for a type.