Struct GraphRegularizationConfig 

pub struct GraphRegularizationConfig {
    pub regularization_type: RegularizationType,
    pub lambda: f64,
    pub x_graph: Option<GraphStructure>,
    pub y_graph: Option<GraphStructure>,
    pub max_iterations: usize,
    pub tolerance: f64,
    pub n_components: usize,
    pub additional_params: HashMap<String, f64>,
}

Configuration for graph-regularized methods

Fields

regularization_type: RegularizationType

Regularization type

lambda: f64

Regularization strength parameter (lambda)

x_graph: Option<GraphStructure>

Graph structure for X variables

y_graph: Option<GraphStructure>

Graph structure for Y variables

max_iterations: usize

Maximum iterations for optimization

tolerance: f64

Convergence tolerance

n_components: usize

Number of components to extract

additional_params: HashMap<String, f64>

Additional regularization parameters

Implementations

impl GraphRegularizationConfig

pub fn new(regularization_type: RegularizationType, lambda: f64) -> Self

Create new configuration with specific regularization type

pub fn with_x_graph(self, graph: GraphStructure) -> Self

Set X graph structure

pub fn with_y_graph(self, graph: GraphStructure) -> Self

Set Y graph structure

pub fn with_components(self, n_components: usize) -> Self

Set number of components

pub fn with_parameter(self, name: &str, value: f64) -> Self

Add additional parameter

Trait Implementations

impl Clone for GraphRegularizationConfig

fn clone(&self) -> GraphRegularizationConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for GraphRegularizationConfig

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

Formats the value using the given formatter.

impl Default for GraphRegularizationConfig

fn default() -> Self

Returns the “default value” for a type.