Struct HyperparameterSpace 

pub struct HyperparameterSpace<T: Float> { /* private fields */ }

Hyperparameter search space definition

Implementations

impl<T: Float> HyperparameterSpace<T>

pub fn new() -> Self

Create a new hyperparameter search space

pub fn parameter_ranges(&self) -> &HashMap<String, ParameterRange<T>>

Continuous parameter ranges, keyed by name.

pub fn categorical_options(&self) -> &HashMap<String, Vec<String>>

Categorical parameter option lists, keyed by name.

pub fn dependencies(&self) -> &[ParameterDependency]

Declared parameter dependencies.

pub fn constraints(&self) -> &[HyperparameterConstraint<T>]

Declared cross-parameter constraints.

pub fn is_empty(&self) -> bool

Whether the space declares no parameters at all.

pub fn add_parameter(&mut self, name: String, range: ParameterRange<T>)

Add a continuous parameter to the search space

pub fn add_categorical_parameter( &mut self, name: String, categories: Vec<String>, )

Add a categorical parameter to the search space

pub fn add_dependency(&mut self, dependency: ParameterDependency)

Add a dependency between parameters

pub fn add_constraint(&mut self, constraint: HyperparameterConstraint<T>)

Add a constraint on parameter combinations

pub fn validate_configuration( &self, config: &HyperparameterConfiguration<T>, ) -> bool

Validate a configuration against the search space

Trait Implementations

impl<T: Clone + Float> Clone for HyperparameterSpace<T>

fn clone(&self) -> Self

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl<T: Debug + Float> Debug for HyperparameterSpace<T>

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

Formats the value using the given formatter.

impl<T: Float> Default for HyperparameterSpace<T>

fn default() -> Self

Returns the “default value” for a type.