Trait HyperparameterOptimization 

pub trait HyperparameterOptimization {
    type HyperparameterSpace;

    // Required methods
    fn hyperparameter_space(&self) -> Self::HyperparameterSpace;
    fn validate_hyperparameters(
        &self,
        params: &HashMap<String, f64>,
    ) -> Result<()>;
}

Trait for algorithms with hyperparameter optimization

Required Associated Types

type HyperparameterSpace

Required Methods

fn hyperparameter_space(&self) -> Self::HyperparameterSpace

Get recommended hyperparameter search space

fn validate_hyperparameters(&self, params: &HashMap<String, f64>) -> Result<()>

Validate hyperparameter combination

Implementors