Module params 

Type-safe hyperparameter definitions.

Parameter keys are enums rather than strings to catch typos at compile time. This eliminates an entire class of runtime errors (Poka-Yoke principle).

Example

use aprender::automl::params::RandomForestParam as RF;
use aprender::automl::SearchSpace;

let space = SearchSpace::new()
    .add(RF::NEstimators, 10..500)
    .add(RF::MaxDepth, 2..32);

Enums

DecisionTreeParam

Decision Tree hyperparameters.

GradientBoostingParam

Gradient Boosting hyperparameters.

KMeansParam

K-Means clustering hyperparameters.

KNNParam

K-Nearest Neighbors hyperparameters.

LinearParam

Linear model hyperparameters (Ridge, Lasso, ElasticNet).

RandomForestParam

Random Forest hyperparameters.

Traits

ParamKey

Trait for parameter key enums.