hyperspace

The hyperspace module provides classes and functions for defining search spaces for hyperparameters. An user should use the HyperparameterSpaceBuilder class to define the search space for hyperparameters.

Hyperparam(name, min_value, max_value, ...)	Class to define a hyperparam to optimize.
HyperparameterSpace(fixed_hyperparams, ...)	This class represents the hyperparameter space for a scikit-learn classifier.

Contents:

• Hyperparam
  • Hyperparam
    • Hyperparam.name
    • Hyperparam.min_value
    • Hyperparam.max_value
    • Hyperparam.hyperparam_type
    • Hyperparam.scale
    • Hyperparam.values_str
    • Hyperparam.correct()
    • Hyperparam.from_values_list()
• HyperparameterSpace
  • HyperparameterSpace
    • HyperparameterSpace.fixed_hyperparams
    • HyperparameterSpace.evolvable_hyperparams
    • HyperparameterSpace.default_hyperparameter_spaces_json
    • HyperparameterSpace.from_json()
    • HyperparameterSpace.from_json_data()
    • HyperparameterSpace.get_all_params()
    • HyperparameterSpace.get_default_hyperparameter_space()
    • HyperparameterSpace.to_json()