interfaces

The interfaces subpackage provides interfaces for building and optimizing machine learning models. It includes tools for defining search spaces, managing optimization processes, and more.

GeneticSearch(estimator_class, hyperparam_space)	Genetic algorithm-based optimization for hyperparameter tuning.
HyperparameterSpaceBuilder()	A builder class for constructing hyperparameter spaces.

Contents:

• GeneticSearch
  • GeneticSearch
• Gallery examples
• HyperparameterSpaceBuilder
  • HyperparameterSpaceBuilder