deephyper.problem

deephyper.problemΒΆ

This module provides tools to define hyperparameter and neural architecture search problems. Some features of this module are based on the ConfigSpace project.

Classes

AndConjunction

CategoricalHyperparameter

Configuration

ConfigurationSpace

Constant

EqualsCondition

ForbiddenAndConjunction

A ForbiddenAndConjunction.

ForbiddenEqualsClause

A ForbiddenEqualsClause

ForbiddenInClause

GreaterThanCondition

HpProblem

Class to define an hyperparameter problem.

InCondition

LessThanCondition

NaProblem

A Neural Architecture Problem specification for Neural Architecture Search.

NotEqualsCondition

OrConjunction

OrdinalHyperparameter

UnParametrizedHyperparameter

UniformFloatHyperparameter

UniformIntegerHyperparameter