This sub-package provides an interface to implement new search algorithms as well as some already implemented search algorithms. One module of this sub-package is specialized for hyperparameter optimization algorithms
deephyper.search.hps and an other is specialized for neural architecture search
deephyper.search.Search class provides the generic interface of a search.
All search algorithms are MAXIMIZING the objective function. If you want to MINIMIZE the objective function, you have to return the negative of you objective.
Abstract class which represents a search algorithm.
Sub-package for hyperparameter search algorithms.
Sub-package for neural architecture search algorithms.