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 and an other is specialized for neural architecture search

The 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.