deephyper.search#
This subpackage provides an interface to implement new search algorithms as well as some already implemented search algorithms. One module of this subpackage is specialized for hyperparameter optimization algorithms deephyper.search.hps and an other is specialized for neural architecture search deephyper.search.nas.
The deephyper.search.Search class provides the generic interface of a search.
Warning
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.
Classes
Abstract class which represents a search algorithm. |
Subpackage for hyperparameter search algorithms. |
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Subpackage for neural architecture search algorithms. |