opytimizer.optimizers.misc.gs

Grid-Search.

class opytimizer.optimizers.misc.gs.GS(params: Optional[Dict[str, Any]] = None)

A GS class, inherited from Optimizer.

This is the designed class to define grid search-related variables and methods.

References

J. Bergstra and Y. Bengio. Random search for hyper-parameter optimization. Journal of machine learning research (2012).

__init__(params: Optional[Dict[str, Any]] = None) → None

Initialization method.

Parameters:params – Contains key-value parameters to the meta-heuristics.