Base acquisition

neps.optimizers.bayesian_optimization.acquisition_functions.base_acquisition

BaseAcquisition

BaseAcquisition()

Bases: ABC

Source code in neps/optimizers/bayesian_optimization/acquisition_functions/base_acquisition.py

def __init__(self):
    self.surrogate_model = None

eval abstractmethod

eval(x, asscalar: bool = False)

Evaluate the acquisition function at point x2.

Source code in neps/optimizers/bayesian_optimization/acquisition_functions/base_acquisition.py

@abstractmethod
def eval(self, x, asscalar: bool = False):
    """Evaluate the acquisition function at point x2."""
    raise NotImplementedError