bayeso.acquisitions.pure_exploitation

It defines a pure exploitation acquisition function.

bayeso.acquisitions.pure_exploitation.acq_fun(pred_mean: ndarray) → ndarray

It is a pure exploitation criterion.

Parameters:

pred_mean (numpy.ndarray) – posterior predictive mean function over X_test. Shape: (l, ).

Returns:

acquisition function values. Shape: (l, ).

Return type:

numpy.ndarray

Raises:

AssertionError