deephyper.skopt.acquisition

deephyper.skopt.acquisition#

Functions

gaussian_acquisition_1D

A wrapper around the acquisition function that is called by fmin_l_bfgs_b.

gaussian_ei

Use the expected improvement to calculate the acquisition values.

gaussian_lcb

Use the lower confidence bound to estimate the acquisition values.

gaussian_mes

Use the max-value entropy to calculate the acquisition values.

gaussian_pi

Use the probability of improvement to calculate the acquisition values.