===================== Bayesian Optimization ===================== Overview -------- The way to access the Bayesian optimization (BO) code used to help search the hyper-parameter space of an echo state network (ESN) is via the :func:`~parallel_esn.bo.BO` class. This allows one define ranges for the relevant hyper-parameters for the ESN model and provides functionality to update the underlying Gaussian process. Function Documentation ---------------------- .. autoclass:: parallel_esn.bo.BO :members: