Botorch Continuous Search
=========================

:class:`~alf_tools.optimizer.search.botorch_continuous_search.BotorchContinuousSearch` is a search function for continuous optimisation with BoTorch.
It returns an empty candidate list, which signals :class:`~alf_tools.optimizer.acquisition_functions.botorch_acquisition.BoTorchAcquisition` to generate
candidates by optimising the acquisition function directly in continuous space
(via ``optimize_acqf``) rather than scoring a discrete pool.

Use it with continuous search spaces where gradient-based candidate generation is
desired; the acquisition function must be constructed with ``bounds``.

.. automodule:: alf_tools.optimizer.search.botorch_continuous_search
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