Expected Improvement
====================

Expected Improvement (EI) is an acquisition function that scores candidates based on the expected
improvement over the current best observation. It balances exploitation (selecting candidates with
high predicted values) and exploration (selecting candidates with high uncertainty).

.. automodule:: alf_tools.optimizer.acquisition_functions.expected_improvement
   :members:
   :show-inheritance:
   :undoc-members: