Acquisition
======================

This module contains various acquisition functions used in the illumination library.

Posterior Mean
--------------
.. currentmodule:: illumination.functions.acquisition

.. autoclass:: Posterior_Mean
   :members:
   :undoc-members:
   :show-inheritance:

Upper Confidence Bound
----------------------
.. currentmodule:: illumination.functions.acquisition

.. autoclass:: Upper_Confidence_Bound
   :members:
   :undoc-members:
   :show-inheritance:

Expected Improvement
---------------------
.. currentmodule:: illumination.functions.acquisition

.. autoclass:: Expected_Improvement
   :members:
   :undoc-members:
   :show-inheritance:

Log Expected Improvement
-------------------------
.. currentmodule:: illumination.functions.acquisition

.. autoclass:: Log_Expected_Improvement
   :members:
   :undoc-members:
   :show-inheritance: