Policies
=========

``BanditPolicyBase``
--------------------
.. autoclass:: numpy_ml.bandits.policies.BanditPolicyBase
    :members:
    :undoc-members:
    :inherited-members:

``EpsilonGreedy``
-----------------
.. autoclass:: numpy_ml.bandits.policies.EpsilonGreedy
    :members:
    :undoc-members:
    :show-inheritance:

``UCB1``
--------
.. autoclass:: numpy_ml.bandits.policies.UCB1
    :members:
    :undoc-members:
    :show-inheritance:

``ThompsonSamplingBetaBinomial``
--------------------------------
.. autoclass:: numpy_ml.bandits.policies.ThompsonSamplingBetaBinomial
    :members:
    :undoc-members:
    :show-inheritance:

``LinUCB``
--------------------------------
.. autoclass:: numpy_ml.bandits.policies.LinUCB
    :members:
    :undoc-members:
    :show-inheritance: