Bandit Environments
===================

``Bandit``
-----------
.. autoclass:: numpy_ml.bandits.bandits.Bandit
    :members:
    :undoc-members:
    :inherited-members:


``MultinomialBandit``
-------------------------
.. autoclass:: numpy_ml.bandits.MultinomialBandit
    :members:
    :undoc-members:
    :show-inheritance:

``BernoulliBandit``
-----------------------
.. autoclass:: numpy_ml.bandits.BernoulliBandit
    :members:
    :undoc-members:
    :show-inheritance:


``GaussianBandit``
----------------------
.. autoclass:: numpy_ml.bandits.GaussianBandit
    :members:
    :undoc-members:
    :show-inheritance:

``ShortestPathBandit``
-----------------------
.. autoclass:: numpy_ml.bandits.ShortestPathBandit
    :members:
    :undoc-members:
    :show-inheritance:

``ContextualBernoulliBandit``
------------------------------
.. autoclass:: numpy_ml.bandits.ContextualBernoulliBandit
    :members:
    :undoc-members:
    :show-inheritance:

``ContextualLinearBandit``
------------------------------
.. autoclass:: numpy_ml.bandits.ContextualLinearBandit
    :members:
    :undoc-members:
    :show-inheritance: