Proposals
=========

.. toctree::
   :maxdepth: 2
   :caption: Contents:

.. autosummary::
    :nosignatures:

    tinyDA.IndependenceSampler
    tinyDA.GaussianRandomWalk
    tinyDA.AdaptiveMetropolis
    tinyDA.CrankNicolson
    tinyDA.OperatorWeightedCrankNicolson
    tinyDA.DREAMZ
    tinyDA.MALA
    tinyDA.KernelMALA
    tinyDA.PoissonPointProposal
    tinyDA.MLDA
   
Independence Sampler
--------------------

.. autoclass:: tinyDA.IndependenceSampler
    :members:

    .. automethod:: __init__

Gaussian Random Walk
--------------------

.. autoclass:: tinyDA.GaussianRandomWalk
    :members:

    .. automethod:: __init__

Adaptive Metropolis
-------------------

.. autoclass:: tinyDA.AdaptiveMetropolis
    :members:

    .. automethod:: __init__

preconditioned Crank-Nicolson
-----------------------------

.. autoclass:: tinyDA.CrankNicolson
    :members:

    .. automethod:: __init__

Operator-weighted pCN
---------------------

.. autoclass:: tinyDA.OperatorWeightedCrankNicolson
    :members:

    .. automethod:: __init__

DREAM(Z)
--------

.. autoclass:: tinyDA.DREAMZ
    :members:

    .. automethod:: __init__

DREAM
-----

.. autoclass:: tinyDA.DREAM
    :members:

    .. automethod:: __init__

Metropolis Adjusted Langevin Algorithm
--------------------------------------

.. autoclass:: tinyDA.MALA
    :members:

    .. automethod:: __init__

Kernel MALA
-----------

.. autoclass:: tinyDA.KernelMALA
    :members:

    .. automethod:: __init__

Poisson Point Proposal
----------------------

.. autoclass:: tinyDA.PoissonPointProposal
    :members:

    .. automethod:: __init__

MLDA
----
.. autoclass:: tinyDA.MLDA
    :members:

    .. automethod:: __init__