Learning-based Solver
=====================

.. currentmodule:: virne.solver.learning

.. autosummary::

    GaeClusteringSolver
    HopfieldNetworkSolver
    MctsSolver
    PgMlpSolver
    PgCnnSolver
    PgCnn2Solver


Unsupervised Learning-based Solver
----------------------------------


GaeClusteringSolver
~~~~~~~~~~~~~~~~~~~

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    Documentation
    ^^^

    .. autoclass:: GaeClusteringSolver
        :members:
        :private-members:


HopfieldNetworkSolver
~~~~~~~~~~~~~~~~~~~~~

.. card::
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    Documentation
    ^^^

    .. autoclass:: HopfieldNetworkSolver
        :members:
        :private-members:


Reinfocement Learning-based Solver
----------------------------------


MctsSolver
~~~~~~~~~~

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    Documentation
    ^^^

    .. autoclass:: MctsSolver
        :members:
        :private-members:


PgMlpSolver
~~~~~~~~~~~

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    Documentation
    ^^^

    .. autoclass:: PgMlpSolver
        :members:
        :private-members:


PgCnnSolver
~~~~~~~~~~~

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    Documentation
    ^^^

    .. autoclass:: PgCnnSolver
        :members:
        :private-members:


PgCnn2Solver
~~~~~~~~~~~~

.. card::
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    Documentation
    ^^^

    .. autoclass:: PgCnn2Solver
        :members:
        :private-members: