docs/python_docs/python/api/gluon/rnn/index.rst

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gluon.rnn
=========

Build-in recurrent neural network layers are provided in the following two modules:


.. autosummary::
    :nosignatures:

    mxnet.gluon.rnn

.. currentmodule:: mxnet.gluon

Recurrent Cells
---------------

.. autosummary::
    :nosignatures:

    rnn.LSTMCell
    rnn.GRUCell
    rnn.RecurrentCell
    rnn.LSTMPCell
    rnn.SequentialRNNCell
    rnn.BidirectionalCell
    rnn.DropoutCell
    rnn.VariationalDropoutCell
    rnn.ZoneoutCell
    rnn.ResidualCell

Convolutional Recurrent Cells
-----------------------------

.. autosummary::
    :nosignatures:

    rnn.Conv1DLSTMCell
    rnn.Conv2DLSTMCell
    rnn.Conv3DLSTMCell
    rnn.Conv1DGRUCell
    rnn.Conv2DGRUCell
    rnn.Conv3DGRUCell
    rnn.Conv1DRNNCell
    rnn.Conv2DRNNCell
    rnn.Conv3DRNNCell

Recurrent Layers
----------------

.. autosummary::
    :nosignatures:

    rnn.RNN
    rnn.LSTM
    rnn.GRU

API Reference
-------------
.. automodule:: mxnet.gluon.rnn
    :members:
    :imported-members:
    :autosummary: