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

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rnn and contrib.rnn
============================

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


.. autosummary::
    :nosignatures:

    mxnet.gluon.rnn
    mxnet.gluon.contrib.rnn

.. currentmodule:: mxnet.gluon

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

.. autosummary::
    :nosignatures:
    :toctree: _autogen

    rnn.LSTMCell
    rnn.GRUCell
    rnn.RecurrentCell
    rnn.SequentialRNNCell
    rnn.BidirectionalCell
    rnn.DropoutCell
    rnn.ZoneoutCell
    rnn.ResidualCell
    contrib.rnn.Conv1DRNNCell
    contrib.rnn.Conv2DRNNCell
    contrib.rnn.Conv3DRNNCell
    contrib.rnn.Conv1DLSTMCell
    contrib.rnn.Conv2DLSTMCell
    contrib.rnn.Conv3DLSTMCell
    contrib.rnn.Conv1DGRUCell
    contrib.rnn.Conv2DGRUCell
    contrib.rnn.Conv3DGRUCell
    contrib.rnn.VariationalDropoutCell
    contrib.rnn.LSTMPCell

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

.. autosummary::
    :nosignatures:
    :toctree: _autogen

    rnn.RNN
    rnn.LSTM
    rnn.GRU