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nucl.ai Conference 2016
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Recurrent Neural Networks

0. Installation

We suggest installing Docker <https://docker.com>_ to run the code. Then you can enter a bash prompt within the image as follows:

.. code:: bash

docker run -it alexjc/nuclai16:lstm

There is no output from this docker container, just text printed on the console.

1. Long Short-Term Memory

Using pre-trained data:

.. code:: bash

python tweet.py --load lstm512

python tweet.py --load lstm256x3

Training it yourself:

.. code:: bash

python tweet.py --train --save lstm64

2. Simple Sequence To Sequence

.. code:: bash

python s2s.py

3. Complex Sequence To Sequence

.. code:: bash

python reply.py
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alexjc
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