alexjc/nuclai16 repository overview

⁠Recurrent Neural Networks

1. 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