The practical portion of the tutorial will take you through a Jupyter notebook on how to build your own LSTM language model for Game of Thrones using the Keras library.
The code and files for this section are located here.
Running the code yourself isn't necessary, but if you'd like to follow along, then you will need the following installed on your machine or in your environment:
- Python 3
- Jupyter
- NumPy
- Pandas
- Keras
- Tensorflow
The specific versions I'm using can be found in the requirements.txt file in the repo.
You'll also need to download the .txt files of all the Game of Thrones books, and the .json files containing all of the subtitles from the show.