aredwing/tarantino

Character-level LSTM to generate Quentin Tarantino-esque movie scripts

Tarantino Script Generator

Code and data to build a character-level, bidirectional LSTM trained to generate text like Quentin Tarantino's screenplays. See more info in this short post.

There are 4 directories contained within this repo:

clean_text: Landing spot for processed text files
raw_text:   Raw text files ripped from the vector pdfs of each screenplay
outout:     Output directory for saved model weights
src:        Collection of user-defined functions for building the model

Running the model:

The Jupyter notebook TarantinoMovieGeneration.ipynb walks through data processing, building the model, training the model, and generating text.

Requirements:

python==3.7.4
keras==2.2.4
tensorflow==1.14.0
numpy==1.17.1
sklearn==0.21.3