Introduction
In this project, generation of Simpsons TV scripts using RNNs from previous scripts is achieved. A part of the Simpsons dataset of from 27 seasons is used. The Neural Network will generate a new TV script for a scene at Moe's Tavern.
The project involves the use of embeddings to obtain contectual similarity, lower dimensionality and map words to numbers together with a lookup table. Hyperparameter optimization is additionally used. Report added as dlnd_tv_script_generation.html