Text Generator

This model can predict the next character given all previous characters in a sequence of data, i.e. generates text character by character.

Text Generator

This model can predict the next character given all previous characters in a sequence of data, i.e. generates text character by character.

The problem Text Generator solves

It can be trained on any text corpus and people can use it to find a completely new story based on the texts from the original one.

Challenges I ran into

I had some challenges in figuring the working of the LSTM network. Since I don't have any GPU resources, it took quite a while for me to train my model. A couple of minor issues as well but that were easily accomplishable.

Technologies used

PyTorch

Python

Long short-term memory (LSTM)

Neural Network

Discussion