Jason Brownlee

The Long Short-Term Memory recurrent neural network was developed for sequence prediction.

In addition to sequence prediction problems. LSTMs can also be used as a generative model

In this post, you will discover how LSTMs can be used as generative models.

After completing this post, you will know:

About generative models, with a focus on generative models for text called language modeling.
Examples of applications where LSTM Generative models have been used.
Examples of how to model text for generative models with LSTMs.

Let’s get started.