Gentle Introduction to Generative Long Short-Term Memory Networks

Last Updated on August 14, 2019

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.

Kick-start your project with my new book Long Short-Term Memory Networks With Python, including step-by-step tutorials and the Python source code files for all examples.

Let’s get started.

Gentle Introduction to Generative Long Short-Term Memory Networks
Photo by Fraser Mummery, some rights reserved.