Time series forecasting, Text, and music generation scenarios have made made great strides recently using LSTM Neural Networks. In this article, learn how to train a LSTM Neural Network for text generation in the style of H. P. Lovecraft.

A LSTM (Long Short-term Memory) Neural Network is just another kind of Artificial Neural Network, which falls in the category of Recurrent Neural Networks.

What makes LSTM Neural Networks different from regular Neural Networks is, they have LSTM cells as neurons in some of their layers.

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