Sequence Classification with LSTM Recurrent Neural Networks with Keras Deep Learning Tutorial

In this tutorial, we implement Recurrent Neural Networks with LSTM as an example with Keras and Tensorflow backend. The same procedure can be followed for a Simple RNN. We then implement for variable sized inputs. Recurrent Neural Networks RNN / LSTM / GRU is a very popular type of Neural Networks which captures features from time series or sequential data. It has amazing results with text and even Image Captioning.