Simple LSTM prediction example

This example shows the implementation of an LSTM layer used to predict the following samples of a signal based on the first few samples

This code implements an LSTM layer as described in (Graves et al. 2013). It can predict the 7 missing samples of random 10-sample-long sequences based on the first 3 samples. It shows every step of the gradient calculations