Simple LSTM deep neural network to predict a sine wave function
generator.py - generates the sine wave
nn.py - used for training and saving the model to model.h5
prediction.py - is used to make new predictions using the saved model
the neural network is a encoder-decoder type, with 4 layers; 4, 1, 4, 1 neurons respectively.
prediction.py output:
