Investigation Into The Effectiveness Of Long Short Term Memory Networks For Stock Price Prediction

We explore the effectiveness of using Long Short Term Memory Networks (LSTM) for predicting stock prices. We will construct, test and compare a range of architectures of LSTMs trained via backpropagation through time (BPTT).