Forecasting directional movements of stock prices for intraday trading using LSTM and random forests

Pushpendu Ghosh, Ariel Neufeld, Jajati Keshari Sahoo

We employ both random forests and LSTM networks (more precisely CuDNNLSTM) as training methodologies to analyze their effectiveness in forecasting out-of-sample directional movemen…