Deep Learning for Trading: LSTM Basics for Pairs Trading

We will explore Long Short-Term Memory Networks (LSTM networks) because this deep learning technique can be helpful in sequential data such as time series. As its name suggests, it can ‘remember’ previous observations, which wouldn’t be so necessary in non-sequential data, but especially helpful for time series data like the financial markets. This is the…
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August 27, 2017 2