Hands-On Machine Learning for Algorithmic Trading

Multivariate time-series regression

So far, we have limited our modeling efforts to single time series. RNNs are naturally well suited to multivariate time series and represent a non-linear alternative to the Vector Autoregressive (VAR) models we covered in Chapter 8, Time Series Models. See the multivariate_timeseries notebook for implementation details.