Univariate Regression with SpatioTemporal Dynamics

[ggmirandac]

Hi,

I was working on time series analysis, specially in systems where various parameters interact to an end. I was setting the model, but I only manage to do a n->n forecasting, this means that the model predicts all the channels passed to it. But, I think it would be nice to have a n->1 forecasting to specialize the model in one specific problem.

In this case, I think the main issue is in the way the SpatioTemporalDataset class is implemented, given that the target is the only thing modifiable and there is no input argument. Also, it would be cool to have the usage of the covariates and exogenous variables in a tutorial.

Thanks btw for the repo and software. I has been amazing learning how to use it.