I was thinking more about this, and because stochastic occupancy scheduling is turned off, I actually don't think the weekend feature will provide any explanatory power at all. So maybe for right now we just trim off this feature, since it is broken anyway and it makes the convolutions more expensive. wdyt?

I think probably the best test is to fit the model with and without the feature and see if the validation loss is better, worse, or unchanged.