Though quite an interesting solution and an appropriate one for ML, I think, given the sporadic and temporally limited nature of the availability data they rece

Though quite an interesting solution and an appropriate one for ML, I think, given the sporadic and temporally limited nature of the availability data they receive from the stores. After all, that a store has 100 cans of soda right now doesn't mean they'll have any when my order is being picked in 2 days time.