The tsibble package looks polished for working with time-indexed data. We have geo and time-indexed data, which complicates things a bit, but would be nice to reuse their work.
Discussion already happened in #7, this issue might be retreading old ground.
But other than that, there is also the fable package, which might be useful for some ideas in epipredict.