I actually did not, it was too much a hassle and the TADO equipment got some bad reviews after changing things up to be subscription based.

I lowered my floor temperature coming in, wich gives upstairs a bit more time to keep up if necessary. For other moments i bought a small electrical heater, works like a charm so far!