[cityhall]

I can get a much better idea how my ML models will behave at scale if I prototype on my 16GB MBP than if I only had whatever ram is leftover from 8GB after Chrome and everything use up most of it. It's no match for server GPUs but I can run multiple Jupyter notebooks with decent size datasets loaded and not have to think about it.