What s a good way to try multiple model types with the meta

Question

What s a good way to try multiple model types with the meta estimators like `RandomizedSearchCV` in `dask ml` `map`

Kevin Kho · Answer

Very naive about this but doesn t one meta estimator already use all available workers so you run into resource contention

Kevin Kho · Answer

Map feels like there s two levels of abstraction if you know what I mean It seems off because it should either be `map` or the `dask ml` right

Matt Alhonte · Answer

Maybe I dunno how it worker under the hood sweat smile Currently just using multiple Prefect tasks which tbh is fine but I was wondering if I could avoid multiple loads of the data and it s big enough that passing it through the Scheduler causes problems