Isn’t the biggest deficiency the library makes no attempt to help the user determine how well each model has been fitted, whether it’s under or over fitted or fitted well?

I don’t really get the value of this library as you can’t compare the models fairly as each has to be tuned appropriately, and the parameters to tweak differ between the model types.

Maybe someone else can see the value but it’s not clear to me.