Early stopping for ALS

[characat0]

Following on #9, we could add the ability to stop on certain conditions defined by the user (every k steps, and on metrics that are quick to compute), right now in my company we hacked a solution for early stopping by using the callback function passed when fitting a model.
We can work on a PR with a more clean approach for this feature, any thoughts on this?