XGBoost examples

[nathancday]

Goal: Design at least one notebook to showcase how to use XGBoost models in lieu of Ranklib ones.

Linked to better documentation for XGBoost in ES-LTR https://github.com/o19s/elasticsearch-learning-to-rank/issues/353