The IPython notebook can be downloaded here.
The notebook requires XGBoost to be installed as well as the ODLinear and LVQ packages from this website.
The notebook requires two datasets: the phl_hec_all_kepler.csv file can be downloaded here; the exoplanet.eu_catalog.csv file can be found here.