This is code I used to participate in Kaggle competition Predicting Molecular Properties
Achieved -1.94939 score which was enough to get 202nd of 2749 teams.
Download and extract data
cd input
kaggle competitions download -c champs-scalar-coupling
unzip *.csv.zip
Optional for structrus xyz files
mkdir structures
unzip structures.zip -d structures