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.
How to use
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