import numpy as np

NUMERIC_COLS_TO_SCALE = {{ columns }}
{{ train_dataset }}[NUMERIC_COLS_TO_SCALE] = np.log1p({{ train_dataset }}[NUMERIC_COLS_TO_SCALE]).replace([np.inf, -np.inf], np.nan).fillna({{ train_dataset }}[NUMERIC_COLS_TO_SCALE].mean())

