See http://fastml.com/deep-learning-made-easy/ for description.
rf.r - train a random forest, output test predictions
rf_val.r - train a random forest in validation mode
sparse_filtering_big.m - run sparse filtering using extra data
sparse_filtering_small.m - run sparse filtering using only train and test files