Returns a list of the most similar other items

def similar_items(self, itemid, N=10):
        """ Returns a list of the most similar other items """
        if itemid >= self.similarity.shape[0]:
            return []

        return sorted(list(nonzeros(self.similarity, itemid)), key=lambda x: -x[1])[:N]