A quick idea.
Ones my math teacher said that there were those who thought rational numbers were all that was needed. Maybe they can provide some benefit after all. But to calculate with those is more complex so here is when machine learning is of use.
So my idea is to see if rational numbers a/b could be used in machine learning.