Summary With advancing technology, we see the widespread use of Machine Learning in almost all industries. But can a vector-based numerical design program work with ML? The answer to this question is a definite "Yes, it can." The "Shapely geometry" package not only allows users to manipulate 2D geometries but also integrates seamlessly with ML. In