Polytopes and Machine Learning

Understand

We introduce machine learning methodology to the study of lattice polytopes.

• With supervised learning techniques, we predict standard properties such as volume, dual volume, reflexivity, etc, with accuracies up to 100%.
• We focus on 2d polygons and 3d polytopes with Pl\"ucker coordinates as input, which out-perform the usual vertex representation.