Symmetry Discovery Questionnaire

What Is It?

This skill helps you discover hidden symmetries in your data through a structured collaborative process. Symmetries are transformations that leave important properties unchanged - and building them into neural networks dramatically improves performance (better sample efficiency, faster convergence, improved generalization).

You don't need to know group theory. This skill guides you through domain-specific questions to uncover what symmetries might be present.

Workflow

Copy this checklist and track your progress: