Symmetry Validation Suite

Wrong symmetry assumptions hurt model performance -- too much symmetry over-constrains, while missing symmetry wastes capacity. Validate before committing to equivariant architecture.

Workflow

Copy this checklist and track your progress:

Symmetry Validation Progress:
- [ ] Step 1: List symmetry hypotheses to test
- [ ] Step 2: Design transformation test sets
- [ ] Step 3: Run invariance/equivariance tests
- [ ] Step 4: Verify group structure
- [ ] Step 5: Analyze data distribution under transforms
- [ ] Step 6: Document validation results

Step 1: List symmetry hypotheses to test