symmetry-validation-suite
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
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