# ML Training Memory

Apply this inside `ml/training/`.

- Prefer reproducible training scripts with explicit inputs, seeds, outputs, and metrics.
- Keep patient-identifying data out of the repository.
- Document label assumptions and cohort limitations near the training code.
- Structured models support signals and trends, not diagnosis.