mlp.ipynb, xgboost.ipynb: same flow as scripted trainers (config → prepare_dataset → 70/15/15 → metrics → checkpoint + log → LOPO over 9 people).
mlp.ipynb
xgboost.ipynb
prepare_dataset
Jupyter + project venv; cwd = repo root or notebooks/.
notebooks/
