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