# Optional ML stack for ACSP thesis baselines (training + sklearn inference engines).
# Install: pip install -r platform/backend/requirements.txt -r platform/backend/requirements-ml.txt
# Use Python 3.11–3.12 for reliable binary wheels (pydantic-core / sklearn).
# Default API/processor with ai_engine=mock does not require these.

numpy>=1.26,<3
scikit-learn>=1.4,<2
joblib>=1.3,<2
pandas>=2.1,<3
# Optional SHAP for thesis figures: pip install shap
