anekazek/trident-design-recommender-fastapi

TRIDENT Design Recommender FastAPI Inference Bundle

Model bundle untuk inference engine TRIDENT Physics-Guided Design Recommender.

Isi repo

• uplift_model.joblib
• cost_model.joblib
• risk_model.joblib
• artifact_manifest.json
• example_payload.json
• example_payload_wrapped.json
• app.py
• requirements.txt

Artifact info

• Version: 1.0.0
• scikit-learn: 1.6.1
• Number of trained features: 139

Outputs

• pred_uplift_bopd
• pred_cost_usd
• pred_screenout_risk
• pred_gross_value_usd
• pred_design_score_usd

Jalankan lokal

pip install -r requirements.txt
uvicorn app:app --host 0.0.0.0 --port 8000

Health check

curl http://127.0.0.1:8000/health

Predict

curl -X POST "http://127.0.0.1:8000/predict" \
  -H "Content-Type: application/json" \
  -d @example_payload_wrapped.json