jellyfish18/ckd-prediction-api

Chronic Kidney Disease Prediction API

FastAPI backend serving CKD predictions from 12 trained models (ML + Neural Network + Federated Learning).

Endpoints

• —GET / — health check
• —POST /predict — predict CKD from patient features

Model files required (upload to models/ folder)

• —scaler.pkl
• —knn.pkl, dtc.pkl, rf.pkl, ada.pkl, gb.pkl, sgb.pkl
• —xgb.pkl, cat.pkl, etc.pkl, lgbm.pkl
• —nn_model.keras
• —fl_global_model.keras