davidadsp/annitia-data-challenge

This is a reproducible survival-prediction competition solution. Its main workflow takes challenge tables through longitudinal feature construction, endpoint-specific survival modeling and validation, then produces predictions and diagnostics. The README documents hepatic sequence and routed activity signals, a separate death-endpoint blend, and explainability outputs. The notebook builder contains the modeling workflow; the local runner executes its code cells, while a separate helper optionally uploads the generated submission. Internal modeling details are partly unsampled, so those links rely on README descriptions.