Train NAIL-RAPM Additive-Only Context Ablation
This controlled ablation keeps NAIL-RAPM v1.0's recursive player-prior pipeline unchanged, but retains only its eight lineup-additive basketball profile coordinates. It removes the six non-additive lineup coordinates.
uv run nba-train-nail-additive-only-context --through-season 2025-26
uv run nba-evaluate-nail-additive-only-context
The second command compares the newly trained artifact directly against NAIL-RAPM v1.0 across the fixed 2023-24 through 2025-26 regular-season and pooled-playoff cohorts. It never refits on a target season.