Train NAIL-RAPM v1.3 Additive Profiles

Build the assisted-shot profile mart first:

uv run nba-build-assisted-shot-taxonomy --workers 4

Train the recursive candidate and mirror durable progress to a log:

uv run nba-train-nail-v13-additive-profiles \
  --log-path artifacts/logs/nail-v13-additive-profiles.log

Replay the three frozen seasons:

uv run nba-evaluate-nail-v13-additive-profiles \
  --log-path artifacts/logs/nail-v13-additive-profiles-frozen.log

Progress lines are intentionally append-only so they are readable with:

tail -f artifacts/logs/nail-v13-additive-profiles-frozen.log

Run the required 10,000-draw paired bootstrap gate after the frozen replay:

uv run nba-bootstrap-nail-v13-additive-profiles

Generate the all-season additive-weight trajectories and the accompanying stability summary:

uv run nba-audit-nail-v13-additive-weights

The candidate is not eligible for promotion when the upper end of the paired 95% interval for full-game RMSE exceeds 0.5% of the incumbent's RMSE in the pooled sample or any individual frozen season.