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Train Forward Compiled-Additive-Prior HPM x3

uv run nba-train-compiled-additive-prior-hpm-x3 --through-season 2025-26 \
  2>&1 | tee artifacts/logs/compiled-additive-prior-hpm-x3-2025-26.log

Follow the run:

tail -f artifacts/logs/compiled-additive-prior-hpm-x3-2025-26.log

The run performs one strictly forward seasonal update at a time. At season \(t+1\), it uses only the season-\(t\) linear HPM x3 coefficients and lagged player profiles. After training completes, evaluate it using the standard three-season frozen comparison:

uv run nba-evaluate-compiled-additive-prior-hpm-x3 \
  2>&1 | tee artifacts/logs/compiled-additive-prior-hpm-x3-frozen.log