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Improve runtime of `LightGBMArray` for long-horizon forecasting

Open paxcema opened this issue 2 years ago • 0 comments

Two main approaches:

  • Disable optuna hyperparam search past some threshold.
  • Opt for a recursive strategy instead of direct (i.e. same regressor trained for all timesteps v/s one for each step).

paxcema avatar Aug 11 '22 14:08 paxcema