lightwood
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Improve runtime of `LightGBMArray` for long-horizon forecasting
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).