Demand forecasts whose uncertainty ranges hold when conditions shift, turned into a staffing number at a chosen service level: hierarchical probabilistic forecasting, adaptive conformal intervals, MinT reconciliation and a newsvendor decision layer.
python machine-learning time-series reproducible-research capacity-planning open-data lightgbm uncertainty-quantification operations-research demand-forecasting conformal-prediction probabilistic-forecasting hierarchical-forecasting crps forecast-reconciliation healthcare-analytics foundation-models newsvendor timesfm neural-forecasting
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Updated
Sep 20, 2026 - Python