order-optimization

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tokar821 / auto-order-ml

MVP for retail demand forecasting and automated replenishment. LightGBM forecast per store×SKU, order optimization with expiration cap, and configurable policy modes (service-first, waste-first, balanced).

python machine-learning time-series lightgbm retail demand-forecasting inventory-optimization order-optimization

Updated Mar 13, 2026
Python

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