A comprehensive implementation of retail demand forecasting using LightGBM, featuring advanced time series feature engineering and custom evaluation metrics.
-
Updated
Jan 31, 2025 - Jupyter Notebook
#
retail-demand
Here are 2 public repositories matching this topic...
Predict next-month SKU demand for 100k+ retail shops. The system recommends top SKUs per shop and generates structured LLM explanations describing the demand signals behind each recommendation.
machine-learning predictive-analytics demand-forecasting fmcg explainable-ai recommendation-systems large-scale-ml ml-systems retail-analytics ranking-models retail-demand llm-applications sku-prediction ai-explanations
-
Updated
Apr 14, 2026 - Python
Improve this page
Add a description, image, and links to the retail-demand topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the retail-demand topic, visit your repo's landing page and select "manage topics."