Flyingarrow-12/DEMAND_FORECASTING_FOR_SMALL

🛍️ Retail Demand Forecasting App

Forecast future retail sales using historical data with the power of machine learning and Hugging Face models.

🚀 Features

• —📁 Upload weekly sales Excel file (Date and Sales columns)
• —🤖 Forecast future demand using a time series transformer model (amazon/etsformer-etth1)
• —📈 Interactive sales plot with forecast overlay
• —📊 View forecast in a downloadable table
• —📥 Download forecast as a CSV file
• —💬 Coming Soon: LLM-powered “Chat with My Forecast”

📊 Use Case

Retailers and small business owners often struggle with inventory planning due to uncertain demand. This tool helps forecast upcoming demand, so you can:

• —Reorder smartly
• —Avoid stock-outs or overstock
• —Make informed supply decisions

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference