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Demand Forecasting Interactive Demo

Explore model results, compare architectures, and step through the Encoder-Decoder pipeline

Click a model to highlight it. All six models benchmarked on the M5 dataset (42,840 time series, 28-day forecast horizon).

MAE Comparison

Training Time

Parameter Count

Simulated 28-day forecast for a sample product. Select a model to see its prediction overlay.

Step through the Encoder-Decoder Transformer pipeline to understand how a 28-day input window produces a 28-day forecast.

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