liuxu77 / LargeST

LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting (NeurIPS 2023 DB Track)
MIT License
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Horizon as a Dimension #5

Closed dawson-miller closed 3 months ago

dawson-miller commented 8 months ago

Very cool paper. What is the reason for having the forecast horizon as a dimension? Unless the horizon == seq_length or horizon == 1, the dimensions of the label and prediction are incompatible.

The horizon would ideally be isolated to the data loader and affect only the data returned, not the dimension.