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N-BEATS — Beating Statistical Models with Pure Neural Nets

SOTA time series forecasting with residual stacks and meta-learning

The M competitions[1] are a prestigious series of forecasting challenges organised to compare and advance forecasting research. In the past, statistical algorithms have always won it. Tried and tested models like ARIMA and Exponential Smoothing produce…