non-stationary-time-series

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jsawyerdev / fan-natgas-forecasting

Natural gas time-series forecasting research in PyTorch: Frequency Adaptive Normalization (FAN), RevIN, and DLinear benchmarks on Dukascopy hourly data.

python deep-learning time-series signal-processing pytorch forecasting fft dukascopy normalization commodities natural-gas time-series-forecasting neurips quantitative-research revin dlinear non-stationary-time-series frequency-adaptive-normalization

Updated Sep 14, 2026
Python

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