FFT-guided period selection + 2D Inception CNN + embedding-aware adaptive probabilistic head for multivariate time-series forecasting.
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Feb 16, 2026 - Python
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timesnet
Here are 3 public repositories matching this topic...
Deep learning models for classifying powder materials using multi-wavelength optical scattering signals. Achieves 99% accuracy with TimesNet on RGB light scattering time series.
deep-learning pytorch transformer lstm attention-mechanism mamba time-series-classification particle-classification timesnet optical-sensing
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Apr 18, 2026 - Python
Research-only DL sequence modeling (ToyTimesNet-style) for XAUUSD time series. Windowing, training, and evaluation under academic constraints.
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Dec 13, 2025 - Python
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