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panelformer


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Author: Shabthana Johnson
License: MIT
Summary: A transformer-based architecture for robust panel time series forecasting, extending the Temporal Fusion Transformer with multi-scale decomposition, Segment-wise Attention, cross-entity attention, and adaptive trend-seasonal modeling.
Latest version: 0.2.4
Required dependencies: lightning | numpy | pandas | pytorch-forecasting | scikit-learn | torch

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