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Implementation of the paper "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting", https://arxiv.org/abs/2106.13008

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Autoformer

Implementation of the paper "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting", https://arxiv.org/abs/2106.13008

Plan

  1. Auto-Correlation
  • R_{XX}(\tau)
  1. SeriesDecomp
  • Padding
  • AvgPool
  1. Feed Forward
  2. Encoder
  3. Decoder
  4. Autoformer

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Implementation of the paper "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting", https://arxiv.org/abs/2106.13008

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