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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

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Install / Use

/learn @easysam/Autoformer
About this skill

Quality Score

0/100

Supported Platforms

Universal

README

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

easysam

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GitHub Stars19
CategoryDevelopment
Updated1y ago
Forks1
easysam/Autoformer

Security Score

60/100

Audited on Feb 21, 2025

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