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Official implementation of FreCT: Frequency-augmented Convolutional Transformer for Time Series Anomaly Detection

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introduce

The official implementation of "FreCT:Frequency-augmented Convolutional Transformer for Time Series Anomaly Detection". This paper is accepted by ICIC 2025.

run

bash ./scripts/run_FreCT.sh

dependency

  1. python==3.9.18
  2. pytorch==2.2.2
  3. scipy==1.12.0
  4. sklearn==1.3.0
  5. tqdm==4.66.2
  6. dgl==2.1.0+cu121
  7. networkx==2.5.1
  8. numpy==1.26.4
  9. pyg==2.5.2
  10. pandas==1.4.1

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Official implementation of FreCT: Frequency-augmented Convolutional Transformer for Time Series Anomaly Detection

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