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introduce

official implementation of "Differencing-based contrastive representation learning for time series anomaly detection"

run

bash ./scripts/run.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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