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HigeNet

Python 3.6 PyTorch 1.2 cuDNN 7.3.1

Requirements

  • Python 3.6
  • matplotlib == 3.1.1
  • numpy == 1.19.4
  • pandas == 0.25.1
  • scikit_learn == 0.21.3
  • torch == 1.8.0

Dependencies can be installed using the following command:

pip install -r requirements.txt

Data

The AIOPS dataset used in the paper can be download in the repo AIOPSdataset. The required data files should be put into data/DM_TS/ folder. A demo slice of the ETT data is illustrated in the following figure.



Figure 3. An example of the ETT data.

Usage