HigeNet

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