Source code of Modeling Heterogeneous Normality in Time Series Anomaly Detection
- Install dependencies in
environment.ymlusing conda. - run main.py for sample usage.
- Data set: You can find the sample input data set in the "datasets" folder. Due to the file size limit, we upload the representative subsets of TSB-AD-U and TSB-AD-M, respectively.
Python 3.8
Troch == 1.10.0+cu113
pandas == 1.3.3
scikit-learn == 0.24.2
numpy == 1.20.1