DualLMAD

Multivariate Time Series Anomaly Detection based on Pre-trained Models with Dual-Attention Mechanism

Get Start

Install dependencies (with python 3.8+)

(virtualenv is recommended)

pip install -r requirements.txt 

Get data

You can obtain the SMD, SMAP, MSL datasets from [Google Drive]

Acknowledgement

We appreciate the following github repos a lot for their valuable code:

https://github.com/thuml/Time-Series-Library

https://github.com/DAMO-DI-ML/NeurIPS2023-One-Fits-All