GDformer

GDformer: Going Beyond Subsequence Isolation for Multivariate Time Series Anomaly Detection

Get Started

Install Python 3.6, PyTorch >= 1.4.0.
Download data. You can obtain the benchmark data from the Github Repository of DCdetector ( here ).
Train and evaluate. We provide the experiment scripts of all benchmarks under the folder ./scripts. You can reproduce the experiment results as follows:

bash ./scripts/PSM.sh
bash ./scripts/MSL.sh
bash ./scripts/SMAP.sh
bash ./scripts/SWaT.sh

Name		Name	Last commit message	Last commit date
Latest commit History 8 Commits
.idea		.idea
data_factory		data_factory
model		model
scripts		scripts
utils		utils
README.md		README.md
main_OT.py		main_OT.py
solver_OT.py		solver_OT.py