This repo is the research implementation of the following paper:
M. L. Potter, I. Yıldız Potter, M. Sznaier, O. Camps, “Dynamics-aware Representation Learning via Multivariate Time Series Transformers”, European Symposium on Artificial Neural Networks (ESANN), 2022
- Refer to https://github.com/mlpotter/DeepKoopmanLusch for Lusch et al implementation.
- Refer to https://github.com/mlpotter/DeepKoopmanSimple Geneva et al implementation.
- Refer to https://github.com/gzerveas/mvts_transformer for Zerveas et al Transformer Classifier baseline.
Code is messy, this is for research purposes.