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Topological Attention (TAN)

Dear visitor,

thank you for your interest in our work and welcome to this repository.

The latter is dedicated, to provide the official (PyTorch) implementation of

Topological Attention for Time Series Forecasting
S. Zeng, F. Graf, C. Hofer and R. Kwitt
NeurIPS 2021.

Unfortunately, our code base has not yet reached the status we are aiming for. I.e., a self-contained version of our model with multiple applications, including electricity and traffic data, as well as thorough documentation and replication of the results in the paper.

We apologize and ask for a little more patience; stay tuned :slightly_smiling_face: !

Code release expected by September 2023.

<!--- > If you use this code, please cite our work as: ``` @inproceedings{Zeng21a, author = {S.~Zeng and F.~Graf and C.~Hofer and R.~Kwitt}, title = {Topological Attention for Time Series Forecasting}, booktitle = {NeurIPS}, year = {2021}} ```