Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Add Koopa #377

Closed
1 task done
WenjieDu opened this issue Apr 30, 2024 · 0 comments
Closed
1 task done

Add Koopa #377

WenjieDu opened this issue Apr 30, 2024 · 0 comments
Assignees
Labels
enhancement New feature or request new algo Proposing to add a new model/algorithm

Comments

@WenjieDu
Copy link
Owner

WenjieDu commented Apr 30, 2024

1. Model description

Koopa should be included in PyPOTS, and could start from the imputation task.

@inproceedings{liu2023koopa,
author = {Liu, Yong and Li, Chenyu and Wang, Jianmin and Long, Mingsheng},
booktitle = {Advances in Neural Information Processing Systems},
editor = {A. Oh and T. Neumann and A. Globerson and K. Saenko and M. Hardt and S. Levine},
pages = {12271--12290},
publisher = {Curran Associates, Inc.},
title = {Koopa: Learning Non-stationary Time Series Dynamics with Koopman Predictors},
url = {https://proceedings.neurips.cc/paper_files/paper/2023/file/28b3dc0970fa4624a63278a4268de997-Paper-Conference.pdf},
volume = {36},
year = {2023}
}

2. Check open-source status

  • The model implementation is publicly available

3. Provide useful information for the implementation

https://github.com/thuml/Koopa

@WenjieDu WenjieDu added the enhancement New feature or request label Apr 30, 2024
@WenjieDu WenjieDu self-assigned this Apr 30, 2024
@WenjieDu WenjieDu added the new algo Proposing to add a new model/algorithm label May 9, 2024
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
enhancement New feature or request new algo Proposing to add a new model/algorithm
Projects
None yet
Development

No branches or pull requests

1 participant