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 TiDE #393

Closed
1 task done
WenjieDu opened this issue May 9, 2024 · 0 comments
Closed
1 task done

Add TiDE #393

WenjieDu opened this issue May 9, 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 May 9, 2024

1. Model description

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

@article{das2023tide,
title={Long-term Forecasting with Ti{DE}: Time-series Dense Encoder},
author={Abhimanyu Das and Weihao Kong and Andrew Leach and Shaan K Mathur and Rajat Sen and Rose Yu},
journal={Transactions on Machine Learning Research},
issn={2835-8856},
year={2023},
url={https://openreview.net/forum?id=pCbC3aQB5W},
}

2. Check open-source status

  • The model implementation is publicly available

3. Provide useful information for the implementation

https://github.com/google-research/google-research/blob/master/tide

@WenjieDu WenjieDu added the enhancement New feature or request label May 9, 2024
@WenjieDu WenjieDu self-assigned this May 9, 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