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CONTRIBUTING.md

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Instructions for Contributing to TSlib

Sincerely thanks to all the researchers who want to use or contribute to TSlib.

Since our team may not have enough time to fix all the bugs and catch up with the latest model, your contribution is essential to this project.

(1) Fix Bug

You can directly propose a pull request and add detailed descriptions to the comment, such as this pull request.

(2) Add a new time series model

Thanks to creative researchers, extensive great TS models are presented, which advance this community significantly. If you want to add your model to TSlib, here are some instructions:

  • Propose an issue to describe your model and give a link to your paper and official code. We will discuss whether your model is suitable for this library, such as this issue.
  • Propose a pull request in a similar style as TSlib, which means adding an additional file to ./models and providing corresponding scripts for reproduction, such as this pull request.

Note: Given that there are a lot of TS models that have been proposed, we may not have enough time to judge which model can be a remarkable supplement to the current library. Thus, we decide ONLY to add the officially published paper to our library. Peer review can be a reliable criterion.

Thanks again for your valuable contributions.