https://github.com/adityalab/tat
https://github.com/adityalab/tat
Last synced: 28 days ago
JSON representation
- Host: GitHub
- URL: https://github.com/adityalab/tat
- Owner: AdityaLab
- License: mit
- Created: 2024-12-11T19:50:26.000Z (5 months ago)
- Default Branch: main
- Last Pushed: 2025-02-11T05:51:53.000Z (3 months ago)
- Last Synced: 2025-02-11T06:29:21.101Z (3 months ago)
- Language: Jupyter Notebook
- Size: 757 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# TAT: Temporal-Aligned Transformer for Multi-Horizon Industrial Demand Forecasting on Promotional Events
## Publication
Implementation of the paper "TAT: Temporal-Aligned Transformer for Multi-Horizon Industrial Demand Forecasting on Promotional Events"
Authors: Zhiyuan (Leo) Zhao 1,2, Sitan Yang2, Kin G. Olivares2, Boris N. Oreshkin2, Stan Vitebsky2, Michael W. Mahoney2, B. Aditya Prakash1, Dmitry Efimov2
Affiliation: 1. Georgia Institute of Technology; 2. Amazon
Placement: TBD
Paper + Appendix: TBD
## Contact
If you have any questions regarding the code and paper, please contact Zhiyuan (Leo) Zhao at ```leozhao1997[at]gatech[dot]edu```.
## Ackowledgement
This repo is built on or referring to the following established repo:
[https://github.com/google-research/google-research/tree/master/tft](https://github.com/google-research/google-research/tree/master/tft)
[https://github.com/thuml/Time-Series-Library](https://github.com/thuml/Time-Series-Library)