README.md

metadata

license: mit
task_categories:
  - time-series-forecasting
tags:
  - time-series
  - forecasting
pretty_name: Time Series PILE

Time Series PILE

We compiled The Time-series Pile, a large collection of publicly available data from diverse domains, ranging from healthcare to engineering to finance. The Time-series Pile comprises of over 5 public time-series databases, from several diverse domains for pre-training and evaluation.

Time Series PILE Description

Citation

BibTeX: If you use MOMENT please cite our paper:

@inproceedings{goswami2024moment,
  title={MOMENT: A Family of Open Time-series Foundation Models},
  author={Mononito Goswami and Konrad Szafer and Arjun Choudhry and Yifu Cai and Shuo Li and Artur Dubrawski},
  booktitle={International Conference on Machine Learning},
  year={2024}
}

APA:

Goswami, M., Szafer, K., Choudhry, A., Cai, Y., Li, S., & Dubrawski, A. (2024). MOMENT: A Family of Open Time-series Foundation Models. arXiv preprint arXiv:2402.03885.