---
license: mit
---

# Irregular Time Series Datasets

This repository contains processed files of irregular time series datasets.

Original files come from:

- [Raindrop](https://openreview.net/forum?id=Kwm8I7dU-l5)

  ```
  @inproceedings{zhang2021graph,
  Title = {Graph-Guided Network For Irregularly Sampled Multivariate Time Series},
  author = {Zhang, Xiang and Zeman, Marko and Tsiligkaridis, Theodoros and Zitnik, Marinka},
  booktitle = {International Conference on Learning Representations, ICLR},
  year      = {2022}
  }
  ```

  which provides processed datasets:

  - P19 (PhysioNet Sepsis Early Prediction Challenge 2019): https://doi.org/10.6084/m9.figshare.19514338.v1

    Files are stored at `P19data`.
  - P12 (PhysioNet Mortality Prediction Challenge 2012): https://doi.org/10.6084/m9.figshare.19514341.v1

    Files are stored at `P12data`. Extracted raw files have been removed.
  - PAM (PAMAP2 Physical Activity Monitoring): https://doi.org/10.6084/m9.figshare.19514347.v1

    Files are stored at `PAMdata`.