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---
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`.
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