| --- |
| 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`. |
| |
|
|
