Hugging Face's logo

Datasets:
splandi
/
pyrregular

ArXiv:
License:
Dataset card Files
xet
 Community
1
francesco commited on
Commit
23ddcd1
·
1 Parent(s): f416b1b

Add dataset card

Browse files
Files changed (1) hide show
  1. README.md +90 -0
README.md ADDED
@@ -0,0 +1,90 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ pretty_name: pyrregular
3
+ license:
4
+ - cc-by-4.0
5
+ - cc-by-nc-sa-4.0
6
+ - cc0-1.0
7
+ - odbl
8
+ - odc-by
9
+ - other
10
+ - unknown
11
+ license_name: dataset-specific
12
+ ---
13
+
14
+ # pyrregular datasets
15
+
16
+ Irregular time series datasets converted to the format of the
17
+ [pyrregular](https://github.com/fspinna/pyrregular) library ([paper](https://openreview.net/forum?id=qetBM8nLkf)).
18
+
19
+ ```python
20
+ from pyrregular import load_dataset
21
+ df = load_dataset("Garment.h5")
22
+ ```
23
+
24
+ The files are versioned with git tags (`data-v1`, ...); each pyrregular release
25
+ downloads one fixed version.
26
+
27
+ ## Licenses
28
+
29
+ Each dataset keeps the license of its original source; we redistribute it in a
30
+ converted format, with attribution. `unknown` means the source states no license
31
+ (most of these come from the UEA & UCR time series archive). If you hold the rights
32
+ to a dataset and want it removed or its attribution changed, please open an issue
33
+ at https://github.com/fspinna/pyrregular/issues.
34
+
35
+ | Dataset | License | Source | Citation |
36
+ |---|---|---|---|
37
+ | Abf | CC-BY-4.0 | source | [cite](https://arxiv.org/abs/2505.06047) |
38
+ | Ais | [CC-BY-4.0](https://zenodo.org/records/8064564) | [source](https://zenodo.org/records/8064564) | [cite](https://doi.org/10.5281/zenodo.8064564) |
39
+ | AllGestureWiimoteX | unknown | [source](https://timeseriesclassification.com/) | [cite](https://timeseriesclassification.com/description.php?Dataset=AllGestureWiimoteX) |
40
+ | AllGestureWiimoteY | unknown | [source](https://timeseriesclassification.com/) | [cite](https://timeseriesclassification.com/description.php?Dataset=AllGestureWiimoteY) |
41
+ | AllGestureWiimoteZ | unknown | [source](https://timeseriesclassification.com/) | [cite](https://timeseriesclassification.com/description.php?Dataset=AllGestureWiimoteZ) |
42
+ | Animals | [other](https://research.fs.usda.gov/pnw/projects/starkeyproject) | [source](https://dl.acm.org/doi/pdf/10.1145/3167132.3167225) | [cite](https://doi.org/10.1145/3167132.3167225) |
43
+ | AsphaltObstaclesCoordinates | unknown | [source](https://timeseriesclassification.com/) | [cite](https://timeseriesclassification.com/description.php?Dataset=AsphaltObstaclesCoordinates) |
44
+ | AsphaltPavementTypeCoordinates | unknown | [source](https://timeseriesclassification.com/) | [cite](https://timeseriesclassification.com/description.php?Dataset=AsphaltPavementTypeCoordinates) |
45
+ | AsphaltRegularityCoordinates | unknown | [source](https://timeseriesclassification.com/) | [cite](https://timeseriesclassification.com/description.php?Dataset=AsphaltRegularityCoordinates) |
46
+ | CharacterTrajectories | [CC-BY-4.0](https://archive.ics.uci.edu/dataset/175/character+trajectories) | [source](https://timeseriesclassification.com/) | [cite](https://doi.org/10.24432/C58G7V) |
47
+ | CombinedTrajectories | [CC-BY-NC-SA-4.0](https://www.kaggle.com/datasets/donotmess/combined-trajectories) | [source](https://www.kaggle.com/datasets/donotmess/combined-trajectories) | [cite](https://www.kaggle.com/datasets/donotmess/combined-trajectories) |
48
+ | DodgerLoopDay | [CC-BY-4.0](https://archive.ics.uci.edu/dataset/157/dodgers+loop+sensor) | [source](https://timeseriesclassification.com/) | [cite](https://doi.org/10.24432/C51P50) |
49
+ | DodgerLoopGame | [CC-BY-4.0](https://archive.ics.uci.edu/dataset/157/dodgers+loop+sensor) | [source](https://timeseriesclassification.com/) | [cite](https://doi.org/10.24432/C51P50) |
50
+ | DodgerLoopWeekend | [CC-BY-4.0](https://archive.ics.uci.edu/dataset/157/dodgers+loop+sensor) | [source](https://timeseriesclassification.com/) | [cite](https://doi.org/10.24432/C51P50) |
51
+ | Garment | [CC-BY-4.0](https://archive.ics.uci.edu/dataset/597/productivity+prediction+of+garment+employees) | [source](https://archive.ics.uci.edu/dataset/597/productivity+prediction+of+garment+employees) | [cite](https://doi.org/10.24432/C51S6D) |
52
+ | Geolife | [unknown](https://www.microsoft.com/en-us/download/details.aspx?id=52367) | [source](https://www.microsoft.com/en-us/download/details.aspx?id=52367) | [cite](https://www.microsoft.com/en-us/research/publication/geolife-gps-trajectory-dataset-user-guide/) |
53
+ | GeolifeSupervised | [unknown](https://www.microsoft.com/en-us/download/details.aspx?id=52367) | [source](https://www.microsoft.com/en-us/download/details.aspx?id=52367) | [cite](https://www.microsoft.com/en-us/research/publication/geolife-gps-trajectory-dataset-user-guide/) |
54
+ | GestureMidAirD1 | unknown | [source](https://timeseriesclassification.com/) | [cite](https://timeseriesclassification.com/description.php?Dataset=GestureMidAirD1) |
55
+ | GestureMidAirD2 | unknown | [source](https://timeseriesclassification.com/) | [cite](https://timeseriesclassification.com/description.php?Dataset=GestureMidAirD2) |
56
+ | GestureMidAirD3 | unknown | [source](https://timeseriesclassification.com/) | [cite](https://timeseriesclassification.com/description.php?Dataset=GestureMidAirD3) |
57
+ | GesturePebbleZ1 | unknown | [source](https://timeseriesclassification.com/) | [cite](https://timeseriesclassification.com/description.php?Dataset=GesturePebbleZ1) |
58
+ | GesturePebbleZ2 | unknown | [source](https://timeseriesclassification.com/) | [cite](https://timeseriesclassification.com/description.php?Dataset=GesturePebbleZ2) |
59
+ | InsectWingbeat | unknown | [source](https://timeseriesclassification.com/) | [cite](https://timeseriesclassification.com/description.php?Dataset=InsectWingbeat) |
60
+ | JapaneseVowels | [CC-BY-4.0](https://archive.ics.uci.edu/dataset/128/japanese+vowels) | [source](https://timeseriesclassification.com/) | [cite](https://doi.org/10.24432/C5NS47) |
61
+ | Ldfpa | [CC-BY-4.0](https://archive.ics.uci.edu/dataset/196/localization+data+for+person+activity) | [source](https://archive.ics.uci.edu/dataset/196/localization+data+for+person+activity) | [cite](https://doi.org/10.24432/C57G8X) |
62
+ | MelbournePedestrian | [CC-BY-4.0](https://data.melbourne.vic.gov.au/explore/dataset/pedestrian-counting-system-monthly-counts-per-hour/) | [source](https://timeseriesclassification.com/) | [cite](https://data.melbourne.vic.gov.au/explore/dataset/pedestrian-counting-system-monthly-counts-per-hour/) |
63
+ | Mimic3 | [ODbL-1.0](https://physionet.org/content/mimiciii-demo/1.4/) | [source](https://physionet.org/content/mimiciii-demo/1.4/) | [cite](https://doi.org/10.13026/C2HM2Q) |
64
+ | PLAID | [CC-BY-4.0](https://figshare.com/articles/PLAID_2014/11605074) | [source](https://timeseriesclassification.com/) | [cite](https://doi.org/10.6084/m9.figshare.11605074) |
65
+ | Pamap2 | [CC-BY-4.0](https://archive.ics.uci.edu/dataset/231/pamap2+physical+activity+monitoring) | [source](https://archive.ics.uci.edu/dataset/231/pamap2+physical+activity+monitoring) | [cite](https://doi.org/10.24432/C5NW2H) |
66
+ | Physionet2012 | [ODC-By-1.0](https://physionet.org/content/challenge-2012/1.0.0/) | [source](https://physionet.org/content/challenge-2012/1.0.0/) | [cite](https://physionet.org/content/challenge-2012/1.0.0/) |
67
+ | Physionet2019 | [CC-BY-4.0](https://physionet.org/content/challenge-2019/1.0.0/) | [source](https://physionet.org/content/challenge-2019/1.0.0/) | [cite](https://doi.org/10.13026/v64v-d857) |
68
+ | PickupGestureWiimoteZ | unknown | [source](https://timeseriesclassification.com/) | [cite](https://timeseriesclassification.com/description.php?Dataset=PickupGestureWiimoteZ) |
69
+ | Seabirds | [CC0-1.0](https://datadryad.org/dataset/doi:10.5061/dryad.t7ck5) | [source](https://doi.org/10.5061/dryad.t7ck5) | [cite](https://doi.org/10.5061/dryad.t7ck5) |
70
+ | ShakeGestureWiimoteZ | unknown | [source](https://timeseriesclassification.com/) | [cite](https://timeseriesclassification.com/description.php?Dataset=ShakeGestureWiimoteZ) |
71
+ | SpokenArabicDigits | [CC-BY-4.0](https://archive.ics.uci.edu/dataset/195/spoken+arabic+digit) | [source](https://timeseriesclassification.com/) | [cite](https://doi.org/10.24432/C52C9Q) |
72
+ | TDrive | [unknown](https://www.microsoft.com/en-us/research/publication/t-drive-trajectory-data-sample/) | [source](https://www.microsoft.com/en-us/research/publication/t-drive-trajectory-data-sample/) | [cite](https://doi.org/10.1145/2020408.2020462) |
73
+ | Taxi | [CC-BY-4.0](https://archive.ics.uci.edu/dataset/339/taxi+service+trajectory+prediction+challenge+ecml+pkdd+2015) | [source](https://archive.ics.uci.edu/dataset/339/taxi+service+trajectory+prediction+challenge+ecml+pkdd+2015) | [cite](https://doi.org/10.24432/C55W25) |
74
+ | Vehicles | unknown | [source](https://dl.acm.org/doi/pdf/10.1145/3167132.3167225) | [cite](https://doi.org/10.1145/3167132.3167225) |
75
+
76
+ ## Citation
77
+
78
+ Please cite the original source of each dataset (Citation column) and pyrregular:
79
+
80
+ ```bibtex
81
+ @inproceedings{
82
+ spinnato2026pyrregular,
83
+ title={{PYRREGULAR}: A Unified Framework for Irregular Time Series, with Classification Benchmarks},
84
+ author={Francesco Spinnato and Cristiano Landi},
85
+ booktitle={The Fourteenth International Conference on Learning Representations},
86
+ year={2026},
87
+ url={https://openreview.net/forum?id=qetBM8nLkf}
88
+ }
89
+ ```
90
+