Table · dataset · 2024
Chronos datasets
Listed in Hugging Face Datasets
Chronos datasets Time series datasets used for training and evaluation of the Chronos forecasting models.
Description
Note that some Chronos datasets (ETTh, ETTm, brazilian_cities_temperature and spanish_energy_and_weather) that rely on a custom builder script are available in the companion repo autogluon/chronos_datasets_extra. See the paper for more information.
Data format and usage The recommended way to use these datasets is via github.com/autogluon/fev. All datasets… See the full description on the dataset page: huggingface.co/datasets/autogluon/chronos_datasets.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/autogluon/chronos_datasets ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2403.07815 arxiv.org/abs/2403.07815 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/autogluon/chronos_datasets ↗
metadata API · from Hugging Face
Topics
- Stated by source
- tabular · text · timeseries · time series forecasting
- From keywords
- Computer Science & AI
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | autogluon/chronos_datasets | 14 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:tabular | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:text | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:timeseries | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[task].hf_task:time-series-forecasting | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license_text | source · Hugging Face | connector:huggingface@1.0.0 | |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |