autogluon/chronos_datasets_extra

Chronos datasets

Time series datasets used for training and evaluation of the Chronos forecasting models.

This repository contains scripts for constructing datasets that cannot be hosted in the main Chronos datasets repository due to license restrictions.

Usage

Datasets can be loaded using the 🤗 datasets library

import datasets

ds = datasets.load_dataset("autogluon/chronos_datasets_extra", "ETTh", split="train", trust_remote_code=True)
ds.set_format("numpy")  # sequences returned as numpy arrays

For more information about the data format and usage please refer to autogluon/chronos_datasets.

License

Different datasets available in this collection are distributed under different open source licenses. Please see ds.info.license and ds.info.homepage for each individual dataset.

The dataset script provided in this repository (chronos_datasets_extra.py) is available under the Apache 2.0 License.