Chronos datasets Time series datasets used for training and evaluation of the Chronos forecasting models. 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 https://github.com/autogluon/fev. All datasets satisfy the following high level schema: Each dataset row corresponds to a single (univariate or multivariate) time series. There exists one column with name id and type string that contains the unique identifier of each time series. There exists one column of type Sequence with dtype timestamp[ms] . This column contains the timestamps of the observations. Timestamps are guaranteed to have a regular frequency that can be obtained with pandas.infer freq . There exists at least one column of type Sequence with numeric ( float , double , or int ) dtype. These columns can be interpreted as target time series. For each row, all columns of type Sequence have same length. Remaining columns of types other than Sequence (…
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