torch_timeseries.dataset.UEA

class UEA(name, root='./data')

Bases: TimeSeriesDataset

Dataset class for datasets included in: Time Series Classification Archive (www.timeseriesclassification.com).

For a list of available datasets, see https://www.timeseriesclassification.com/dataset.php.

train_df

DataFrame containing the training data.

Type:

pd.DataFrame

train_labels

DataFrame containing the labels for the training data.

Type:

pd.DataFrame

test_df

DataFrame containing the test data.

Type:

pd.DataFrame

test_labels

DataFrame containing the labels for the test data.

Type:

pd.DataFrame

num_classes

Number of classes in the dataset.

Type:

int

_summary_

Parameters:

root (str) – data save location