torch_timeseries.dataset.SMAP

class SMAP(root: str = '~/.torchtimeseries/data', columns=[])

Bases: AnomalyDataset

SMAP is a multidimensional time series dataset collected by NASA’s Mars rover. SMAP has 25 dimensional features and contains soil samples and telemetry information used by the Mars rover.

Parameters:

root (str) – data save location, defaults to ~/.torchtimeseries/data