torch_timeseries.dataset.SWaT

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

Bases: TimeSeriesDataset

SWaT (Safe Water Treatment, Mathur & Tippenhauer (2016)) is obtained from 51 sensors in continuously operating critical infrastructure systems.

Parameters:

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