SequentialTimedeltaSampler#

../../_images/SequentialTimedeltaSampler.gif
class torchgeo.samplers.SequentialTimedeltaSampler(dataset, *, delta, stride=None, toi=None)[source]#

Bases: TemporalSampler

Sequential sampling of fixed-length sliding windows (Timedelta).

Added in version 0.10.

__init__(dataset, *, delta, stride=None, toi=None)[source]#

Initialize a new SequentialTimedeltaSampler instance.

Parameters:

  • dataset (GeoDataset) – Dataset to sample from.

  • delta (Timedelta) – Duration of time.

  • stride (Timedelta | None) – Duration to skip between each sample (defaults to delta).

  • toi (Interval | None) – Time of interest to sample from (defaults to the bounds of dataset.index).