SequentialPeriodSampler#

../../_images/SequentialPeriodSampler.gif
class torchgeo.samplers.SequentialPeriodSampler(dataset, *, freq, toi=None)[source]#

Bases: TemporalSampler

Sequential sampling of fixed-length fixed windows (Period).

Added in version 0.10.

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

Initialize a new SequentialPeriodSampler instance.

Parameters:

  • dataset (GeoDataset) – Dataset to sample from.

  • freq (str) – Temporal frequencies to sample. Accepts any valid period alias.

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