sup3r.preprocessing.batch_handling

Sup3r batch_handling module. @author: bbenton

Classes

Batch(low_res, high_res)

Batch of low_res and high_res data

BatchHandler(data_handlers[, batch_size, ...])

Sup3r base batch handling class

BatchHandlerCC(*args[, sub_daily_shape])

Batch handling class for climate change data with daily averages as the coarse dataset.

BatchHandlerDC(*args, **kwargs)

Data-centric batch handler

BatchHandlerSpatialDC(*args, **kwargs)

Data-centric batch handler

SpatialBatchHandler(data_handlers[, ...])

Sup3r spatial batch handling class

SpatialBatchHandlerCC(data_handlers[, ...])

Batch handling class for climate change data with daily averages as the coarse dataset with only spatial samples, e.g. the batch tensor shape is (n_obs, spatial_1, spatial_2, features).

ValidationData(data_handlers[, batch_size, ...])

Iterator for validation data

ValidationDataDC(data_handlers[, ...])

Iterator for data-centric validation data

ValidationDataSpatialDC(data_handlers[, ...])

Iterator for data-centric spatial validation data

ValidationDataTemporalDC(data_handlers[, ...])

Iterator for data-centric temporal validation data