oracle.custom_datasets.ELAsTiCC

Custom dataset class for the ELAsTiCC light curve dataset for LSST.

Functions

custom_collate_ELAsTiCC(batch)

Custom collation function for processing a batch of ELAsTiCC dataset samples.

show_batch(images, labels[, n])

Display a grid of images with corresponding labels.

truncate_ELAsTiCC_light_curve_by_days_since_trigger(x_ts)

Truncates the light curve data to only include observations within a specified number of days since the first detection.

truncate_ELAsTiCC_light_curve_fractionally(x_ts)

Truncate an ELAstiCC light curve by a fractional amount.

Classes

ELAsTiCC_LC_Dataset(parquet_file_path[, ...])