sleepless.configs.datasets.EDF_X_MASS.train_edf_st_sc

Cross dataset protocols:

In this protocol all the raw data have been filtered with a pass band filter [0.3,30] Hz.

Train split = train split edf_st, train split edf_sc

Validation split = validation split edf_st, validation split edf_sc

Test split = test split edf_st, test split edf_sc train,

split mass_ss3, validation split mass_ss3, test split mass_SS3, train split edf_sc_cropped, validation split edf_sc_cropped, test split edf_sc_cropped

from ..EDF.sc_filtered import dataset as sc_dataset
from ..EDF.sc_filtered_crop_wake import dataset_as_test as sc_dataset_crop
from ..EDF.st_filtered import dataset as st_dataset
from ..MASS.ss3_filtered_fpz_cz import dataset_as_test as ss3_dataset

mix_st_sc = {
    "train": st_dataset["train"] + sc_dataset["train"],
    "validation": st_dataset["validation"] + sc_dataset["validation"],
    "edf_st_test": st_dataset["test"],
    "edf_sc_test": sc_dataset["test"],
}


dataset = mix_st_sc | ss3_dataset | sc_dataset_crop