"""
Test suite.
"""

import unittest

BATCH_SIZES = (1, 10, 100)
SEQ_LENS = (4, 12, 48)
N_VARS = (2, 10, 100)
N_CLASSES = (2, 10)
N_LAYERS = (1, 2, 3, 4)
HIDDEN_SIZES = (32, 64, 128)


DEMOGRAPHICS = [
    "age",
    "gender",
    "ethnicity",
    "region",
    "time_year",
    "time_season",
    "time_month",
]
OUTCOMES = ["ARF", "shock", "mortality"]
DATASETS = ["MIMIC", "eICU"]


class TestTrainingMethods(unittest.TestCase):
    """
    Training tests.
    """

    def ttest_hyperparamtune(self):
        """ """
        raise NotImplementedError

    def ttest_traininggeneric(self):
        """ """
        raise NotImplementedError

    def ttest_trainingrehearsal(self):
        """ """
        raise NotImplementedError

    def ttest_trainingregularization(self):
        """ """
        raise NotImplementedError


if __name__ == "__main__":
    unittest.main()