def autogen_dataset_with_test():
"""Dummy dataset from file with auto-generated val and given test"""
return TabularDataset.autogen(
'tests/data/dummy_tabular/train.csv',
test_path='tests/data/dummy_tabular_test/test.csv',
seed=42,
sep=',')
def autogen_dataset_ratios():
"""Dummy dataset from file with auto-generated val and test with
different ratios
"""
return TabularDataset.autogen('tests/data/dummy_tabular/train.csv',
seed=42,
sep=',',
test_ratio=0.5,
val_ratio=0.5)
def autogen_dataset_ratios_with_test():
"""Dummy dataset from file with auto-generated val and given test
with different ratios
"""
return TabularDataset.autogen('tests/data/dummy_tabular/train.csv',
test_path='tests/data/dummy_tabular_test/test.csv',
seed=42,
sep=',',
test_ratio=0.5, # no effect
val_ratio=0.5)
def autogen_dataset_dir_with_test():
"""Dummy dataset from dir with auto-generated val and given test"""
return TabularDataset.autogen('tests/data/dummy_tabular',
test_path='tests/data/dummy_tabular_test',
seed=42,
sep=',')
def autogen_dataset_dir():
"""Dummy dataset from directory with auto-generated val and test"""
return TabularDataset.autogen('tests/data/dummy_tabular',
seed=42,
sep=',')
def autogen_dataset():
"""Dummy dataset from file with auto-generated val and test"""
return TabularDataset.autogen('tests/data/dummy_tabular/train.csv',
seed=42,
sep=',')