def synthetic_step_transfer_configs():
c = configs_lib.DataProcessingConfigs()
c.is_regression = True
return c
def boston_housing_configs():
c = configs_lib.DataProcessingConfigs()
c.is_regression = True
return c
def ng_configs():
c = configs_lib.DataProcessingConfigs()
c.is_regression = False
return c
def synthetic_classification_configs():
c = configs_lib.DataProcessingConfigs()
c.is_regression = False
return c
def hypothesis_transfer_configs(source_ids):
c = configs_lib.DataProcessingConfigs()
c.is_regression = False
c.split_data_set_ids = np.zeros(1)
c.data_set_ids_to_keep = np.asarray(source_ids)
return c
def regression_configs():
c = configs_lib.DataProcessingConfigs()
c.is_regression = True
return c