data_cleaner_args 参数问题

[Shanshan122]

数据清洗参数在make_experiment(）设置无效，experiment.py文件中未传入该参数。

例如：experiment = make_experiment(train_data=train_data.copy(),
task='forecast',
timestamp='TimeStamp',
covariates=['HourSin', 'WeekCos', 'CBWD'],
data_cleaner_args = {
'correct_object_dtype': False,
'int_convert_to': 'str',
'drop_constant_columns': True,
'drop_duplicated_columns': True,
'drop_idness_columns': True,
},
max_trials=1)

[Shanshan122]

experiment.py文件中：

7. Covarite Transformer

if covariates is not None:
    from hyperts.utils.transformers import CovariateTransformer
    cs = CovariateTransformer(covariables=covariates).fit(X_train)
    actual_covariates = cs.covariables_
else:
    from hyperts.utils.transformers import IdentityTransformer
    cs = IdentityTransformer().fit(X_train)
    actual_covariates = covariates

[zhangxjohn]

现在可以修改 data_cleaner_args 了。