rapid_matching_python package

rapid_matching_python module

rapid_matching_python.convert(mode, data_json_path)

Converts input data.

Parameters:

mode : {‘cls’, ‘reg’} or None

Problem type; ‘cls’: classification, ‘reg’: regression.

data_json_path : str

The json file absolute path of analytics case configuration.

rapid_matching_python.train_matching(mode, data_json_path, hparam_json_path=None)

Generates matching model.

Parameters:

mode : {‘cls’, ‘reg’} or None

Problem type; ‘cls’: classification, ‘reg’: regression.

data_json_path : str or None

The json file absolute path of analytics case configuration.

hparam_json_path : str or None, default: None

The json file absolute path for hyper parameter configuration. If None, all hyper parameters are set to default value (for details, see chapter 5.1.4 for ssi in RAPID machine learning Matching v2.2 User Guide).

rapid_matching_python.train_filtering(mode, data_json_path, hparam_json_path=None)

Generates filtering model.

Parameters:

mode : {‘cls’, ‘reg’} or None

Problem type; ‘cls’: classification, ‘reg’: regression.

data_json_path : str or None

The json file absolute path of analytics case configuration.

hparam_json_path : str or None, default: None

The json file absolute path for hyper parameter configuration. If None, all hyper parameters are set to default value (for details, see chapter 5.1.4 for sse in RAPID machine learning Matching v2.2 User Guide).

rapid_matching_python.predict_matching(mode, data_json_path, hparam_json_path=None)

Predicts the score for matching.

Parameters:

mode : {“cls”, “reg”}

Problem type. This value must be same as train’s.

data_json_path : str

The json file absolute path of analytics case configuration.

hparam_json_path : str or None, default: None

The json file absolute path for hyper parameter configuration. Hyper parameter configuration must be same as train’s.

rapid_matching_python.predict_filtering(mode, data_json_path, hparam_json_path=None)

Predicts the score for filtering.

Parameters:

mode : {“cls”, “reg”}

Problem type. This value must be same as train’s.

data_json_path : str

The json file absolute path of analytics case configuration.

hparam_json_path : str or None, default: None

The json file absolute path for hyper parameter configuration. Hyper parameter configuration must be same as train’s.

rapid_matching_python.gen_idd(data_path)

Generates an information of input data definition.

Parameters:

data_path : str

The file absolute path for input data.