dataprofiler.labelers package

Submodules

• dataprofiler.labelers.base_data_labeler module
• dataprofiler.labelers.base_model module
• dataprofiler.labelers.character_level_cnn_model module
• dataprofiler.labelers.classification_report_utils module
• dataprofiler.labelers.data_labelers module
• dataprofiler.labelers.data_processing module
• dataprofiler.labelers.labeler_utils module
• dataprofiler.labelers.regex_model module

Module contents

The following will list the built-in models, processors, and data labelers.

Models:

1. CharacterLevelCnnModel - character classification of text.

2. RegexModel - character classification of text.

Processors:

Preprocessors

1. CharPreprocessor

2. StructCharPreprocessor

3. DirectPassPreprocessor

PostProcessors

1. CharPreprocessor

2. StructCharPostprocessor

3. RegexPostProcessor

Data Labelers:

Classes

1. UnstructuredDataLabeler

2. StructuredDataLabeler

Files to load from disk using BaseDataLabeler.load_from_library(<NAME>)

1. unstructured_model

2. structured_model

3. regex_model