create_dataset_card

hana_ml.algorithms.pal.dataset_cards.create_dataset_card(data, key=None, language=None, license=None, annotations_creators=None, language_creators=None, multilinguality=None, source_datasets=None, task_categories=None, pretty_name=None, card_data=None, **kwargs)

Create a dataset card for an SAP HANA DataFrame.

Parameters

dataDataFrame

DataFrame contains the dataset for creating the dataset card.

languagestr or ListOfStrings, optional

Language of dataset's data or metadata. It must be an ISO 639-1, 639-2 or 639-3 code (two/three letters), or a special value like "code", "multilingual".

licensestr or ListOfStrings, optional

License(s) of this dataset.

annotations_creatorsstr or ListOfStrings, optional

How the annotations for the dataset were created.

Valid options are: 'found', 'crowdsourced', 'expert-generated', 'machine-generated', 'no-annotation', 'other'.

language_creatorsstr or ListOfStrings, optional

How the text-based data in the dataset was created. Options are: 'found', 'crowdsourced', 'expert-generated', 'machine-generated', 'other'.

multilingualitystr or ListOfStrings, optional

Whether the dataset is multilingual.

Options are: 'monolingual', 'multilingual', 'translation', 'other'.

source_datasets{'original', 'extended'}, optional

Indicates whether the dataset is an original dataset or extended from another existing dataset.

task_categoriesstr or ListOfStrings, optional

What categories of task does the dataset support?

Optionas are : 'classification', 'regression', 'time-series' and 'other'.

pretty_namestr, optional

A more human-readable name for the dataset. (e.g. "CoffeeAndTea").