model_card_toolkit.Dataset

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Provide some information about a dataset used to generate a model.

Inherits From: BaseModelCardField

model_card_toolkit.Dataset(
    name: Optional[Text] = None,
    description: Optional[Text] = None,
    link: Optional[Text] = None,
    sensitive: Optional[model_card_toolkit.SensitiveData] = <factory>,
    graphics: model_card_toolkit.GraphicsCollection = <factory>,
    _proto_type: dataclasses.InitVar[type(model_card_pb2.Dataset)] = <class 'model_card_toolkit.proto.model_card_pb2.Dataset'>
)

Attributes
name	The name of the dataset.
description	The description of dataset.
link	A link to the dataset.
sensitive	Does this dataset contain human or other sensitive data?
graphics	Visualizations of the dataset.

Methods

clear

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clear()

Clear the subfields of this BaseModelCardField.

copy_from_proto

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copy_from_proto(
    proto: message.Message
) -> "BaseModelCardField"

Copies the contents of the model card proto into current object.

merge_from_proto

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merge_from_proto(
    proto: message.Message
) -> "BaseModelCardField"

Merges the contents of the model card proto into current object.

to_dict

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to_dict() -> Dict[Text, Any]

Convert your model card to a python dictionary.

to_json

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to_json() -> Text

Convert this class object to json.

to_proto

View source

to_proto() -> message.Message

Convert this class object to the proto.

__eq__

__eq__(
    other
)

Class Variables
description	None
link	None
name	None