model_card_toolkit.SensitiveData

Stay organized with collections Save and categorize content based on your preferences.

Sensitive data, such as PII (personally-identifiable information).

Inherits From: BaseModelCardField

model_card_toolkit.SensitiveData(
    sensitive_data: List[str] = dataclasses.field(default_factory=list),
    _proto_type: dataclasses.InitVar[type(model_card_pb2.SensitiveData)] = model_card_pb2.SensitiveData
)

sensitive_data A description of any sensitive data that may be present in a dataset. Be sure to note PII information such as names, addresses, phone numbers, etc. Preferably, such info should be scrubbed from a dataset if possible. Note that even non-identifying information, such as zip code, age, race, and gender, can be used to identify individuals when aggregated. Please describe any such fields here.

Methods

clear

View source

clear()

Clear the subfields of this BaseModelCardField.

copy_from_proto

View source

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

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

merge_from_proto

View source

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

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

to_dict

View source

to_dict() -> Dict[str, Any]

Convert your model card to a python dictionary.

to_json

View source

to_json() -> str

Convert this class object to json.

to_proto

View source

to_proto() -> message.Message

Convert this class object to the proto.

__eq__

__eq__(
    other
)