model_card_toolkit.SensitiveData

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

Inherits From: BaseModelCardField

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 the subfields of this BaseModelCardField.

copy_from_proto

View source

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

merge_from_proto

View source

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

to_dict

View source

Convert your model card to a python dictionary.

to_json

View source

Convert this class object to json.

to_proto

View source

Convert this class object to the proto.

__eq__

__len__

View source

Returns the number of items in a field. Ignores None values recursively, so the length of a field that only contains another field that has all None values would be 0.