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A module to streamline and automate generation of Model Cards.
Classes
class BaseModelCardField: Model card field base class.
class Citation: A citation for a model.
class ConfidenceInterval: The confidence interval of the metric.
class Considerations: Considerations related to model construction, training, and application.
class Dataset: Provide some information about a dataset used to generate a model.
class Graphic: A named inline plot.
class GraphicsCollection: A collection of graphics.
class KeyVal: A generic key-value pair.
class License: The license information for a model.
class Limitation: A limitation a model.
class MlmdSource: MLMD source to populate a model card.
class ModelCard: Fields used to generate the Model Card.
class ModelCardToolkit: ModelCardToolkit provides utilities to generate a ModelCard.
class ModelDetails: This section provides a general, high-level description of the model.
class ModelParameters: Parameters for construction of the model.
class ModelSource: Sources to extract PushedModel data for a model card.
class Owner: The information about owners of a model.
class PerformanceMetric: The details of the performance metric.
class QuantitativeAnalysis: The quantitative analysis of a model.
class Reference: Reference for a model.
class Risk: Information about risks involved when using the model.
class SensitiveData: Sensitive data, such as PII (personally-identifiable information).
class Source: Sources to extract data for a model card.
class TfdvSource: Sources to extract TFDV data for a model card.
class TfmaSource: Source to extract TFMA eval result data for a model card.
class Tradeoff: A tradeoff for a model.
class UseCase: A type of use case for a model.
class User: A type of user for a model.
class Version: The information about verions of a model.
Other Members | |
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| ModelCardGenerator |
None
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| version |
'2.0.0'
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