/ 
SBOM-CycloneDX-1.03
/ SBOM::CycloneDX::Component::ModelCard

NAME

SBOM::CycloneDX::Component::ModelCard - Model Card

SYNOPSIS

SBOM::CycloneDX::Component::ModelCard->new();

DESCRIPTION

SBOM::CycloneDX::Component::ModelCard provides a model card describes the intended uses of a machine learning model and potential limitations, including biases and ethical considerations. Model cards typically contain the training parameters, which datasets were used to train the model, performance metrics, and other relevant data useful for ML transparency. This object SHOULD be specified for any component of type `machine-learning-model` and must not be specified for other component types.

METHODS

SBOM::CycloneDX::Component::ModelCard inherits all methods from SBOM::CycloneDX::Base and implements the following new ones.

SBOM::CycloneDX::Component::ModelCard->new( %PARAMS )

Properties:

considerations, What considerations should be taken into account regarding the model's construction, training, and application?
model_parameters, Hyper-parameters for construction of the model.
properties, Provides the ability to document properties in a name-value store. This provides flexibility to include data not officially supported in the standard without having to use additional namespaces or create extensions. Unlike key-value stores, properties support duplicate names, each potentially having different values. Property names of interest to the general public are encouraged to be registered in the CycloneDX Property Taxonomy (https://github.com/CycloneDX/cyclonedx-property-taxonomy). Formal registration is optional.
quantitative_analysis, A quantitative analysis of the model
$model_card->bom_ref
$model_card->considerations
$model_card->model_parameters
$model_card->properties
$model_card->quantitative_analysis

SUPPORT

Bugs / Feature Requests

Please report any bugs or feature requests through the issue tracker at https://github.com/giterlizzi/perl-SBOM-CycloneDX/issues. You will be notified automatically of any progress on your issue.

Source Code

This is open source software. The code repository is available for public review and contribution under the terms of the license.

https://github.com/giterlizzi/perl-SBOM-CycloneDX

git clone https://github.com/giterlizzi/perl-SBOM-CycloneDX.git

AUTHOR

  • Giuseppe Di Terlizzi <gdt@cpan.org>

LICENSE AND COPYRIGHT

This software is copyright (c) 2025 by Giuseppe Di Terlizzi.

This is free software; you can redistribute it and/or modify it under the same terms as the Perl 5 programming language system itself.