Model Cards - Githubissues

nasa / prog_models

The NASA Prognostic Model Package is a Python framework focused on defining and building models for prognostics (computation of remaining useful life) of engineering systems, and provides a set of prognostics models for select components developed within this framework, suitable for use in prognostics applications for these components.

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Model Cards #476

Closed teubert closed 1 year ago

teubert commented 1 year ago

Suggestion from Rodney Martin: Investigate the trend of Model Cards in AI/ML. Identify if there is value in establishing an ontology for communicating quality and limitation of prognostics models.

See also:

https://modelcards.withgoogle.com/about
https://arxiv.org/abs/1810.03993
https://cloud.google.com/blog/products/ai-machine-learning/create-a-model-card-with-scikit-learn

teubert commented 1 year ago

Moved to https://github.com/nasa/progpy/issues/13