Transparency
Documentation
Techniques that produce a written disclosure about a model, dataset or system, such as a model card, datasheet or system card.
5 techniques
5 techniques
| Goals | Models | Data Types | Description | |||
|---|---|---|---|---|---|---|
| Model Cards | Documentation | Architecture/model Agnostic Requirements/black Box | Any | A model card is a short structured document published with a trained model, stating what the model is for and what it... | ||
| Datasheets for Datasets | Documentation | Architecture/model Agnostic Requirements/black Box | Any | A datasheet for a dataset is a short document that accompanies the dataset and answers a set of questions about it, in... | ||
| CycloneDX Machine Learning Bill of Materials | Documentation | Architecture/model Agnostic Requirements/black Box | Any | A CycloneDX ML-BOM (machine-learning bill of materials) is a machine-readable inventory of what a model is made of,... | ||
| AI FactSheets | Documentation | Architecture/model Agnostic Requirements/black Box | Any | AI FactSheets is a documentation practice in which the developer or supplier of an AI model or service answers a... | ||
| UK Algorithmic Transparency Recording Standard Record | Documentation | Architecture/model Agnostic Requirements/black Box | Any | An Algorithmic Transparency Recording Standard (ATRS) record is a public account that a UK public sector organisation... |
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