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FAIR4ML metadata schema for machine learning models

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FAIR4ML-schema

Project Status: WIP – Initial development is in progress, but there has not yet been a stable, usable release suitable for the public.

FAIR4ML metadata schema for describing machine learning model metadata. Source discussion document (open for feedback)

The FAIR4ML vocabulary is available at https://w3id.org/fair4ml with content negotiation.

To obtain the JSON-LD representation of the FAIR4ML vocabulary you may type:

curl -sH "Accept:application/ld+json" -L https://w3id.org/fair4ml 

To obtain a version, just replace the URL with the coresponding version IRI (e.g., https://w3id.org/fair4ml/0.0.1)

Documentation

The latest version of FAIR4ML is online at https://w3id.org/fair4ml

Contributing

There are two different of contributing to this project:

  1. Opening issues through our GitHub tracker. Please check which issues are already open before opening one.
  2. Leave your comments in this Google Sheet, where the next releases are being discussed.

Next releases

FAIR4ML v0.0.1 is online. Next releases are being discussed to represent additional metadata such as metrics and evaluation results of a ML model, hyperparameter representation, model generation process or external validation of a model.

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