Document migration path for ml-model > MLM #18
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The *Machine Learning Model (MLM)* extension (https://github.com/crim-ca/mlm-extension) combines the fields that were previously defined in the *Deep Learning Model (DLM)* extension as well as most (all?) fields proposed by ML-Model. Some fields are renamed to avoid redundant details between the 2 references, while others are adjusted to allow more flexibility (e.g.: not just docker-compose runtime, but virtually anything). More best-practices and examples are provided to demonstrate the use of MLM along other STAC extensions to take advantage of the full STAC ecosystem. Schema for MLM: https://crim-ca.github.io/mlm-extension/v1.0.0/schema.json
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This adds a migration doc that describes similarities and differences in capabilities between the ML Model Extension and the Machine Learning Model Extension. It also highlights how some field names have changed, enums have been expanded, and some fields have been removed. It notes that the ML Model Extension is not maintained and it's primary public facing implementation is deprecated.
If this is approved and merged I think we should then approve and merge #16. Once the repo ownership of https://github.com/crim-ca/mlm-extension/tree/main is changed to STAC Extensions, then I can update the links in this migration document to point to the new repo url.
I think I will need assistance from the STAC Extension maintainers to make a request to CRIM to initiate a move of the entire repo since we want to preserve stars, github history, issues, etc. cc @fmigneault