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Create a dedicated ML section in the dev docs

Open katie-lamb opened this issue 1 year ago • 0 comments

Now that we have more generalized experiment tracking and record linkage infrastructure it's become harder to figure out how to set up a new model or add experiment tracking.

Add a section to the PUDL development docs on creating and maintaining ML models. Include headers for which pieces of infrastructure should be re-used for new models, how to launch the MLflow UI, and how to modify the experiment tracking for a model from within the Dagster UI. Move language that's currently contained within class level and module level docstrings into this section in the development docs.

katie-lamb avatar Feb 16 '24 18:02 katie-lamb