Salomon comments

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Salomon

Decouple the grid config from the experiment definition (hash).

I had essentially the same thought as @thcrock on this. I can see several versions of this: - We often want to change the _max training history_ for the same...

Generate model hashes and populate experiment_models table when generating train tasks

@saleiro or @avishekrk came up with the status, so I'll let them answer :)

Problems with feature column names exceeding Postgres' max identifier length

Thanks for flagging this. The temporary workaround is to shorten the name of your columns in your `from_obj` or when you are selecting values for categorical columns (this is where...

Problems with feature column names exceeding Postgres' max identifier length

To be slightly more useful, here is an example feature group with my categorical workaround: ```yaml - prefix: 'dx' from_obj: | (SELECT entity_id, knowledge_date, left(diagnosis, 6) AS dx # shortened...

Make a generic scaler class that can take a learner class as a parameter

One potential implementation is to make scaling a top-level key in the config (with sklearn class and params) and to pass all learners to the scaler. Another option would be...