add discourse link + simplify language #4675
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this pr adds a discourse link to incremental strategies discussion for large datasets and simplifies the 'when should i use an incremental model' paragraph/section.
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matthewshaver
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Dec 19, 2023
Co-authored-by: Matt Shaver <[email protected]>
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after discussion with @saraleon1 -- this pr adds a discourse link to incremental strategies discussion for large datasets and simplifies the 'when should i use an incremental model' paragraph/section. the discourse link has been share with users a few times and Sara suggested it'd be helpful to have this on the docs to help users.
Current content section
new proposed content + link
Discourse article
In addition to these considerations for incremental models, it's important to understand their limits and challenges, particularly with large datasets. For more insights into efficient strategies, performance considerations, and the handling of late-arriving data in incremental models, refer to the On the Limits of Incrementality discourse discussion.