Motivation
A small optimization helper for persistence-driven objectives would reduce duplicated gradient-clipping and best-iterate tracking logic across notebooks.
Why This Is Deferred
- The optimization landscape is problem-specific and the API design is not yet stable.
- Shipping a generic wrapper too early risks locking in the wrong abstractions.
Recommended Deliverables
- A small optimization utility module built around first-order methods, clipping, and best-iterate tracking.
- Clear examples showing which objective shapes it is meant to support.
Motivation
A small optimization helper for persistence-driven objectives would reduce duplicated gradient-clipping and best-iterate tracking logic across notebooks.
Why This Is Deferred
Recommended Deliverables