viiccwen commented on PR #810:
URL: https://github.com/apache/mahout/pull/810#issuecomment-3739248962

   Looks great!
   I found current fn `encode` contains repeated 1D / 2D shape-matching logic 
across NumPy and PyTorch paths, which makes the function grow to ~150+ lines 
and slightly harder to scan at a glance.
   
   Maybe it might be worth refactoring it into small helper functions in a 
follow-up PR?
   
   I don’t think this needs to block the current change, just leaving this as a 
note for potential future cleanup : )


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