mboehm7 commented on pull request #1123:
URL: https://github.com/apache/systemds/pull/1123#issuecomment-743766561


   ad 1) besides the changed overall behavior, the comment referred to 
`replace(target=ScaleFactor, pattern=NaN, replacement=1e-16);`, which would 
need to replace zero as this happens before the division.
   
   ad 2/3) for local experiments this is fine, but for the hierarchy of builtin 
functions, we should aim for simple and stable APIs and find other ways to 
automatically remove redundancy (e.g., by lineage-based reuse). Passing all 
these intermediates around would quickly become really messy and confusing for 
both users and developers. Which PCA predict do you refer to - is there already 
a  builtin function for it? Generally, please don't rewrite the builtin 
functions just to make them more amenable for compressed operations.


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