advanced-demo review

[najaverzat]

Remarks:

• line 782: is the verb "convexify" a real word ?
• both "subproblem" and "sub-problem" are used in the demo, it is the same for "preprocessing" and "pre-processing". To me both writings are correct but we may choose one of them and keep it for the entire file.

[codecov]

Codecov Report

Patch coverage has no change and project coverage change: -0.81 ⚠️

Comparison is base (59f1508) 69.10% compared to head (64396a6) 68.30%.

Additional details and impacted files

@@            Coverage Diff             @@
##           master     #904      +/-   ##
==========================================
- Coverage   69.10%   68.30%   -0.81%     
==========================================
  Files          82       78       -4     
  Lines        5882     5521     -361     
==========================================
- Hits         4065     3771     -294     
+ Misses       1817     1750      -67     

see 62 files with indirect coverage changes

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