docs: execute the jupyter-sphinx cells

[12rambau]

fix: #337
fix: #158

[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 89.74%. Comparing base (71f4010) to head (566210d).
Report is 9 commits behind head on main.

Additional details and impacted files

@@            Coverage Diff             @@
##             main     #383      +/-   ##
==========================================
- Coverage   89.82%   89.74%   -0.09%     
==========================================
  Files          27       27              
  Lines        1730     1736       +6     
  Branches       85       87       +2     
==========================================
+ Hits         1554     1558       +4     
- Misses        150      151       +1     
- Partials       26       27       +1     

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