Add diffusion vs. multifrontal benchmark code + docs

[Optimax14]

No description provided.

[codecov]

Codecov Report

❌ Patch coverage is 45.02262% with 486 lines in your changes missing coverage. Please review.
✅ Project coverage is 45.17%. Comparing base (9326b4c) to head (a083887).

Files with missing lines	Patch %	Lines
...ularSheavesPlots/src/CoordinationBenchmarkPlots.jl	0.00%	347 Missing ⚠️
src/ControlSheaves/CoordinationProfiling.jl	0.00%	122 Missing ⚠️
src/ControlSheaves/CoordinationBenchmarks.jl	95.90%	17 Missing ⚠️

Additional details and impacted files

@@            Coverage Diff             @@
##             main      #83      +/-   ##
==========================================
- Coverage   45.19%   45.17%   -0.03%     
==========================================
  Files          67       70       +3     
  Lines        6372     7256     +884     
==========================================
+ Hits         2880     3278     +398     
- Misses       3492     3978     +486     

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[jpfairbanks]

The HTML tables aren't rendering properly in the build. But otherwise the narrative is really good and thorough.

[jpfairbanks]

Fix the tables and take another pass of editing the text. Will review again then.

[Optimax14]

Table was in fact not fixed 🥲 it renders locally
Will fix it tomorrow

[jpfairbanks]

@Optimax14 HTML tables are still broken. I think that you should just use PrettyTables.jl and have them render in a text based format rather than trying to emit HTML that gets inlined by documenter. https://ronisbr.github.io/PrettyTables.jl/dev/man/usage/

[jpfairbanks]

@Optimax14, GHA is back up, but the tables are still broken!

[Optimax14]

@jpfairbanks Just reran the build, it works! 💪 You saw a stale version of the build, let me know what you think of it now. I will do a run through of editing the text as well to be more focused and have a narrative