Data augmentation study

[sfmig]

• Add bash script for data augmentation sweep
• Script to programmatically generate config files
• a markdown guide

[codecov-commenter]

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 39.52%. Comparing base (73d539d) to head (97e71a4).
Report is 3 commits behind head on main.

Additional details and impacted files

@@            Coverage Diff             @@
##             main     #205      +/-   ##
==========================================
- Coverage   39.60%   39.52%   -0.09%     
==========================================
  Files          24       24              
  Lines        1414     1417       +3     
==========================================
  Hits          560      560              
- Misses        854      857       +3     

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