Data augmentation study

[sfmig]

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

Can we generalise this script to any kind of study?

[codecov-commenter]

Codecov Report

All modified and coverable lines are covered by tests :white_check_mark:

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

Additional details and impacted files

```diff @@ 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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