Adding Fraction Scans to high level API

[samvanstroud]

Summary

This pull request introduces the following changes

• Add the fraction scan plots to the high level API
• Tagger now uses https://github.com/umami-hep/atlas-ftag-tools/ to compute discriminants
• Output filenames are set automatically in the HLAPI

Relates to the following issues

• Follow-up for high level API #140

Todo:

• tests

Conformity

• Changelog entry
• Documentation

[codecov-commenter]

Codecov Report

Merging #178 (808aee0) into main (c9549ad) will increase coverage by 0.23%.
The diff coverage is 98.07%.

❗ Current head 808aee0 differs from pull request most recent head 07124d8. Consider uploading reports for the commit 07124d8 to get more accurate results

@@            Coverage Diff             @@
##             main     #178      +/-   ##
==========================================
+ Coverage   96.73%   96.97%   +0.23%     
==========================================
  Files          32       33       +1     
  Lines        2881     2944      +63     
==========================================
+ Hits         2787     2855      +68     
+ Misses         94       89       -5     

Impacted Files	Coverage Δ
puma/fraction_scan.py	80.00% <80.00%> (ø)
puma/hlplots/tagger.py	97.14% <92.85%> (+2.33%)	⬆️
puma/hlplots/results.py	93.93% <98.14%> (+3.93%)	⬆️
puma/tests/hlplots/test_results.py	99.26% <100.00%> (+0.09%)	⬆️
puma/tests/hlplots/test_tagger.py	100.00% <100.00%> (ø)

... and 3 files with indirect coverage changes

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[samvanstroud]

Coverage is fixed: https://app.codecov.io/gh/umami-hep/puma/pull/178/commits

[dkobylianskii]

Thanks!
For me looks fine.

[samvanstroud]

Thanks! For me looks fine.

Many thanks @dkobylianskii ! if you can approve the changes then I can merge, cheers,