add reorder=True argument in aupro

[triet1102]

Description

• Add the reorder=True in the auc() method in the compute() method of AUPRO.

• Fixes #943

Changes

• Bug fix (non-breaking change which fixes an issue)
• Refactor (non-breaking change which refactors the code base)
• New feature (non-breaking change which adds functionality)
• Breaking change (fix or feature that would cause existing functionality to not work as expected)
• This change requires a documentation update

Checklist

• My code follows the pre-commit style and check guidelines of this project.
• I have performed a self-review of my code
• I have commented my code, particularly in hard-to-understand areas
• I have made corresponding changes to the documentation
• My changes generate no new warnings
• I have added tests that prove my fix is effective or that my feature works
• New and existing tests pass locally with my changes
• I have added a summary of my changes to the CHANGELOG (not for minor changes, docs and tests).

[djdameln]

Thanks!

[djdameln]

@samet-akcay @ashwinvaidya17 I mirrored these changes for AUROC metric in #945.

Please note that merging these PRs means that we no longer support PyTorch 1.8 and lower.

[codecov]

Codecov Report

Patch coverage: 100.00% and no project coverage change.

Comparison is base (c6bd757) 81.34% compared to head (8a8bb11) 81.34%.

Additional details and impacted files

@@           Coverage Diff           @@
##             main     #944   +/-   ##
=======================================
  Coverage   81.34%   81.34%           
=======================================
  Files         176      176           
  Lines        6812     6812           
=======================================
  Hits         5541     5541           
  Misses       1271     1271           

Impacted Files	Coverage Δ
src/anomalib/utils/metrics/aupro.py	87.50% <100.00%> (ø)

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[ashwinvaidya17]

@triet1102 sorry for the delay in merging this. We have now migrated from anomalib to anomalib/src. Can you update your PR to point to the file in src

[triet1102]

sure!

[samet-akcay]

sure!

Thanks for your patience @triet1102! Our CI was down for some time, which is the reason why this PR had wait a bit