Update scikit-learn to v1.4

[desilinguist]

• Update sklearn version in requirements.txt.
• Properly clean up temporary files in test_output.
• Update test data due to sklearn change.
• Add filter for unnecessary matplotlib messages.
• Fix warnings and filter matplotlib messages.
  • Remove deprecated scale parameter from seaborn calls.
  • Add explicit palette call when plotting time curve since that's now required.
  • Use matplotlib.category msg filter to filter out unnecessary msgs.
• Update pre-commit checks.
• Handle sklearn deprecations.
  • needs_proba and needs_threshold arguments for make_scorer() are deprecated in favor of response_method.
  • LinearSVC and LinearSVR now need to have dual explicitly set to "auto".
  • AdaBoostClassifier now needs to have algorithm` set to "SAMME".
  • Update custom metrics documentation.
  • Update tests and test data.
• Update Gitlab CI python version to 3.10 since sklearn v1.4 drops support for both Python 3.8 and 3.9.

[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

Comparison is base (bc55306) 95.44% compared to head (442c10c) 95.43%.

Additional details and impacted files

@@            Coverage Diff             @@
##             main     #766      +/-   ##
==========================================
- Coverage   95.44%   95.43%   -0.02%     
==========================================
  Files          30       30              
  Lines        3688     3701      +13     
==========================================
+ Hits         3520     3532      +12     
- Misses        168      169       +1     

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