[ENH] Bayes optimization for hyperparameters

[fraimondo]

Add BayesSearchCV from scikit-optimize: https://scikit-optimize.github.io/stable/

[codecov]

Codecov Report

Attention: Patch coverage is 80.83333% with 23 lines in your changes are missing coverage. Please review.

Project coverage is 90.45%. Comparing base (08dde70) to head (6302b4c).

Additional details and impacted files

@@            Coverage Diff             @@
##             main     #260      +/-   ##
==========================================
- Coverage   92.47%   90.45%   -2.02%     
==========================================
  Files          56       53       -3     
  Lines        2685     2327     -358     
  Branches      482      470      -12     
==========================================
- Hits         2483     2105     -378     
- Misses        130      145      +15     
- Partials       72       77       +5     

Flag	Coverage Δ
docs	100.00% <ø> (ø)
julearn	90.45% <80.83%> (-2.02%)	⬇️

Flags with carried forward coverage won't be shown. Click here to find out more.

Files	Coverage Δ
docs/conf.py	100.00% <ø> (ø)
julearn/api.py	96.40% <100.00%> (+0.02%)	⬆️
julearn/inspect/inspector.py	100.00% <100.00%> (ø)
julearn/model_selection/__init__.py	100.00% <100.00%> (ø)
julearn/model_selection/available_searchers.py	94.28% <87.50%> (-5.72%)	⬇️
julearn/pipeline/merger.py	90.74% <84.00%> (-3.71%)	⬇️
julearn/model_selection/_skopt_searcher.py	54.54% <54.54%> (ø)
julearn/conftest.py	92.85% <80.00%> (-7.15%)	⬇️
julearn/pipeline/pipeline_creator.py	87.96% <71.42%> (-0.89%)	⬇️

... and 4 files with indirect coverage changes

[github-actions]

PR Preview Action v1.4.7
Preview removed because the pull request was closed.
2024-04-29 10:57 UTC

[synchon]

Probably needs linting, else if CI passes, LGTM!