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ENH: GP hyperparameter selection by cross-validation #34

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…tion

Initial implementation of a cross-validated hyperparameter selection.

Add `ConfigSpace` and `smac` to the list of dependencies.
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Transfer from nipreps/eddymotion#250.

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codecov bot commented Dec 22, 2024

Codecov Report

Attention: Patch coverage is 37.03704% with 17 lines in your changes missing coverage. Please review.

Project coverage is 65.03%. Comparing base (6b6ba70) to head (7902bd2).

Files with missing lines Patch % Lines
src/nifreeze/model/gpr.py 37.03% 16 Missing and 1 partial ⚠️
Additional details and impacted files
@@            Coverage Diff             @@
##             main      #34      +/-   ##
==========================================
- Coverage   65.84%   65.03%   -0.82%     
==========================================
  Files          18       18              
  Lines         931      958      +27     
  Branches      119      120       +1     
==========================================
+ Hits          613      623      +10     
- Misses        274      290      +16     
- Partials       44       45       +1     

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2 participants