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ENH: GP hyperparameter selection by cross-validation #250

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codecov bot commented Oct 29, 2024

Codecov Report

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

Project coverage is 65.42%. Comparing base (2ac0106) to head (0dd7f9a).

Files with missing lines Patch % Lines
src/eddymotion/model/gpr.py 37.03% 16 Missing and 1 partial ⚠️
Additional details and impacted files
@@            Coverage Diff             @@
##             main     #250      +/-   ##
==========================================
- Coverage   66.24%   65.42%   -0.82%     
==========================================
  Files          19       19              
  Lines         942      969      +27     
  Branches      119      120       +1     
==========================================
+ Hits          624      634      +10     
- Misses        274      290      +16     
- Partials       44       45       +1     

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@oesteban oesteban force-pushed the enh/cv-hyperparameter-selection branch 4 times, most recently from 629b12c to f3a62c9 Compare November 5, 2024 10:37
@jhlegarreta
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Let me know if you want me to test or review this @oesteban.

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oesteban commented Nov 9, 2024

Let me know if you want me to test or review this @oesteban.

Not yet. This works, but the implementation requires more thinking that I haven't given it

…tion

Initial implementation of a cross-validated hyperparameter selection.

Add `ConfigSpace` and `smac` to the list of dependencies.
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