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Add optuna hyperparameter tuning#359

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nictru wants to merge 7 commits intodaisybio:developmentfrom
Orakl-Oncology-Dev:optuna
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Add optuna hyperparameter tuning#359
nictru wants to merge 7 commits intodaisybio:developmentfrom
Orakl-Oncology-Dev:optuna

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@nictru
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@nictru nictru commented Jan 22, 2026

Closes #357

This is still under development, but feel free to already have a look at it

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Codecov Report

❌ Patch coverage is 30.65327% with 138 lines in your changes missing coverage. Please review.
⚠️ Please upload report for BASE (development@a37e1f5). Learn more about missing BASE report.

Files with missing lines Patch % Lines
drevalpy/experiment.py 31.67% 110 Missing ⚠️
drevalpy/models/drp_model.py 26.31% 28 Missing ⚠️
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Additional details and impacted files
@@              Coverage Diff               @@
##             development     #359   +/-   ##
==============================================
  Coverage               ?   80.46%           
==============================================
  Files                  ?       68           
  Lines                  ?     7320           
  Branches               ?        0           
==============================================
  Hits                   ?     5890           
  Misses                 ?     1430           
  Partials               ?        0           

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Add optuna hyperparameter optimization support

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