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Keep the best model for each replicate - #24

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valosekj wants to merge 5 commits into
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jv/experimental-save_the_best_model_for_replicate
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Keep the best model for each replicate#24
valosekj wants to merge 5 commits into
masterfrom
jv/experimental-save_the_best_model_for_replicate

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@valosekj

@valosekj valosekj commented Jan 30, 2025

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Just a very hacky first implementation, saving the best model for each replicate:

modular_optuna_ml/testing/output$ tree
.
├── model_rep0_trial0.pkl
├── model_rep1_trial0.pkl
├── model_rep2_trial4.pkl
├── model_rep3_trial5.pkl
├── model_rep4_trial5.pkl
├── model_rep5_trial4.pkl
├── model_rep6_trial4.pkl
├── model_rep7_trial4.pkl
├── model_rep8_trial4.pkl
├── model_rep9_trial4.pkl
└── output.db

@valosekj valosekj self-assigned this Jan 30, 2025
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