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feat: Make Cross Validation optional #52

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merged 20 commits into from
Sep 22, 2024
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@gmontamat gmontamat commented Sep 21, 2024

  • k-Fold Cross Validation is now optional, classic train-val split is default
  • Simplify model handler names
  • Add CIFAR10 GeneticCNN example (section 4.2 of the paper)
  • Log all individuals evaluated (Log fitness and hyperparameters of every individual generated #50)
  • Do not spam messages when validating parameters, do it once
  • Add test cases for models.base

@gmontamat gmontamat self-assigned this Sep 21, 2024
@gmontamat gmontamat merged commit 18edb15 into develop Sep 22, 2024
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@gmontamat gmontamat deleted the feature-cross-validation branch September 22, 2024 18:09
gmontamat added a commit that referenced this pull request Sep 25, 2024
- Add missing BatchNormalization layer in GeneticCNN
- Fix bug that slowed down RedisController with multiple workers
- Adapt RedisWorker and RedisController to changes in #52
- Adapt test cases to RedisWorker/RedisController fixes
- Match isort and black configurations
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