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cross validated results#53

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briling merged 21 commits intomasterlcmd-epfl/Q-stack:masterfrom cross-validated-resultslcmd-epfl/Q-stack:cross-validated-resultsCopy head branch name to clipboardJun 6, 2024

+849-133

Commits

Commits on May 23, 2024

• added save-file for results; added sub-selection parameters

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• added cosine kernel

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• added score (r2) evaluation

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• add explicit random-state to regression

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• add KWARG to save predictions for each seed

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• Refactor

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• made output files optional

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• Fix import and arg passing

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Commits on May 26, 2024

• Add comments

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Commits on May 27, 2024

• Add debug parameter (main and func)

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• Fix duplicated parameter

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Commits on May 28, 2024

• Removed r2_score from function (TODO: #54)

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• Add parameter to define array of seeds

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• Add tests and data for regression and hyperparameters func

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Commits on Jun 3, 2024

• Add test for test-data generation

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• Removed --select option

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Commits on Jun 5, 2024

• Add idx_test optional argument to control the train/test splitting

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Commits on Jun 6, 2024

• Add docs and remove unecessary argument

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• Cross validated results (#57)

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• Fix bug introdcued by b30a6e0 (reshaped array)

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• Add test for cross_validate_results.py

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