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#43 - Reproducibility#45

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jtimko16 wants to merge 24 commits intocod3licious:maincod3licious/autofeat:mainfrom jtimko16:mainjtimko16/autofeat:mainCopy head branch name to clipboard

+57-21

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Commits on Jul 22, 2024

• Git - added to gitignore folder for testing reproducibility

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• Mod - modified gitignore

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• Gitignore - added folder autofeat_reproducibility

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• Add - Random seeds

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Commits on Jul 23, 2024

• Mod - change list to sorted (avoid randomness)

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• Mod - fix the Parallel function

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Commits on Jul 25, 2024

• Mod - fix reproduciblity when sorting columns

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• Mod - Random seed added to definition of run_select_features

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• Mod - make consistent another seed

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• Add - added random seed to _noise_fintering

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• Clean - remove extra print statements

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• Merge pull request #1 from jtimko16/43-reprod-issue

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Commits on Aug 5, 2024

• Format - run RUFF formatting on featset

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• Mod - added separate cross validation before fitting models

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• Rem - removed extra random seed

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• Mod - solve the seed within 1run of select features

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• Mod - solved the random seed generator

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• Typing - fixed typing hint of random_seed

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• Mod - removed extra randomness in selecting columns

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• Merge pull request #2 from jtimko16/43-reprod-issue

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Commits on Aug 6, 2024

• Mod - using KFold with all CV models; move random_seed_generator to utils.py

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• Merge pull request #3 from jtimko16/43-reprod-issue

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Commits on Aug 8, 2024

• Mod - replaced custom function by np.random.default_rng(); fixed the comment

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• Merge pull request #4 from jtimko16/43-reprod-issue

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