Data cleaning - #2

Merged

redroaphisss merged 13 commits into

mainfrom

Nov 9, 2025

Commits on Oct 15, 2025

Created data cleaning branch
redroaphisss
committed
fe4f265

Commits on Oct 19, 2025

Supports dropping subsets with too much variables missing.
redroaphisss
committed
502b46e

Commits on Oct 20, 2025

winsorize outlier
talayshin
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7b4d7ed

Commits on Nov 1, 2025

merged from main
Augustin690
committed
53ebe7b

Commits on Nov 8, 2025

Merge branch 'main' into data-cleaning
Augustin690
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c88d0f8
expose functions for import
Augustin690
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4965b94
renamed file
Augustin690
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5f1bfdd
removed scaling from split_dataset function and added option to keep all features in create_example_dataset
Augustin690
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6d58f96
removed scaler from datasetoutput class
Augustin690
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31ac039
integrated data cleaning functions to evaluator pipeline
Augustin690
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e07b3fd

Commits on Nov 9, 2025

removed old file version
Augustin690
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22641aa
keep the imputed columns with the same original name
Augustin690
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f58b3bf
added data cleaning flag to turn on/off data cleaning during evalutation
Augustin690
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3c76990