Provide note to users for too many missing values in imputation#145

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vbrennsteiner wants to merge 10 commits intomainfrom

warn_too_high_missing

Commits on Dec 12, 2025

add grouping functionality to impute_gaussian and adapt/harmonize tests with remaining imputation method tests
vbrennsteiner
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Commits on Dec 13, 2025

Merge branch 'main' into improve_impute_gaussian
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Commits on Dec 30, 2025

update notebooks
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refactoring of helper methods and adding additional bypass checks to all imputation methods
vbrennsteiner
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adjust defaults to match between impute.py and test_impute.py
vbrennsteiner
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