Magdalena Kowalczuk

[BUG] Rename `transform_train` to `resample`.

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The method in preprocessing.Outlier_Remover transform_train should be changed to fit_transform or transform.

Added usage examples

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# Docs Added usage examples to: decomposition.umap_reconstruction.UMAPOutlierDetection decomposition.pca_reconstruction.PCAOutlierDetection Fixes #652 and #653 ## Type of change - [ ] Bug fix (non-breaking change which fixes an issue) - [ x]...

Just a quick check: considering I'll have to use cast to get some of the datatypes, maybe I should wrap the from_native into a func after all? ## What type...

[Enh]: enable `sum_horizontal` to work for boolean (or non-numeric) values in pandas, pyarrow etc

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### Describe the bug `sum_horizontal` works for boolean values only in polars and not in pandas and pyarrow. ### Steps or code to reproduce the bug For pyarrow ``` import...

[Doc]: use uv pip in Installation and Quick Start (just as in Contributing.md)

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### What type of report is this? Correction ### Please describe the issue. Installation and Quick Start uses just `pip` while CONTRIBUTING.md advices to use `uv pip` Shall we make...

branch with restructured jekyll-v4

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jekyll-v4 branch for new docs

update ruby version

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Updating buy version to 3.3.0 to get rid of vulnerability mentioned by dependabot

Add Updated internals-gif Update README.md

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Adding PySpark to the internals-gif and README.md ## What type of PR is this? (check all applicable) - [ ] 💾 Refactor - [ ] ✨ Feature - [ ]...