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* clustering use case * refining README * refining README * adjusting PR template
* chore: fixing pre-commit install command * feat: generalizing plot boxplot function * feat: adding correlation matrix plotting function * feat: feature selection util * feat: adding L1-based regularization step for feature selection * feat: binary classification use case * feat: xgboost classifier * chore: removing WIP tag from binary classification
* chore: replacing single quotes with double quotes * minor adjustments to binary classification * refactor feature selection so that it receives scaled tables X, y * rename classification utils to evals * wip multiclass classification notebook * multiclass classification use case
* updating classification dataset description * regression use case * update readme
* add vscode folder to gitignore * update readme * update clustering to use regression data * wip histogram notebook * adjust kwargs names * histogram analysis use case * verified stderr computation function
* add uv, make commands * pre-commit install make command and update README * add readme instructions and data files * fixing figures resolution * wip make command to convert notebooks * fix xgboost version * standardize logging and warnings * removing tqdm dependincy * add rendered example HTMLs
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