Add largest rectangle histogram (#12269)

* added ridge regression

* added ridge regression

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* added ridge regression

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* ridge regression

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* resolved errors

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* resolved conflicts

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* added doctests

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* ruff and minor checks

* minor chenges

* minor checks

* minor checks

* minor changes

* descriptive names

* Fix ruff check in loss_functions.py

* fixed pre-commit issues

* added largest rectangle histogram function

* added largest rectangle histogram function

* Update frequent_pattern_growth.py

* Update loss_functions.py

* Delete machine_learning/ridge_regression/__init__.py

* Delete machine_learning/ridge_regression/ADRvsRating.csv

* Delete machine_learning/ridge_regression/ridge_regression.py

* Delete machine_learning/ridge_regression/test_ridge_regression.py

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Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Maxim Smolskiy <mithridatus@mail.ru>