Using python,numpy,pandas,seaborn,matplotlib and machine learning techniques. ... data-normalization imbalanced-data outlier-removal zscore iqr label-encoding simple-imputer dummy-variables ...

Ruff's linter draws on both the APIs and implementation details of many other tools in the Python ecosystem, especially Flake8, Pyflakes, pycodestyle, pydocstyle, pyupgrade, and isort. In some cases, ...