├── .github └── FUNDING.yml ├── .gitignore ├── 02-Basic-methods ├── 01-Constant-features.ipynb ├── 02-Quasi-constant-features.ipynb └── 03-Duplicated-features.ipynb ├── 03-Correlation ├── 01-Remove-correlated-features.ipynb └── 02-Smart-Correlation.ipynb ├── 04-Univariate-methods ├── 01-Univariate-performance.ipynb └── 02-Target-encoding.ipynb ├── 05-Other-methods ├── 01-Recursive-feature-addition.ipynb ├── 02-Recursive-feature-elimination.ipynb └── 03-Feature-shuffling.ipynb ├── FSFEBookCover.png ├── LICENSE ├── README.md ├── Thumbs.db └── requirements.txt /.github/FUNDING.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/solegalli/feature-selection-with-feature-engine-book/HEAD/.github/FUNDING.yml -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 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