├── .gitattributes ├── .gitignore ├── Data ├── creditcard_small.csv ├── titanic.csv └── turnover.csv ├── Engineering Tips.ipynb ├── Images ├── dfs.PNG ├── distribution.png ├── feature.jpg ├── outliers.png ├── resampled.png ├── sampled.png └── turnover_head.PNG └── README.md /.gitattributes: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaartenGr/feature-engineering/HEAD/.gitattributes -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaartenGr/feature-engineering/HEAD/.gitignore -------------------------------------------------------------------------------- /Data/creditcard_small.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaartenGr/feature-engineering/HEAD/Data/creditcard_small.csv -------------------------------------------------------------------------------- /Data/titanic.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaartenGr/feature-engineering/HEAD/Data/titanic.csv -------------------------------------------------------------------------------- /Data/turnover.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaartenGr/feature-engineering/HEAD/Data/turnover.csv -------------------------------------------------------------------------------- /Engineering Tips.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaartenGr/feature-engineering/HEAD/Engineering Tips.ipynb -------------------------------------------------------------------------------- /Images/dfs.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaartenGr/feature-engineering/HEAD/Images/dfs.PNG -------------------------------------------------------------------------------- /Images/distribution.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaartenGr/feature-engineering/HEAD/Images/distribution.png -------------------------------------------------------------------------------- /Images/feature.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaartenGr/feature-engineering/HEAD/Images/feature.jpg -------------------------------------------------------------------------------- /Images/outliers.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaartenGr/feature-engineering/HEAD/Images/outliers.png -------------------------------------------------------------------------------- /Images/resampled.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaartenGr/feature-engineering/HEAD/Images/resampled.png -------------------------------------------------------------------------------- /Images/sampled.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaartenGr/feature-engineering/HEAD/Images/sampled.png -------------------------------------------------------------------------------- /Images/turnover_head.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaartenGr/feature-engineering/HEAD/Images/turnover_head.PNG -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaartenGr/feature-engineering/HEAD/README.md --------------------------------------------------------------------------------