├── 01_Synthetic_Data_Preparation.R ├── 02_encode_ordinal.R ├── 03_encode_onehot.R ├── 04_encode_binary.R ├── 05_encode_hashing.R ├── 06_encode_helmert.R ├── 07_encode_backward_difference.R ├── 08_encode_polynomial.R ├── 09_encode_target.R ├── 10_encode_leave_one_out.R ├── 11_encode_woe.R ├── 12_encode_james_stein.R ├── 13_encode_m_estimator.R ├── LICENSE ├── README.md └── categorical_encoding.Rproj /01_Synthetic_Data_Preparation.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anindyamozumdar/categorical_encoding/HEAD/01_Synthetic_Data_Preparation.R -------------------------------------------------------------------------------- /02_encode_ordinal.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anindyamozumdar/categorical_encoding/HEAD/02_encode_ordinal.R -------------------------------------------------------------------------------- /03_encode_onehot.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anindyamozumdar/categorical_encoding/HEAD/03_encode_onehot.R -------------------------------------------------------------------------------- /04_encode_binary.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anindyamozumdar/categorical_encoding/HEAD/04_encode_binary.R -------------------------------------------------------------------------------- /05_encode_hashing.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anindyamozumdar/categorical_encoding/HEAD/05_encode_hashing.R -------------------------------------------------------------------------------- /06_encode_helmert.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anindyamozumdar/categorical_encoding/HEAD/06_encode_helmert.R -------------------------------------------------------------------------------- /07_encode_backward_difference.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anindyamozumdar/categorical_encoding/HEAD/07_encode_backward_difference.R -------------------------------------------------------------------------------- /08_encode_polynomial.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anindyamozumdar/categorical_encoding/HEAD/08_encode_polynomial.R -------------------------------------------------------------------------------- /09_encode_target.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anindyamozumdar/categorical_encoding/HEAD/09_encode_target.R -------------------------------------------------------------------------------- /10_encode_leave_one_out.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anindyamozumdar/categorical_encoding/HEAD/10_encode_leave_one_out.R -------------------------------------------------------------------------------- /11_encode_woe.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anindyamozumdar/categorical_encoding/HEAD/11_encode_woe.R -------------------------------------------------------------------------------- /12_encode_james_stein.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anindyamozumdar/categorical_encoding/HEAD/12_encode_james_stein.R -------------------------------------------------------------------------------- /13_encode_m_estimator.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anindyamozumdar/categorical_encoding/HEAD/13_encode_m_estimator.R -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anindyamozumdar/categorical_encoding/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anindyamozumdar/categorical_encoding/HEAD/README.md -------------------------------------------------------------------------------- /categorical_encoding.Rproj: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anindyamozumdar/categorical_encoding/HEAD/categorical_encoding.Rproj --------------------------------------------------------------------------------