GitHub - erickgrm/pattern-preserving-encoders: Implementation of several Pattern Preserving Encoders.

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Implementation of several Pattern Preserving Encoders.

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Name		Name	Last commit message	Last commit date
Latest commit History 9 Commits
LICENSE		LICENSE
README		README
__init__.py		__init__.py
encoder.py		encoder.py
pattern_preserving_encoders.py		pattern_preserving_encoders.py
polynomial_regression.py		polynomial_regression.py
utilities.py		utilities.py

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# pattern-preserving-encoders
Implementation of several Pattern Preserving Encoders. 

A tool to encode categorical variables in datasets. For the theoretical basis of these encoders 
see "On the encoding of categorical variables for machine learning applications", Chapter 3.