Feature-engine is a Python library with multiple transformers to engineer and select features for use in machine learning models. Feature-engine's transformers follow Scikit-learn's functionality with fit() and transform() methods to learn the transforming parameters from the data and then transform it.

Features

  • Missing Data Imputation
  • Imputation Methods
  • Encoding Methods
  • Outlier Handling methods
  • Variable Transformation methods
  • Variable Creation
  • Preprocessing

Project Samples

Feature-engine Screenshot 1

Project Activity

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Categories

Machine Learning

License

BSD License

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Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

Python

Related Categories

Python Machine Learning Software

Registered

2024-08-13
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