Feature-engine

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

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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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Feature-engine

Feature engineering package with sklearn like functionality

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Features

Project Samples

Project Activity

Categories

License

Follow Feature-engine

User Reviews

Additional Project Details

Operating Systems

Programming Language

Related Categories

Registered