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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
Categories
Machine LearningLicense
BSD LicenseFollow Feature-engine
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