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Section Navigation

Missing Data Imputation
Categorical Encoding
Discretisation
Outlier Handling
Variance Stabilizing Transformations
Feature Scaling
- MeanNormalizationScaler

Feature Creation
Datetime Features
Text Features
- TextFeatures

Feature Selection

Time Series Features
- Forecasting Features

Preprocessing
- MatchCategories
- MatchVariables
Scikit-learn Wrapper
- SklearnTransformerWrapper

Pipeline
- Pipeline
- make_pipeline

Datasets
- load__titanic

Variable handling functions

API
Text Features

Text Features#

Feature-engine’s text transformers extract numerical features from text/string variables.

TextFeatures

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TextFeatures

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