feature-engine

feature-engine/feature_engine

Feature engineering and selection open-source Python library compatible with sklearn.

2.3K stars 352 forks 2.3K watchers Python BSD 3-Clause "New" or "Revised" License
data-science feature-engineering feature-extraction feature-selection machine-learning python scikit-learn
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3 Open Issues Need Help Last updated: Jul 18, 2026

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rename imputer classes 8 days ago
good first issue maintenance
feature-engine/feature_engine
2.3K

Feature engineering and selection open-source Python library compatible with sklearn.

Python
#data-science#feature-engineering#feature-extraction#feature-selection#machine-learning#python#scikit-learn
add missing_only=True to all imputers to use in combination with variables=None 9 days ago
good first issue enhancement
feature-engine/feature_engine
2.3K

Feature engineering and selection open-source Python library compatible with sklearn.

Python
#data-science#feature-engineering#feature-extraction#feature-selection#machine-learning#python#scikit-learn
expand non_fitted_error_checks for methods get_feature_names_out and inverse transform 17 days ago
good first issue enhancement
feature-engine/feature_engine
2.3K

Feature engineering and selection open-source Python library compatible with sklearn.

Python
#data-science#feature-engineering#feature-extraction#feature-selection#machine-learning#python#scikit-learn