Published September 18, 2021
| Version v1.1.2
Software
Open
Feature-engine: A Python package for feature engineering for machine learning
Description
Feature-engine is an open source Python library with the most exhaustive battery of transformations to engineer and select features for use in machine learning. Feature-engine supports several techniques to impute missing data, encode categorical variables, transform variables mathematically, perform discretization, remove or censor outliers, and combine variables into new features. Feature-engine also hosts an array of algorithms for feature selection.
Files
feature-engine/feature_engine-v1.1.2.zip
Files
(2.4 MB)
Name | Size | Download all |
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md5:9fe3b29efb375bbb146edc9fd8310617
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2.4 MB | Preview Download |
Additional details
Related works
- Is supplement to
- https://github.com/feature-engine/feature_engine/tree/v1.1.2 (URL)