Releases: feature-engine/feature_engine
Releases · feature-engine/feature_engine
v1.2.0
Big release
The new release adds all of the following:
- New transformer: datetime
- New transformer: selection by PSI
- New transformer: match variables
- New documentation layout: pydata template
- New documentation organisation: api and user guide
- Sponsorship
- Paper and citation
And a lot more expended functionality of current classes.
v1.1.2
v1.1.1
Release 1.1.0
- enforce compatibility with Scikit-learn through check_estimator
- new transformer for cyclical features
- add categorical support for variables of type category
- add option to perform categorical transformation to numerical variables
- feature selectors support all cross-validation schemes
v1.0.2
In this release we add:
- a new transformer for imputation
- a new transformer to create features
- new jupyter notebooks with demos
- linkd to Kaggle kernels featuring Feature-engine
- fix a number of typos in the documentation
-fix few bugs in the select by target mean transformer.