DOC Add Feature engine to Related Projects page (scikit-learn#18012)

solegalli · Soledad Galli · web-flow · commit cf30ec876c38 · 2020-08-03T16:21:35.000+02:00
Co-authored-by: Soledad Galli &lt;solegalli1@gmail.com&gt;
diff --git a/doc/related_projects.rst b/doc/related_projects.rst
@@ -225,6 +225,12 @@ and tasks.
   <https://github.com/scikit-learn-contrib/imbalanced-learn>`_ Various
   methods to under- and over-sample datasets.
 
+- `Feature-engine <https://github.com/solegalli/feature_engine>`_ A library
+  of sklearn compatible transformers for missing data imputation, categorical
+  encoding, variable transformation, discretization, outlier handling and more.
+  Feature-engine allows the application of preprocessing steps to selected groups
+  of variables and it is fully compatible with the Scikit-learn Pipeline.
+
 Statistical learning with Python
 --------------------------------
 Other packages useful for data analysis and machine learning.
