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@@ -697,7 +697,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
 *Libraries for Machine Learning. Also see [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning#python).*
 
 * [gym](https://github.com/openai/gym) - A toolkit for developing and comparing reinforcement learning algorithms.
-* [Feature-engine](https://feature-engine.trainindata.com/) - sklearn compatible API with the widest toolset for feature engineering and selection
+* [Feature-engine](https://github.com/feature-engine/feature_engine) - sklearn compatible API with the widest toolset for feature engineering and selection.
 * [H2O](https://github.com/h2oai/h2o-3) - Open Source Fast Scalable Machine Learning Platform.
 * [Metrics](https://github.com/benhamner/Metrics) - Machine learning evaluation metrics.
 * [NuPIC](https://github.com/numenta/nupic) - Numenta Platform for Intelligent Computing.