How to Build a Reusable Custom NLP Pipeline with Scikit-Learn

With an emphasis on feature engineering and training

Jenny Lee
Towards Data Science
7 min readNov 22, 2019

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One of the most essential characteristics of a machine learning code pipeline is reusability. A reusable, sharable and extensible pipeline will ensure process and code integrity by enforcing consistent use of intuitive structural elements to program flows and can therefore…

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