[scikit-learn] intermediate data state in a Pipeline

Sole Galli solegalli at protonmail.com
Mon Apr 11 13:42:30 EDT 2022

Hello community,

Say I have a pipeline with 3 data transformations, i.e., SimpleImputer, OrdinalEncoder and StandardScaler, and a Lasso at the end. And I want to obtain a copy of the transformed data that would be input to the Lasso.

Is there a way other than selecting all the steps of the pipeline prior to the Lasso and applying transform sequentially?

Thank you!

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