Using slicing: model[:-1].transform(X)

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> On 11 Apr 2022, at 20:24, Sole Galli via scikit-learn 
> <scikit-learn@python.org> wrote:
> 
> 
> 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!
> 
> Sent with ProtonMail secure email.
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