alteryx / alteryx/evalml

Return X and y from every transformer

Aperta
#1,945 2 commenti 0 reazioni 0 assegnatari Vedi su GitHub
enhancement
Lingua principale
Python
Stelle
850
Fork
96
Metriche di merge delle PR
Nessuna PR unita negli ultimi 30g

Descrizione

In order to build transformers that transform the target variable, i.e. #1944 and #914, our all of our transformers must return both `X` and `y` for the target transformations to make it all the way down to the target.

Note, I think we've already made the design choice that transformers [must take in both `X` and `y`](https://github.com/alteryx/evalml/blob/main/evalml/pipelines/component_graph.py#L208) and [return `X` and `y`](https://github.com/alteryx/evalml/blob/main/evalml/pipelines/component_graph.py#L211) in our DAG `ComponentGraph` but we haven't made that clear in our transformer api.

This issue tracks implementing this design choice in our transformer api.

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