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PCA about m2cgen HOT 2 CLOSED

bayeswitnesses avatar bayeswitnesses commented on June 16, 2024
PCA

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Comments (2)

izeigerman avatar izeigerman commented on June 16, 2024

Hey @MilanCugur! Thanks for reporting this issue.

Let me clarify your request. Do you suggest we should introduce support for PCA in a form of an estimator (model) or in a form of a pre-processing step?

If the former, then I don't think it's going to be that straightforward since the current design assumes that the generated code always returns a scalar. The output of the PCA is matrix (vector in our case).

If the latter then please see my thoughts around supporting arbitrary pre-processing steps in the comment -
#141 (comment)

Long story short there are currently no plans to support arbitrary transformations.

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cugurm avatar cugurm commented on June 16, 2024

Thank you for the response.

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