Enhancement Request: Addition of the inverse_transform Method

[Synohara]

Such as scikit-learn's OrdinalEncoder and LabelEncoder have an inverse_transform method implemented to revert encoded values back to their original form.
Would it be possible to implement a similar inverse_transform method in the Snowflake ML Library as well?

[sfc-gh-snandamuri]

@Synohara Thank you for bringing up this feature request. Our team will prioritize this and keep you updated on the progress.

[RahulDubey391]

Hi @sfc-gh-snandamuri , @sfc-gh-xjiang, is it fine if I can have look into the enhancement?

[sfc-gh-sdas]

Absolutely yes, thanks. Our repo does not have good test setup. But we can definitely take your PR, test ourselves internally and release back to public. If you want to take a stab, please assign the issue to yourself. Thanks again. Exciting.

[RahulDubey391]

Hi @sfc-gh-sdas , thanks for this! Sure I'll create PR for this issue. But it seems I don't have permission to assign issue to myself. Can you please assign it to me if possible?

[RahulDubey391]

Hi @sfc-gh-sdas, I have created a pull request for this issue. Need more guidance to extend it further to other estimators and preprocessors.

inverse_transform method