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snowflakedb / snowflake-ml-python

Apache License 2.0
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Enhancement Request: Addition of the inverse_transform Method #66

Open Synohara opened 8 months ago

Synohara commented 8 months ago

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 commented 7 months ago

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

RahulDubey391 commented 7 months ago

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

sfc-gh-sdas commented 7 months ago

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 commented 7 months ago

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 commented 7 months ago

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