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feat: Add ML operator support matrix, and ideally compares coverage with other major framework such as scikit-learn

Open zhenzhongxu opened this issue 1 year ago • 1 comments
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It'll be nice to have an operator support matrix similar to Ibis', with coverages compare to scikit-learn

zhenzhongxu avatar Mar 16 '24 06:03 zhenzhongxu

I think https://github.com/ibis-project/ibis-ml/issues/32 is sufficient for now. Will close this if sounds good to you, too.

It'll be nice to have an operator support matrix similar to Ibis', with coverages compare to scikit-learn

Specifically, Ibis measures coverage of each of it's own backends automatically (i.e. not coverage of operations supported by individual backends, such as whether something you can do in Postgres can be done in raw Ibis). Measuring coverage against scikit-learn will need to be maintained somewhat manually.

deepyaman avatar Apr 16 '24 20:04 deepyaman

https://github.com/ibis-project/ibis-ml/issues/32 https://github.com/ibis-project/ibis-ml/pull/102

done

jitingxu1 avatar May 28 '24 23:05 jitingxu1