FIX warn if an estimator does have a concrete __sklearn_tags__ implementation #30516
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adrinjalali
reviewed
Dec 22, 2024
LiorxCohen
reviewed
Dec 29, 2024
thomasjpfan
reviewed
Jan 3, 2025
Co-authored-by: Adrin Jalali <[email protected]>
Co-authored-by: Adrin Jalali <[email protected]>
Co-authored-by: Thomas J. Fan <[email protected]>
glemaitre
commented
Jan 3, 2025
Co-authored-by: Adrin Jalali <[email protected]>
jeremiedbb
reviewed
Jan 3, 2025
Co-authored-by: Jérémie du Boisberranger <[email protected]>
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So we intend to always raise and require inheriting from BaseEstimator in 1.7 ? Let's mention the version in the warning message and add a comment to remind us to clean up in 1.7 |
Not really, you could just implement |
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I modify the warning slightly to add the version for erroring and discourage defining |
jeremiedbb
reviewed
Jan 3, 2025
Co-authored-by: Jérémie du Boisberranger <[email protected]>
jeremiedbb
approved these changes
Jan 6, 2025
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When will this be updated in the library on Google Colab? I just ran into this issue when I was trying to use it with the skorch library. I am unfamiliar with the timeline these fixes are corrected. |
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…entation (scikit-learn#30516) Co-authored-by: Adrin Jalali <[email protected]> Co-authored-by: Thomas J. Fan <[email protected]> Co-authored-by: Jérémie du Boisberranger <[email protected]>
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…entation (scikit-learn#30516) Co-authored-by: Adrin Jalali <[email protected]> Co-authored-by: Thomas J. Fan <[email protected]> Co-authored-by: Jérémie du Boisberranger <[email protected]>
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…entation (#30516) Co-authored-by: Adrin Jalali <[email protected]> Co-authored-by: Thomas J. Fan <[email protected]> Co-authored-by: Jérémie du Boisberranger <[email protected]>
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closes #30479
Catch the error in the case that there is no
__sklearn_tags__implementation in the MRO. We return the default tags and request to inherit fromBaseEstimatorthat implements it.