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Monotonicity constraints for GradientBoostingClassifier and GradientBoostingRegressor #27305

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lorentzenchr opened this issue Sep 6, 2023 · 1 comment · Fixed by #27516
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Monotonicity constraints for GradientBoostingClassifier and GradientBoostingRegressor #27305

lorentzenchr opened this issue Sep 6, 2023 · 1 comment · Fixed by #27516
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Moderate Anything that requires some knowledge of conventions and best practices module:ensemble New Feature

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@lorentzenchr
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Describe the workflow you want to enable

As a follow-up of #13649, I'd like to use

GradientBoostingClassifier(monotonic_cst=...)

same as in HistGradientBoostingClassifier and int RandomForestClassifier.

Describe your proposed solution

Add monotonic_cst to GradientBoostingClassifier and GradientBoostingRegressor.

Describe alternatives you've considered, if relevant

No response

Additional context

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@lorentzenchr lorentzenchr added New Feature Needs Triage Issue requires triage module:ensemble Moderate Anything that requires some knowledge of conventions and best practices and removed Needs Triage Issue requires triage labels Sep 6, 2023
@Charlie-XIAO
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Hi, I would like to try implementing this one.

@Charlie-XIAO Charlie-XIAO mentioned this issue Oct 2, 2023
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@lorentzenchr lorentzenchr mentioned this issue Nov 29, 2023
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Moderate Anything that requires some knowledge of conventions and best practices module:ensemble New Feature
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@lorentzenchr @Charlie-XIAO