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FEA Add sample variance support for GaussianProcessRegressor.fit#24188

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wen-zheng wants to merge 17 commits intoscikit-learn:mainfrom
wen-zheng:patch-1
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FEA Add sample variance support for GaussianProcessRegressor.fit#24188
wen-zheng wants to merge 17 commits intoscikit-learn:mainfrom
wen-zheng:patch-1

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@wen-zheng
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add sample variance option in "fit" interface, make it more coherent/consistent with other estimators (i.e. "sample_weight" option in other estimators)

Reference Issues/PRs

See also #7975, #7985, #7821

What does this implement/fix? Explain your changes.

I add the sample_variance option in fit interface

Any other comments?

add sample variance option in "fit" interface, make it more coherent/consistent with other estimators (i.e. "sample_weight" option in other estimators)
@wen-zheng
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@jjerphan

@wen-zheng
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I will add test code for my pull request, please wait

@jjerphan jjerphan changed the title revamp fit interface FEA Add sample variance support for GaussianProcessRegressor.fit Aug 22, 2022
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@ogrisel everything is ok

@wen-zheng
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@ogrisel

@wen-zheng wen-zheng requested a review from ogrisel February 5, 2023 16:01
@wen-zheng
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@ogrisel ping, any suggestions?

@wen-zheng
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@jjerphan ping, any suggestions?

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2 participants