Omar Salman

Add routing to LogisticRegressionCV

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#### Reference Issues/PRs Closes #25906 Follow up of #24498 #### What does this implement/fix? Explain your changes. - Adds routing of additional parameters including sample weight to LogisticRegressionCV - The...

ENH Add `float32` implementations for `BallTree` and `KDTree`

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#### Reference Issues/PRs Fixes #15474 #### What does this implement/fix? Explain your changes. - Adds support for float32 in BallTree and KDTree using Tempita. - The BinaryTree is also modified...

FEA Add metadata routing to RidgeCV and RidgeClassifierCV

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#### Reference Issues/PRs Towards: #22893 #### What does this implement/fix? Explain your changes. - Adds metadata routing to RidgeCV and RidgeClassifierCV #### Any other comments? CC: @adrinjalali @glemaitre

FEA Add d2_log_loss_score

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#### Reference Issues/PRs Fixes: #20943 #### What does this implement/fix? Explain your changes. - Adds d2_log_loss_score #### Any other comments?

Add warning message for beta and gamma parameters

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# What does this PR do? This adds a warning message to notify about the renaming of `gamma` and `beta` parameters during initialisation and also during loading. Fixes #29554 ##...

Fix conflicting key in init kwargs in PreTrainedTokenizerBase

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# What does this PR do? Checks if there is any key that matches a method name in PreTrainedTokenizerBase and raises an error if so to prevent errors that occur...

ENH Array API support for f1_score and multilabel_confusion_matrix

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#### Reference Issues/PRs Towards #26024 #### What does this implement/fix? Explain your changes. - Adds array api support for f1_score and the functions related to it. #### Any other comments?...

FEA Add metadata routing for RFE and RFECV

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#### Reference Issues/PRs Towards #22893 Fixes #7308 #### What does this implement/fix? Explain your changes. - Adds the routing of params to the fit methods of RFE and RFECV ####...

ENH Array Api support for linear, polynomial and sigmoid kernels

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#### Reference Issues/PRs Towards #26024 #### What does this implement/fix? Explain your changes. - Adds array api support for linear, polynomial and sigmoid kernels in `sklearn.pairwise` #### Any other comments?...

Add Relieff for feature selection

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#### Reference Issues/PRs Towards: #29605 #### What does this implement/fix? Explain your changes. - This adds the ReliefF feature selection method. #### Any other comments? CC: @adrinjalali @ogrisel This is...