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Pull requests: scikit-learn/scikit-learn
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FEAT Large Margin Nearest Neighbor implementation module:neighbors module:utils Move to scikit-learn-extra This PR should be moved to the scikit-learn-extras repository Needs Decision - Close Requires decision for closing New Feature
#8602 opened Mar 17, 2017 by johny-c Loading…
ENH add CAP curve module:metrics
#28972 opened May 7, 2024 by JosephBARBIERDARNAL Loading…
9 of 17 tasks
[MRG+1] Support Vector Data Description cython module:svm Stalled
#7910 opened Nov 19, 2016 by ivannz Loading…
ENH add Naive Bayes Metaestimator
ColumnwiseNB (aka "GeneralNB") module:naive_bayes New Feature #22574 opened Feb 22, 2022 by avm19 Loading…
[WIP] Adding classes argument to Gaussian Naive Bayes API Needs Decision Requires decision
#9290 opened Jul 6, 2017 by thismlguy Loading…
FEA Group aware Time-based cross validation module:model_selection Waiting for Reviewer
#16236 opened Jan 26, 2020 by getgaurav2 Loading…
[WIP] Example of multiple imputation with IterativeImputer help wanted module:impute
#13025 opened Jan 21, 2019 by sergeyf Loading…
[MRG] Implement calibration loss metrics module:metrics Stalled
#11096 opened May 15, 2018 by samronsin Loading…
ENH Add Friedman's H-squared module:inspection Waiting for Second Reviewer First reviewer is done, need a second one!
ENH: OOB Permutation Importance for Random Forests API Enhancement module:ensemble Needs Decision Requires decision Stalled
#18603 opened Oct 11, 2020 by robert-robison Loading…
FEA Confusion matrix derived metrics module:metrics Waiting for Reviewer
#19556 opened Feb 25, 2021 by Pawel-Kranzberg Loading…
[MRG] Binned regression cv help wanted module:model_selection Needs Decision - Include Feature Requires decision regarding including feature Needs Decision Requires decision Stalled
#14560 opened Aug 2, 2019 by amueller Loading…
[MRG+1] Enable using 2SD scaling in StandardScaler module:preprocessing Needs Decision Requires decision Stalled
#10875 opened Mar 26, 2018 by parth1993 Loading…
[MRG] Add plotting module with heatmaps for confusion matrix and grid search results Stalled
#9173 opened Jun 20, 2017 by thismlguy Loading…
DOC add example to show how to deal with cross-validation Documentation
#18821 opened Nov 12, 2020 by glemaitre Loading…
ENH : Speed up TargetEncoder.transform for small batches module:preprocessing
#32368 opened Oct 4, 2025 by gautamvarmadatla Loading…
FEA Callbacks base infrastructure + progress bars No Changelog Needed
#27663 opened Oct 25, 2023 by jeremiedbb Loading…
[MRG] GridSearchCV.use_warm_start parameter for efficiency Enhancement module:model_selection Needs Decision Requires decision
#8230 opened Jan 24, 2017 by jnothman Loading…
5 tasks done
[WIP] Resamplers Needs Decision Requires decision
#13269 opened Feb 26, 2019 by orausch Loading…
3 of 8 tasks
[MRG] New feature: SamplingImputer module:utils Needs Benchmarks A tag for the issues and PRs which require some benchmarks Needs Decision - Include Feature Requires decision regarding including feature New Feature
#11368 opened Jun 27, 2018 by jeremiedbb Loading…
3 tasks done
FEAT Support precomputed distance matrix for
PairwiseDistancesReductions cython module:metrics #29483 opened Jul 15, 2024 by kyrajeep Loading…
[MRG+1] Added support for sparse multilabel y for Nearest neighbor classifiers help wanted module:neighbors module:utils Stalled
#9059 opened Jun 8, 2017 by massich Loading…
ENH Paired haversine module:metrics Needs Decision Requires decision Waiting for Second Reviewer First reviewer is done, need a second one!
#22705 opened Mar 6, 2022 by jona-sassenhagen Loading…
FEAT Polynomial Chaos Expansions module:preprocessing module:utils
#27842 opened Nov 25, 2023 by PieterjanRobbe Loading…
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ProTip! Updated in the last three days: updated:>2025-12-09.