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GitHub / scikit-learn/scikit-learn issues and pull requests

#31765 - DOC: Update two more reference links

Pull Request - State: open - Opened by star1327p 12 days ago

#31762 - Release 1.7.1

Pull Request - State: open - Opened by jeremiedbb 13 days ago

#31760 - doc(interpretation linear model): small changes

Pull Request - State: open - Opened by MarieSacksick 13 days ago

#31759 - FIX FeatureUnion._set_output handles pandas Series (GH#31318)

Pull Request - State: open - Opened by Kalyan1210 13 days ago - 1 comment
Labels: module:pipeline

#31758 - :lock: :robot: CI Update lock files for main CI build(s) :lock: :robot:

Pull Request - State: open - Opened by scikit-learn-bot 14 days ago - 1 comment
Labels: Build / CI

#31758 - :lock: :robot: CI Update lock files for main CI build(s) :lock: :robot:

Pull Request - State: closed - Opened by scikit-learn-bot 14 days ago - 1 comment
Labels: Build / CI

#31757 - :lock: :robot: CI Update lock files for array-api CI build(s) :lock: :robot:

Pull Request - State: open - Opened by scikit-learn-bot 14 days ago - 1 comment
Labels: Build / CI

#31756 - :lock: :robot: CI Update lock files for free-threaded CI build(s) :lock: :robot:

Pull Request - State: open - Opened by scikit-learn-bot 14 days ago - 1 comment
Labels: Build / CI

#31756 - :lock: :robot: CI Update lock files for free-threaded CI build(s) :lock: :robot:

Pull Request - State: closed - Opened by scikit-learn-bot 14 days ago - 1 comment
Labels: Build / CI

#31755 - :lock: :robot: CI Update lock files for scipy-dev CI build(s) :lock: :robot:

Pull Request - State: closed - Opened by scikit-learn-bot 14 days ago - 1 comment
Labels: Build / CI

#31755 - :lock: :robot: CI Update lock files for scipy-dev CI build(s) :lock: :robot:

Pull Request - State: open - Opened by scikit-learn-bot 14 days ago - 1 comment
Labels: Build / CI

#31754 - In Balltree, filter out/mask specific points in query

Issue - State: open - Opened by sdementen 15 days ago
Labels: New Feature, Needs Triage

#31753 - MAINT Clean up deprecations for 1.8: scoring='max_error'

Pull Request - State: open - Opened by natmokval 15 days ago - 4 comments
Labels: module:metrics, No Changelog Needed

#31751 - FIX FeatureUnion._set_output for pandas Series (#31318)

Pull Request - State: open - Opened by lycus-Liang 15 days ago - 1 comment
Labels: module:pipeline

#31750 - Full Python/sklearn Adaptation of py-earth

Issue - State: open - Opened by edithatogo 15 days ago
Labels: New Feature, Needs Triage

#31748 - sklearn.linear_model.Lasso missing check for invalid alpha

Issue - State: open - Opened by sjh0849 15 days ago - 1 comment
Labels: Bug, Needs Triage

#31747 - sklearn.feature_selection.SelectKBest invalid check for floating k

Issue - State: open - Opened by sjh0849 15 days ago
Labels: Bug, Needs Triage

#31746 - sklearn.preprocessing.PolynomialFeatures invalid check for negative degree

Issue - State: open - Opened by sjh0849 15 days ago
Labels: Bug, Needs Triage

#31745 - weak check on sklearn.decomposition.TruncatedSVD for n_components

Issue - State: open - Opened by sjh0849 15 days ago
Labels: Bug, Needs Triage

#31744 - Weak check on sklearn.cluster.KMeans for n_clusters

Issue - State: open - Opened by sjh0849 15 days ago
Labels: Bug, Needs Triage

#31743 - sklearn.model_selection.RepeatedKFold not validating invalid n_splits

Issue - State: open - Opened by sjh0849 16 days ago
Labels: Bug, Needs Triage

#31737 - BUG: Fix _most_frequent to safely handle incomparable types (e.g. Non…

Pull Request - State: open - Opened by AHB30 18 days ago - 1 comment
Labels: module:impute

#31728 - Making the extension contract stable through version upgrades

Issue - State: open - Opened by fkiraly 19 days ago - 6 comments
Labels: New Feature, Developer API

#31723 - FIX Avoid fitting a pipeline without steps

Pull Request - State: closed - Opened by DeaMariaLeon 20 days ago - 10 comments
Labels: module:pipeline, No Changelog Needed

#31722 - `test_unsorted_indices` for `SVC` may fail randomly with sparse vs dense data

Issue - State: open - Opened by virchan 20 days ago
Labels: Bug, Hard, module:svm, Needs Reproducible Code

#31721 - Update covariance.rst

Pull Request - State: open - Opened by AHB30 21 days ago - 1 comment

#31720 - TST use global_random_seed in sklearn/compose/tests/test_column_transformer.py

Pull Request - State: open - Opened by natmokval 21 days ago - 1 comment
Labels: module:compose

#31719 - What are the coefficients returned by Polynomial Ridge Regression (or any regression)?

Issue - State: open - Opened by MikeB2019x 21 days ago
Labels: Documentation, Needs Triage

#31718 - MNT Remove built_with_meson logic

Pull Request - State: closed - Opened by lesteve 21 days ago - 1 comment

#31717 - SimpleImputer fails in "most_frequent" if incomparable types only if ties

Issue - State: open - Opened by AlexandreAbraham 21 days ago
Labels: Bug, Needs Triage

#31716 - :lock: :robot: CI Update lock files for main CI build(s) :lock: :robot:

Pull Request - State: closed - Opened by scikit-learn-bot 21 days ago - 2 comments
Labels: Build / CI, No Changelog Needed

#31715 - :lock: :robot: CI Update lock files for array-api CI build(s) :lock: :robot:

Pull Request - State: closed - Opened by scikit-learn-bot 21 days ago - 1 comment
Labels: Build / CI

#31714 - :lock: :robot: CI Update lock files for free-threaded CI build(s) :lock: :robot:

Pull Request - State: closed - Opened by scikit-learn-bot 21 days ago - 2 comments
Labels: Build / CI

#31713 - :lock: :robot: CI Update lock files for scipy-dev CI build(s) :lock: :robot:

Pull Request - State: closed - Opened by scikit-learn-bot 21 days ago - 1 comment
Labels: Build / CI

#31712 - Incorrect error message in `_check_sample_weight`

Issue - State: open - Opened by lucyleeow 21 days ago - 1 comment

#31711 - DOC Fix typo in `ensemble.rst`

Pull Request - State: closed - Opened by lucyleeow 21 days ago - 1 comment
Labels: Documentation, Quick Review

#31710 - DOC: Replace the tag XXX with Note in Glossary

Pull Request - State: closed - Opened by star1327p 21 days ago - 1 comment
Labels: Documentation

#31709 - FIX: Ignore pos_label for non-binary f1_score in scorer

Pull Request - State: closed - Opened by ShauryaDusht 23 days ago - 2 comments
Labels: module:metrics

#31708 - Frisch-Newton Interior Point Solver for Quantile Regression

Issue - State: open - Opened by s3alfisc 23 days ago - 4 comments
Labels: New Feature, Needs Decision - Include Feature

#31707 - Dataset uploaded

Pull Request - State: closed - Opened by Abhijais4896 23 days ago - 3 comments
Labels: spam

#31706 - DOC: clarify usage of assume_centered parameter in EmpiricalCovariance

Pull Request - State: open - Opened by Toshaksha 23 days ago - 1 comment
Labels: Documentation

#31705 - EmpiricalCovariance user guide assume_centered tip incorrect

Issue - State: open - Opened by rnowling 24 days ago - 1 comment
Labels: Documentation, Needs Triage

#31704 - DOC add link for Discussions in the footer

Pull Request - State: closed - Opened by reshamas 24 days ago - 1 comment
Labels: Documentation

#31703 - MNT little refactor and doc improvement for metadata routing consumes() methods

Pull Request - State: open - Opened by StefanieSenger 24 days ago - 2 comments
Labels: Documentation, module:utils, No Changelog Needed, Metadata Routing

#31702 - DEBUG saga convergence with sample_weight

Pull Request - State: open - Opened by ogrisel 24 days ago - 1 comment
Labels: module:utils

#31701 - MNT Add `_check_sample_weights` to classification metrics

Pull Request - State: open - Opened by lucyleeow 24 days ago - 7 comments
Labels: module:metrics

#31700 - Pipelines are permitted to have no steps and are displayed as fitted

Issue - State: closed - Opened by DeaMariaLeon 24 days ago - 11 comments
Labels: Bug

#31699 - DOC: Add prediction latency plot links to out-of-core classification docs

Pull Request - State: closed - Opened by sailaxmitumu2000 25 days ago - 2 comments
Labels: Documentation

#31698 - WIP: ENH Display Methods in HTML representation

Pull Request - State: open - Opened by DeaMariaLeon 25 days ago - 1 comment
Labels: module:utils, frontend

#31697 - Improve README.rst for better readability and formatting [MRG]

Pull Request - State: closed - Opened by MasumiYano 25 days ago - 2 comments

#31696 - DOC Fix `pos_label` docstring in Display classes

Pull Request - State: open - Opened by lucyleeow 25 days ago - 3 comments
Labels: Documentation, module:metrics, Quick Review

#31695 - MNT Refactor get_metadata_routing method in MetadataRequest to directly use _get_metadata_request instead

Pull Request - State: open - Opened by StefanieSenger 25 days ago - 4 comments
Labels: module:utils, No Changelog Needed, Metadata Routing

#31694 - DOC Make references to scipy modules/functions links in `pairwise.py`

Pull Request - State: closed - Opened by lucyleeow 25 days ago - 2 comments
Labels: Documentation, module:metrics, Quick Review, Waiting for Second Reviewer

#31693 - ENH: Add xlim/ylim parameters to DecisionBoundaryDisplay.from_estimator

Pull Request - State: open - Opened by ShauryaDusht 26 days ago - 4 comments
Labels: module:inspection

#31692 - TST use global_random_seed in sklearn/covariance/tests/test_graphical…

Pull Request - State: open - Opened by 0xs1d 26 days ago - 1 comment
Labels: module:covariance

#31691 - Revert ":lock: :robot: CI Update lock files for main CI build(s) :lock: :robot: (#31632)"

Pull Request - State: closed - Opened by adrinjalali 26 days ago - 3 comments
Labels: Build / CI, module:linear_model, No Changelog Needed

#31690 - MAINT CI cleanups and checks

Pull Request - State: closed - Opened by ogrisel 26 days ago - 1 comment
Labels: Build / CI, No Changelog Needed

#31689 - Mention possibility of regression targets in warning about unique classes >50% of n_samples

Pull Request - State: closed - Opened by lucyleeow 26 days ago - 1 comment
Labels: module:utils, No Changelog Needed

#31688 - MAINT upgrade CI to cibuildwheel 3.0

Pull Request - State: closed - Opened by ogrisel 26 days ago - 1 comment
Labels: Build / CI

#31687 - DOC Recommend setting `array_api_dispatch` globally in array API docs

Pull Request - State: closed - Opened by lucyleeow 26 days ago - 1 comment
Labels: Documentation, Array API

#31686 - Bump pypa/cibuildwheel from 2.23.3 to 3.0.0 in the actions group

Pull Request - State: closed - Opened by dependabot[bot] 27 days ago - 4 comments
Labels: Build / CI, dependencies

#31685 - FIX Revert tarfile_extractall clean-up

Pull Request - State: closed - Opened by jeremiedbb 27 days ago - 2 comments
Labels: module:datasets, module:utils, To backport, Quick Review

#31684 - DOC add links to plot_model_complexity_influence example in SVM and c…

Pull Request - State: closed - Opened by sailaxmitumu2000 27 days ago - 1 comment
Labels: Documentation

#31682 - Docs: Add Nvidia RAPIDS

Pull Request - State: open - Opened by smith558 28 days ago - 7 comments
Labels: Documentation

#31681 - DOC: Add missing link to example in plot_digits_agglomeration.py

Pull Request - State: open - Opened by Nachi28 28 days ago - 2 comments
Labels: Documentation

#31680 - Add envelope_detector with docstring

Pull Request - State: closed - Opened by praveenndj 28 days ago - 2 comments

#31678 - DOC: Add plot_logistic_path example link to LogisticRegression docstring

Pull Request - State: closed - Opened by SHOURYAHANDA 29 days ago - 5 comments
Labels: Documentation, module:linear_model

#31677 - DOC: Remove FIXME tags from glossary

Pull Request - State: closed - Opened by ShauryaDusht 29 days ago - 2 comments
Labels: Documentation

#31676 - DOC : Remove FIXME tags from glossary

Pull Request - State: closed - Opened by ShauryaDusht 29 days ago - 2 comments
Labels: Documentation

#31675 - Fix sample weight handling in SAG(A)

Pull Request - State: open - Opened by snath-xoc 30 days ago - 5 comments
Labels: module:gaussian_process, module:linear_model

#31674 - fix(docs): Fix glossary FIXME tags

Pull Request - State: closed - Opened by bl3ck 30 days ago - 2 comments

#31673 - Add requires_fit=False tag to FeatureHasher and HashingVectorizer

Pull Request - State: closed - Opened by nishanthp about 1 month ago - 1 comment
Labels: module:feature_extraction

#31672 - ENH Add clip parameter to MaxAbsScaler

Issue - State: open - Opened by glevv about 1 month ago - 1 comment
Labels: Enhancement, API, Needs Investigation

#31671 - ENH add Array API support for `d2_pinball_score` and `d2_absolute_error_score`

Pull Request - State: open - Opened by virchan about 1 month ago - 9 comments
Labels: module:metrics, Array API

#31669 - DOC fix typo and improve whatsnew of #31665

Pull Request - State: closed - Opened by lorentzenchr about 1 month ago - 1 comment
Labels: Documentation, Quick Review, Waiting for Second Reviewer

#31668 - memory leak for QuantileTransformer

Issue - State: open - Opened by antipisa about 1 month ago - 2 comments
Labels: Bug, Performance, module:preprocessing, Needs Investigation

#31667 - DOC Fixed minor typo: "multiclasss" -> "multiclass"

Pull Request - State: closed - Opened by burkh4rt about 1 month ago - 1 comment
Labels: Documentation, module:metrics, Quick Review, Waiting for Second Reviewer

#31666 - Add high-temp sensor input support to data loader

Pull Request - State: closed - Opened by praveenndj about 1 month ago - 1 comment
Labels: module:datasets, spam

#31665 - ENH avoid np.square(X) in enet_coordinate_descent to save memory

Pull Request - State: closed - Opened by lorentzenchr about 1 month ago - 2 comments
Labels: Performance, module:linear_model, cython

#31664 - Update _classes.py

Pull Request - State: closed - Opened by peelidramuk about 1 month ago - 2 comments
Labels: module:tree

#31663 - Add doc comment on sample weight handling in the RandomForestClassifier

Pull Request - State: closed - Opened by praveenndj about 1 month ago - 1 comment
Labels: module:ensemble

#31661 - MNT fix typo in changelog of #31414

Pull Request - State: closed - Opened by antoinebaker about 1 month ago - 2 comments
Labels: Documentation

#31660 - DOC Increase prominence of starting from existing issues

Pull Request - State: open - Opened by betatim about 1 month ago - 10 comments
Labels: Documentation

#31659 - Metadata not routed to transformers in pipeline during cross validation.

Issue - State: open - Opened by maxrdu about 1 month ago - 8 comments
Labels: Bug, Metadata Routing

#31658 - Add array API tests for `pairwise_distances`

Pull Request - State: closed - Opened by lucyleeow about 1 month ago - 2 comments
Labels: No Changelog Needed, Array API

#31657 - DOC Managing huntr security vulnerability reports

Issue - State: open - Opened by reshamas about 1 month ago - 2 comments
Labels: Documentation, Needs Investigation

#31656 - bump min dependencies anticipating next major release on 2025-11-01

Pull Request - State: open - Opened by GaetandeCast about 1 month ago - 3 comments
Labels: dependencies

#31655 - Add GA integration stub

Pull Request - State: closed - Opened by peelidramuk about 1 month ago - 2 comments
Labels: spam

#31654 - FIX metadata routing for scorer

Pull Request - State: open - Opened by tomMoral about 1 month ago - 2 comments
Labels: module:metrics, module:utils

#31653 - DOC About Us page - clarify team descriptions

Issue - State: open - Opened by reshamas about 1 month ago - 1 comment
Labels: Documentation

#31651 - MNT Fix typos in pairwise tests

Pull Request - State: closed - Opened by lucyleeow about 1 month ago - 2 comments
Labels: module:metrics, No Changelog Needed, Quick Review, Array API