Release 1.7.1#31762

Merged

jeremiedbb merged 103 commits intoscikit-learn:1.7.Xfrom

jeremiedbb:release-1.7.1

Jul 17, 2025

Commits on Jul 16, 2025

MNT Update array-api-compat to 1.12 (#31388)

lesteve
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DOC: Correct a typo: this examples -> this example (#31458)

star1327p
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DOC Use `from_cv_results` in `plot_roc_crossval.py` (#31455)

lucyleeow
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:lock: :robot: CI Update lock files for main CI build(s) :lock: :robot: (#31466)

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MNT Use tmp_path fixture for test_check_memory (#31453)

hroncok
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:lock: :robot: CI Update lock files for array-api CI build(s) :lock: :robot: (#31465)

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:lock: :robot: CI Update lock files for scipy-dev CI build(s) :lock: :robot: (#31463)

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:lock: :robot: CI Update lock files for free-threaded CI build(s) :lock: :robot: (#31464)

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DOC Add link to plot_monotonic_constraints.py in ensemble examples (#31471)

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DOC Add link for prediction latency plot example in SGD Regression#30621 (#31477)

tjnorred
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:lock: :robot: CI Update lock files for scipy-dev CI build(s) :lock: :robot: (#31505)

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:lock: :robot: CI Update lock files for free-threaded CI build(s) :lock: :robot: (#31506)

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:lock: :robot: CI Update lock files for array-api CI build(s) :lock: :robot: (#31507)

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:lock: :robot: CI Update lock files for main CI build(s) :lock: :robot: (#31508)

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DOC Add additional donation options to About page (#31379)

ShauryaDusht
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MNT Add free-threaded wheel for Linux arm (#31513)

MatthewSZhang
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DOC Added example comparing L1-based models to ARD user guide (#31425)

supersom
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DOC: Add link to plot_ensemble_oob example (#31457)

Ganasekhar-gif
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FIX: fix wrongly used `plt.show()` in examples (#31524)

ChVeen
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DOC add reference to higher level functions in estimator_checks_generator (#31480)

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DOC Scale data before using k-neighbours regression (#31201)

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Preemptively fix incompatibilities with an upcoming array-api-strict release (#31517)

ev-br
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CI Fix wheels build after cibuildwheel 3.0 release (#31532)

lesteve
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DOC Clarify metadata routing docs from `_metadata_requests.py` module (#31419)

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DOC Update About Us page (#31519)

reshamas
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TST use global_random_seed in sklearn/feature_extraction/tests/test_image.py (#31310)

TheAyos
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DOC link kernel_approximation example to Nystrom and RBFSampler in User Guide (#31562)

agitator
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DOC Fix `RocCurveDisplay` docstring and parameter order (#31578)

lucyleeow
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:lock: :robot: CI Update lock files for scipy-dev CI build(s) :lock: :robot: (#31549)

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:lock: :robot: CI Update lock files for array-api CI build(s) :lock: :robot: (#31551)

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:lock: :robot: CI Update lock files for free-threaded CI build(s) :lock: :robot: (#31550)

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:lock: :robot: CI Update lock files for main CI build(s) :lock: :robot: (#31552)

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DOC: add link to the plot_mahalanobis_distances example (#31485)

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Doc add link plot robust vs empirical covariance examples (#31511)

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DOC add link to plot_cv_predict example in cross_val_predict doc (#31504)

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MNT replace `fetch_california_housing` with `make_regression` in `getting_started.rst` and `compose.rst` (#31579)

virchan
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DOC:Add inline example link to RFECV class docstring (#30621) (#31476)

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DOC change 'relation' to 'relationship' in classification_threshold (#31570)

mayankraj25
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DOC implement responsive multi-column layout for emeritus contributors to reduce whitespace (#31565)

bl3ck
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DOC fix formatting of `intercept_scaling` parameter in `LogisticRegression`-related docs (#31577)

virchan
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BLD: use more modern way to specify license metadata (#31560)

rrricharrrd
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DOC: Improve Ridge regression example — fix typo, clarify title, add legend (#31539)

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FIX set `CategoricalNB().__sklearn_tags__.input_tags.categorical` to `True` (#31556)

ogrisel
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DOC Fix example Recursive feature elimination with cross-validation (#31516)

StefRe
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DOC Add examples of make_scorer usage to fbeta_score docstring (#28755)

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DOC Improve older whats_new doc entries (#31589)

ztw33
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FIX fix comparison between array-like parameters when detecting non-default params for HTML representation (#31528)

DeaMariaLeon
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DOC Revise the math formatting for eta_0 (#31598)

star1327p
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MNT Simplify inefficient regex (#31603)

lesteve
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GOV more pragmatic decision making process for small PRs (#31430)

lorentzenchr
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DOC Fix misleading statement about model refitting in permutation importance docs (#31596)

GaetandeCast
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CI Avoid Windows timeout by switching to OpenBLAS (#31641)

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FIX use pyarrow types in pyarrow.filter() for older pyarrow versions (#31605)

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Fix `make_swiss_roll` docstring to resolve a copyright ambiguity (#31646)

ogrisel
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DOC Clarify how mixed array input types handled in array api (#31452)

lucyleeow
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DOC Fixed typo (#31667)

burkh4rt
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MNT Remove deprecated `iprint` and `disp` usage in scipy 1.15 LBFGS (#31642)

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DOC fix minor typo in `TimeSeriesSplit` docstrings (#31640)

sylvaincom
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DOC Fix typo math formating (#31622)

star1327p
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DOC: Remove FIXME tags from glossary (#31677)

ShauryaDusht
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:lock: :robot: CI Update lock files for free-threaded CI build(s) :lock: :robot: (#31629)

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:lock: :robot: CI Update lock files for array-api CI build(s) :lock: :robot: (#31631)

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BLD fix missing license file (#31594)

adrinjalali
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MAINT: make scipy-doctest usage forward-compatible (#31609)

ev-br
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:lock: :robot: CI Update lock files for scipy-dev CI build(s) :lock: :robot: (#31630)

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MAINT upgrade CI to cibuildwheel 3.0 (#31688)

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:lock: :robot: CI Update lock files for main CI build(s) :lock: :robot: (#31632)

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DOC Add Links to plot_lof_novelty_detection example (#31405)

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DOC Improve docstrings for scikit-learn configuration functions (#31486)

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

lucyleeow
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MAINT CI cleanups and checks (#31690)

ogrisel
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FIX wrong >= in error message in `_locally_linear_embedding` (#29716)

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

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

lucyleeow
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DOC: Replace the tag XXX with Note in Glossary (#31710)

star1327p
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:lock: :robot: CI Update lock files for scipy-dev CI build(s) :lock: :robot: (#31713)

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

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DOC Fix typo in `ensemble.rst` (#31711)

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

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FIX Revert tarfile_extractall clean-up (#31685)

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

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BLD Use Cython's shared memoryview utility to reduce wheel size (#31151)

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DOC add link for Discussions in the footer (#31704)

reshamas
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FIX short deprecation cycle for private module (#31500)

glemaitre
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CI Move some pip_dependencies to conda_dependencies (#31623)

StefanieSenger
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DOC Fix broken formatting of `cohen_kappa_score` docstring (#31732)

StefanieSenger
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DOC: Correct several math typos in the User Guide (#31736)

star1327p
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CI Remove constraints for scipy version in `pylatest_conda_mkl_no_openmp` job (#31729)

StefanieSenger
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MNT Update pre-commit ruff legacy alias (#31740)

DimitriPapadopoulos
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DOC: Update a link to a research paper (#31739)

star1327p
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Fix `PandasAdapter` causes crash or misattributed features (#31079)

nicolas-bolle
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Fix spurious warning from type_of_target when called on estimator.classes_ (#31584)

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FIX Avoid fitting a pipeline without steps (#31723)

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

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

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

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

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

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FIX: Regression in DecisionBoundaryDisplay.from_estimator with colors and plot_method='contour' (#31553)

jshn9515
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CI Avoid miniconda CondaToSNonInteractiveError and stop using the default channel (#31771)

lesteve
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set version
jeremiedbb
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generate changelog 1.7.1
jeremiedbb
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[cd build] Trigger wheel builder workflow
jeremiedbb
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Release 1.7.1#31762jeremiedbb merged 103 commits intoscikit-learn:1.7.Xscikit-learn/scikit-learn:1.7.Xfrom jeremiedbb:release-1.7.1jeremiedbb/scikit-learn:release-1.7.1Copy head branch name to clipboard

Commits

Commits on Jul 16, 2025

Release 1.7.1#31762
jeremiedbb merged 103 commits intoscikit-learn:1.7.Xfrom
jeremiedbb:release-1.7.1