Release 1.7.1 #31762
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Release 1.7.1 #31762
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Co-authored-by: Lock file bot <noreply@github.com> Co-authored-by: Loïc Estève <loic.esteve@ymail.com>
…31465) Co-authored-by: Lock file bot <noreply@github.com>
…31463) Co-authored-by: Lock file bot <noreply@github.com>
…arn#31464) Co-authored-by: Lock file bot <noreply@github.com>
…cikit-learn#31471) Co-authored-by: Stefanie Senger <91849487+StefanieSenger@users.noreply.github.com>
…31505) Co-authored-by: Lock file bot <noreply@github.com>
…arn#31506) Co-authored-by: Lock file bot <noreply@github.com>
…31507) Co-authored-by: Lock file bot <noreply@github.com>
Co-authored-by: Lock file bot <noreply@github.com>
…ator (scikit-learn#31480) Co-authored-by: Virgil Chan <virchan.math@gmail.com>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org> Co-authored-by: Arturo Amor <86408019+ArturoAmorQ@users.noreply.github.com> Co-authored-by: Virgil Chan <virchan.math@gmail.com> Co-authored-by: Tim Head <betatim@gmail.com>
…31715) Co-authored-by: Lock file bot <noreply@github.com>
…arn#31714) Co-authored-by: Lock file bot <noreply@github.com>
Co-authored-by: Loïc Estève <loic.esteve@ymail.com>
Co-authored-by: Lock file bot <noreply@github.com> Co-authored-by: Jérémie du Boisberranger <jeremie@probabl.ai>
…it-learn#31151) Co-authored-by: Loïc Estève <loic.esteve@ymail.com>
Co-authored-by: Jérémie du Boisberranger <jeremie@probabl.ai>
…arn#31079) Co-authored-by: Jérémie du Boisberranger <jeremie@probabl.ai>
…sses_ (scikit-learn#31584) Co-authored-by: Jérémie du Boisberranger <jeremie@probabl.ai> Co-authored-by: Lucy Liu <jliu176@gmail.com>
…sses >50% of n_samples (scikit-learn#31689) Co-authored-by: Jérémie du Boisberranger <jeremie@probabl.ai>
Co-authored-by: Lock file bot <noreply@github.com>
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…arn#31756) Co-authored-by: Lock file bot <noreply@github.com>
…31755) Co-authored-by: Lock file bot <noreply@github.com>
… and plot_method='contour' (scikit-learn#31553) Co-authored-by: Jérémie du Boisberranger <jeremie@probabl.ai>
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[cd build]commit message to upload wheels to the staging repoand wait for merge
Picks and Drops
drop e70ae56 MNT Bump version to 1.8.dev0 on main (#31336)
pick 9b40cbc MNT Update array-api-compat to 1.12 (#31388)
pick 4560abc DOC: Correct a typo: this examples -> this example (#31458)
pick 6343cd7 DOC Use
from_cv_resultsinplot_roc_crossval.py(#31455)pick bb56546 🔒 🤖 CI Update lock files for main CI build(s) 🔒 🤖 (#31466)
pick 9062822 MNT Use tmp_path fixture for test_check_memory (#31453)
drop 5c21794 Add array API support to
median_absolute_error(#31406)pick d11be4e 🔒 🤖 CI Update lock files for array-api CI build(s) 🔒 🤖 (#31465)
pick 58131e5 🔒 🤖 CI Update lock files for scipy-dev CI build(s) 🔒 🤖 (#31463)
pick 7d0cbaf 🔒 🤖 CI Update lock files for free-threaded CI build(s) 🔒 🤖 (#31464)
pick c4a0043 DOC Add link to plot_monotonic_constraints.py in ensemble examples (#31471)
pick 73a8a65 DOC Add link for prediction latency plot example in SGD Regression#30621 (#31477)
drop 88410d6 DOC Backport 1.7 changelog into the main branch (#31491)
drop 34e46b0 MNT Update SECURITY.md for 1.7.0 (#31493)
pick c7397e7 🔒 🤖 CI Update lock files for scipy-dev CI build(s) 🔒 🤖 (#31505)
pick a2b2f0e 🔒 🤖 CI Update lock files for free-threaded CI build(s) 🔒 🤖 (#31506)
pick 02e59fe 🔒 🤖 CI Update lock files for array-api CI build(s) 🔒 🤖 (#31507)
pick 4f1038c 🔒 🤖 CI Update lock files for main CI build(s) 🔒 🤖 (#31508)
pick 8bec6d0 DOC Add additional donation options to About page (#31379)
pick ab3d34e MNT Add free-threaded wheel for Linux arm (#31513)
drop 1fae098 FIX: Change limits of power_t param to [0, inf) (#31474)
pick 3962c28 DOC Added example comparing L1-based models to ARD user guide (#31425)
drop 5509d2f MNT Fix docstring of _BaseComposition (#31484)
pick 1588ec9 DOC: Add link to plot_ensemble_oob example (#31457)
pick 780b393 FIX: fix wrongly used
plt.show()in examples (#31524)pick aa8b113 DOC add reference to higher level functions in estimator_checks_generator (#31480)
drop d03054b FIX Remove
median_absolute_errorfromMETRICS_WITHOUT_SAMPLE_WEIGHT(#30787)pick 9f86681 DOC Scale data before using k-neighbours regression (#31201)
pick d171a3c Preemptively fix incompatibilities with an upcoming array-api-strict release (#31517)
pick 6ac2cb3 CI Fix wheels build after cibuildwheel 3.0 release (#31532)
pick 082eb5d DOC Clarify metadata routing docs from
_metadata_requests.pymodule (#31419)drop 6092846 ENH Improve error message in
check_requires_y_none(#31481)drop 8eabbed MAINT: remove unused local vars in mixture.gaussian_mixture.py (#31432)
pick 008d47a DOC Update About Us page (#31519)
pick 4872503 TST use global_random_seed in sklearn/feature_extraction/tests/test_image.py (#31310)
drop d4d4af8 MNT Move
entropyto private function (#31294)drop 031d2f8 FIX Draw indices using sample_weight in Bagging (#31414)
drop 1e8e01f MNT remove /take bot (#31568)
pick ffe9be7 DOC link kernel_approximation example to Nystrom and RBFSampler in User Guide (#31562)
pick fa0ce3d DOC Fix
RocCurveDisplaydocstring and parameter order (#31578)pick ef70518 🔒 🤖 CI Update lock files for scipy-dev CI build(s) 🔒 🤖 (#31549)
pick c1c336a 🔒 🤖 CI Update lock files for array-api CI build(s) 🔒 🤖 (#31551)
pick 0a1abf4 🔒 🤖 CI Update lock files for free-threaded CI build(s) 🔒 🤖 (#31550)
pick bb79d6e 🔒 🤖 CI Update lock files for main CI build(s) 🔒 🤖 (#31552)
pick 64537e0 DOC: add link to the plot_mahalanobis_distances example (#31485)
pick 2e9b848 Doc add link plot robust vs empirical covariance examples (#31511)
pick 9bf3c41 DOC add link to plot_cv_predict example in cross_val_predict doc (#31504)
pick 4afccb9 MNT replace
fetch_california_housingwithmake_regressioningetting_started.rstandcompose.rst(#31579)pick 2ca6d4d DOC:Add inline example link to RFECV class docstring (#30621) (#31476)
pick e6699bf DOC change 'relation' to 'relationship' in classification_threshold (#31570)
pick 0fb2355 DOC implement responsive multi-column layout for emeritus contributors to reduce whitespace (#31565)
pick 91ffbff DOC fix formatting of
intercept_scalingparameter inLogisticRegression-related docs (#31577)pick ec1be32 BLD: use more modern way to specify license metadata (#31560)
pick 1d5e692 DOC: Improve Ridge regression example — fix typo, clarify title, add legend (#31539)
pick 107e009 FIX set
CategoricalNB().__sklearn_tags__.input_tags.categoricaltoTrue(#31556)drop dab0842 ENH: Make roc_curve array API compatible (#30878)
pick 51fae9f DOC Fix example Recursive feature elimination with cross-validation (#31516)
pick f27a26d DOC Add examples of make_scorer usage to fbeta_score docstring (#28755)
drop cccf7b4 Array API support for pairwise kernels (#29822)
pick d1479da DOC Improve older whats_new doc entries (#31589)
pick b39ab89 FIX fix comparison between array-like parameters when detecting non-default params for HTML representation (#31528)
drop cc526ee FEA Add array API support for GaussianMixture (#30777)
drop 0fc081a Fix
_fill_or_add_to_diagonalwhenreshapereturns copy (#31445)pick 8792943 DOC Revise the math formatting for eta_0 (#31598)
drop bde701d MNT Use
_add_to_diagonalin GaussianMixture (#31607)pick 5430920 MNT Simplify inefficient regex (#31603)
pick 651a4ae GOV more pragmatic decision making process for small PRs (#31430)
pick bd60ea7 DOC Fix misleading statement about model refitting in permutation importance docs (#31596)
drop 9028b51 MNT Fix typos in pairwise tests (#31651)
pick c92330f CI Avoid Windows timeout by switching to OpenBLAS (#31641)
drop 4daff41 FIX GaussianMixture sample method to correctly handle mps (#31639)
drop f3470f8 ENH Add support for np.nan values in SplineTransformer (#28043)
pick b51965a FIX use pyarrow types in pyarrow.filter() for older pyarrow versions (#31605)
pick ba954b7 Fix
make_swiss_rolldocstring to resolve a copyright ambiguity (#31646)drop 6ccb204 feat: support Intel GPUs in Array API testing (#31650)
pick 20d33d5 DOC Clarify how mixed array input types handled in array api (#31452)
drop 20b8d0b Add array API tests for
pairwise_distances(#31658)drop 0202fd3 MNT fix typo in changelog of #31414 (#31661)
drop 687e84a ENH avoid np.square(X) in enet_coordinate_descent to save memory (#31665)
pick 969ed53 DOC Fixed typo (#31667)
pick 983d982 MNT Remove deprecated
iprintanddispusage in scipy 1.15 LBFGS (#31642)drop db21513 DOC fix typo and improve whatsnew of #31665 (#31669)
pick 1aeef80 DOC fix minor typo in
TimeSeriesSplitdocstrings (#31640)pick 2520ceb DOC Fix typo math formating (#31622)
pick a303122 DOC: Remove FIXME tags from glossary (#31677)
pick 02ba220 🔒 🤖 CI Update lock files for free-threaded CI build(s) 🔒 🤖 (#31629)
pick 15fac6d 🔒 🤖 CI Update lock files for array-api CI build(s) 🔒 🤖 (#31631)
pick dedcf1f BLD fix missing license file (#31594)
pick 6eeb167 MAINT: make scipy-doctest usage forward-compatible (#31609)
drop 36ef203 ENH Add array API for PolynomialFeatures (#31580)
drop aa2131f EFF Make
GaussianProcessRegressor.predictfaster when return_std and return_cov are false (#31431)drop 00763ab MNT Reduce iteration over steps in
_sk_visual_block_(#29022)pick ca28dbf 🔒 🤖 CI Update lock files for scipy-dev CI build(s) 🔒 🤖 (#31630)
pick 62c6f74 MAINT upgrade CI to cibuildwheel 3.0 (#31688)
pick 977d19d 🔒 🤖 CI Update lock files for main CI build(s) 🔒 🤖 (#31632)
pick 30816ac DOC Add Links to plot_lof_novelty_detection example (#31405)
pick d0575ec DOC Improve docstrings for scikit-learn configuration functions (#31486)
pick 41de3ca DOC Recommend setting
array_api_dispatchglobally in array API docs (#31687)pick b790f5b MAINT CI cleanups and checks (#31690)
pick 54751c5 FIX wrong >= in error message in
_locally_linear_embedding(#29716)drop e9402fa ENH improve error message for string indexing on axis=0 (#31494)
pick ef1e77f Revert ":lock: :robot: CI Update lock files for main CI build(s) :lock: :robot: (#31632)" (#31691)
pick 7446009 DOC Make references to scipy modules/functions links in
pairwise.py(#31694)pick 9489ee6 DOC: Replace the tag XXX with Note in Glossary (#31710)
pick 023f9cc 🔒 🤖 CI Update lock files for scipy-dev CI build(s) 🔒 🤖 (#31713)
pick a09c4f1 🔒 🤖 CI Update lock files for array-api CI build(s) 🔒 🤖 (#31715)
pick 542ab5c DOC Fix typo in
ensemble.rst(#31711)pick 274a800 🔒 🤖 CI Update lock files for free-threaded CI build(s) 🔒 🤖 (#31714)
pick e4073ee FIX Revert tarfile_extractall clean-up (#31685)
pick 5e7e7bd 🔒 🤖 CI Update lock files for main CI build(s) 🔒 🤖 (#31716)
drop 961afc7 MNT Avoid numpy array resize refcheck in svmlight format (#31435)
pick ef82b77 BLD Use Cython's shared memoryview utility to reduce wheel size (#31151)
pick 09960fe DOC add link for Discussions in the footer (#31704)
drop cfd5f78 MNT Remove built_with_meson logic (#31718)
drop 2a7c960 TST use global_random_seed in sklearn/compose/tests/test_column_transformer.py (#31720)
pick 57df491 FIX short deprecation cycle for private module (#31500)
pick e971134 CI Move some pip_dependencies to conda_dependencies (#31623)
drop 0872e9a TST use global_random_seed in sklearn/covariance/tests/test_graphical… (#31692)
pick bd5d5f6 DOC Fix broken formatting of
cohen_kappa_scoredocstring (#31732)pick 8a6d613 DOC: Correct several math typos in the User Guide (#31736)
drop 953af7d TST use global_random_seed in sklearn/covariance/tests/test_covariance.py (#31734)
pick 46f5423 CI Remove constraints for scipy version in
pylatest_conda_mkl_no_openmpjob (#31729)drop 4206d14 MNT little refactor and doc improvement for metadata routing consumes() methods (#31703)
pick f93e7d4 MNT Update pre-commit ruff legacy alias (#31740)
pick fc95dd2 DOC: Update a link to a research paper (#31739)
drop aed81ed MNT Add more sample weight checks in regression metric common tests (#31726)
pick f187311 Fix
PandasAdaptercauses crash or misattributed features (#31079)pick 9b7a86f Fix spurious warning from type_of_target when called on estimator.classes (#31584)
pick e4b0849 FIX Avoid fitting a pipeline without steps (#31723)
pick 6848353 Mention possibility of regression targets in warning about unique classes >50% of n_samples (#31689)
pick c47fbe3 🔒 🤖 CI Update lock files for main CI build(s) 🔒 🤖 (#31758)
pick 5dc24c0 🔒 🤖 CI Update lock files for array-api CI build(s) 🔒 🤖 (#31757)
pick 2495f8e 🔒 🤖 CI Update lock files for free-threaded CI build(s) 🔒 🤖 (#31756)
pick bab34a0 🔒 🤖 CI Update lock files for scipy-dev CI build(s) 🔒 🤖 (#31755)
pick fe6960b FIX: Regression in DecisionBoundaryDisplay.from_estimator with colors and plot_method='contour' (#31553)