Release 1.5.1 #29382
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Release 1.5.1 #29382
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Co-authored-by: Lock file bot <noreply@github.com>
…#29052) Co-authored-by: Lock file bot <noreply@github.com>
…eous parameter values (scikit-learn#29078)
…#28922) Co-authored-by: Julian Chan <julian8897@gmail.com>
…8997) Co-authored-by: Adrin Jalali <adrin.jalali@gmail.com>
…29115) Co-authored-by: Lock file bot <noreply@github.com>
…#29114) Co-authored-by: Lock file bot <noreply@github.com>
Co-authored-by: Lock file bot <noreply@github.com>
Co-authored-by: Loïc Estève <loic.esteve@ymail.com>
…#29164) Co-authored-by: Lock file bot <noreply@github.com>
…29165) Co-authored-by: Lock file bot <noreply@github.com>
…earn#29162) Co-authored-by: Guillaume Lemaitre <guillaume@probabl.ai>
…#29273) Co-authored-by: Lock file bot <noreply@github.com>
…29274) Co-authored-by: Lock file bot <noreply@github.com>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: ArturoAmorQ <arturo.amor-quiroz@polytechnique.edu> Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org> Co-authored-by: Stefanie Senger <91849487+StefanieSenger@users.noreply.github.com>
…h single global random seed (scikit-learn#29278)
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
…learn#29327) Co-authored-by: Michael R. Crusoe <1330696+mr-c@users.noreply.github.com> Co-authored-by: SGard Spreemann <gspr@nonempty.org> Co-authored-by: Sergio Pascual <sergiopr@fis.ucm.es>
…#29341) Co-authored-by: Lock file bot <noreply@github.com>
…#28322) Co-authored-by: Jérémie du Boisberranger <jeremie@probabl.ai>
…29342) Co-authored-by: Jérémie du Boisberranger <jeremie@probabl.ai>
…#29372) Co-authored-by: Lock file bot <noreply@github.com>
… of different sizes as parameter values (scikit-learn#29314) Co-authored-by: Loïc Estève <loic.esteve@ymail.com> Co-authored-by: Jérémie du Boisberranger <jeremie@probabl.ai>
…scikit-learn#29336) Co-authored-by: Omar Salman <omar.salman2007@gmail.com> Co-authored-by: Omar Salman <omar.salman@arbisoft.com>
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[cd build]commit message to upload wheels to the staging repohttps://github.com/conda-forge/scikit-learn-feedstock and wait for merge
[ ] update symlink for stable inhttps://github.com/scikit-learn/scikit-learn.github.io (only major/minor)
picks and drops:
drop 00a8ae7 MAINT set version to 1.6.dev0 and add 1.6 changelog (#28962)
drop e12f192 ENH Use Array API in mean_tweedie_deviance (#28106)
drop 61281cf FEA metadata routing for
StackingClassifierandStackingRegressor(#28701)drop 9f44f1f ENH Add Array API compatibility to
mean_absolute_error(#27736)pick 025d4b0 TST check compatibility with metadata routing for ThresholdClassifier (#29021)
drop 5c28a8e ENH use Scipy isotonic_regression (#28897)
drop acd2d90 ENH Array API support for LabelEncoder (#27381)
drop b461547 ENH Add Array API compatibility to
cosine_similarity(#29014)drop 77fc72c FEA SLEP006: Metadata routing for
learning_curve(#28975)drop 48669a5 Fix codecov in tests for array api in pairwise metrics (#29036)
drop 3a023b0 Fix use metric_kwargs in check_array_api_metric_pairwise (#29045)
pick d03c351 🔒 🤖 CI Update lock files for main CI build(s) 🔒 🤖 (#29053)
pick 751829c 🔒 🤖 CI Update lock files for cirrus-arm CI build(s) 🔒 🤖 (#29052)
pick 0e0033a DOC Add plot face recognition example to API docs (#29049)
pick 34db65a DOC use pydata-sphinx-theme for the website (#29038)
pick 24b6779 DOC fix APIs marked incorrectly as deprecated (#29059)
drop 0f27a26 MAINT Simplify parameter-parsing logic in pretty printer (#29041)
drop 1ccabef DOC fix a rendering typo in the Array API doc (#29066)
pick a3278af DOC do not recommend a particular Python version (#29071)
pick 6614f75 BLD Fix another meson.build dependency (#29068)
drop e16a6dd ENH Add missing
base.is_clusterer()function (#28936)pick 78f0c00 DOC Removing warnings from plot CV examples (#29072)
drop 6a18882 MAINT Update SECURITY.md for 1.5.0 (#29077)
pick 1bd9c1d FIX GridSearchCV regression in 1.5 with parameter grid with heterogeneous parameter values (#29078)
pick 5e25db7 BLD Fix yet another meson.build dependency (#29087)
pick 60e4acd FIX avoid warning in input validation with array_api_strict (#29086)
pick 11e8c21 DOC temporary fix for search summary (#29090)
pick 5cbc419 MNT DOC deprecation note in docstring of PassiveAggressive Classifier… (#29096)
drop e7be614 ENH
check_scoring()hasraise_excfor multimetric scoring (#28992)drop e02daf5 MAINT Remove unused function in Birch (#29091)
pick a63b021 MAINT Require meson-python >= 0.16 and remove temporary work-arounds (#29081)
pick e769e44 DOC add link to gradient_boosting_regression plot in _gp.py (#29058)
pick 8346da3 DOC Add link to AgglomerativeClustering example in docs (#28922)
pick 09781c5 DOC Added link to plot_adaboost_regression.py example (#28997)
pick 22836bf 🔒 🤖 CI Update lock files for scipy-dev CI build(s) 🔒 🤖 (#29115)
pick 9dfb35c 🔒 🤖 CI Update lock files for cirrus-arm CI build(s) 🔒 🤖 (#29114)
pick 838ca42 DOC Removing warnings from plot_iris_dtc (#29109)
pick 06fb3de 🔒 🤖 CI Update lock files for main CI build(s) 🔒 🤖 (#29116)
pick 8798dfe DOC Removing warnings from plot_sgd_iris example (#29121)
pick 78102fd FIX always return None as device when array API dispatch is disabled (#29119)
pick a6e1d2f DOC Removing warnings from plot_logistic_multinomial examples (#29120)
pick 2b0e15a DOC improve contributing docs (#29126)
pick 480e7f3 DOC reflect deprecations in 1.5 on API page (#29125)
drop f316f4c API Deprecates
copy_XinTheilSenRegressor(#29105)drop e5ed851 ENH add the parameter prefit in the FixedThresholdClassifier (#29067)
drop 546fd5f [MRG] Fix LocalOutlierFactor's output for data with duplicated samples (#28773)
pick 00601e3 DOC Remove unneeded html_show_search_summary since True is the default (#29139)
pick 7398114 DOC bump
pydata-sphinx-themeto 0.15.3 (#29134)drop 5d92c35 DOC improve the cost-sensitive learning example (#29149)
pick 2c3918c 🔒 🤖 CI Update lock files for cirrus-arm CI build(s) 🔒 🤖 (#29164)
pick c623dea 🔒 🤖 CI Update lock files for scipy-dev CI build(s) 🔒 🤖 (#29165)
pick 8d53479 DOC Fix typo in logistic regression predict_proba docstring (#29162)
pick bc7e52a DOC fix digits dataset link (#29161)
pick d301304 BLD Use work-around for partial recompilation when building with Meson (#29140)
drop abbaed3 MAINT Drop official PyPy support (#29128)
drop 0878f91 MAINT Add user-friendly error when build dependencies are not satifisfied (#29132)
drop bffa460 MAINT Remove unused targets from Makefile (#29170)
drop 62e6fcf Initial GPU CI setup (#29130)
pick 36375c3 DOC Remove warning from plot adaboost twoclass example (#29188)
pick 2e5e52f DOC Remove warning from plot svm margin example (#29187)
pick 52b9e2b MAINT Update pyodide to 0.26.0 (#29181)
drop b32f154 CI Fixes update lock file for array api (#29185)
pick 8405082 🔒 🤖 CI Update lock files for scipy-dev CI build(s) 🔒 🤖 (#29184)
pick 23b4ec8 🔒 🤖 CI Update lock files for cirrus-arm CI build(s) 🔒 🤖 (#29183)
drop 1009ca4 CI Fixes pull request pull for gpu build (#29186)
pick 65c00c7 DOC remove tutorials (#29104)
drop 6340609 CI Use git to fetch the branch of the PR for the CUDA GPU CI (#29193)
pick b375b7b FIX fix regression in gridsearchcv when parameter grids have estimators as values (#29179)
pick a605b00 CI Create environment with conda rather than conda-lock when possible (#29176)
pick 9a19995 DOC Added references to the Matthews correlation coefficient function in the user guide (#19958)
drop 4efe900 🔒 🤖 CI Update lock files for array-api CI build(s) 🔒 🤖 (#29198)
pick e1fd45b 🔒 🤖 CI Update lock files for cirrus-arm CI build(s) 🔒 🤖 (#29197)
drop b285de0 CI Enable Dependabot and use full length commit SHA for PyPI publishing (#29180)
drop ef14efd MAINT Show HEAD hash in CUDA CI workflow (#29201)
drop 08de29d ENH Add Array Api compatibility for
mean_squared_error(#29142)pick c0c46f7 CI update lock file and use _safe_indexing to select 0-column dataframe in tests (#29204)
drop d36039a TST suppress convergence warnings in coordinate descent (#20144)
drop 99916c4 ENH Improve regularization messages for QuadraticDiscriminantAnalysis (#19731)
drop 8d0b243 FIX exclude samples with nan distance in KNNImputer for uniform weights (#29135)
drop e4362e5 add array API support for d2_tweedie_score (#29207)
drop 4ee1e14 DOC add mean_squared_error entry in array_api.rst (#29208)
drop 5692e59 ENH Add Array API compatibility tests for
*SearchCVclasses (#27096)drop 5bc86b8 ENH Test Array API compatibility for
paired_cosine_distances(#29112)pick ea1e8c4 CI Update upload-artifact and download-artifact to v4 (#29211)
pick d26529f 🔒 🤖 CI Update lock files for cirrus-arm CI build(s) 🔒 🤖 (#29217)
pick 2aa6c25 🔒 🤖 CI Update lock files for main CI build(s) 🔒 🤖 (#29220)
drop 85015e1 CI Add CPython 3.13 free-threaded build and remove historic nogil Python 3.9 build (#29191)
pick eeff7f3 🔒 🤖 CI Update lock files for scipy-dev CI build(s) 🔒 🤖 (#29218)
pick 2453f2c Bump the actions group across 1 directory with 4 updates (#29214)
pick 7b9c99f 🔒 🤖 CI Update lock files for cirrus-arm CI build(s) 🔒 🤖 (#29224)
pick 079a1d9 MAINT temporary pin Python 3.12.3 in GitHub Actions workflow (#29222)
pick cb124f4 🔒 🤖 CI Update lock files for main CI build(s) 🔒 🤖 (#29225)
drop 9337a1a 🔒 🤖 CI Update lock files for array-api CI build(s) 🔒 🤖 (#29219)
pick 30cf4a0 DOC add link for NearestCentroid example (#28984)
drop 8a5d8c3 FEA Add metadata routing for TransformedTargetRegressor (#29136)
drop 8132683 MAINT Directly cimport
stackfrom Cython (#29228)pick 7e8ad63 CI Use development Cython wheel rather than building from source (#29223)
drop bd8f5bd ENH Add array_api compatibility to
max_error(#29212)pick 955ec74 DOC add example with
set_params. (#29243)drop 55ca335 CLN use new license notice line (#29246)
pick 6595229 FIX Lazy instantiate the ThreadpoolController (#29235)
drop f10c171 array API support for mean_gamma_deviance (#29239)
drop a1027b5 ENH Add Array API compatibility for
additive_chi2_kernel(#29144)drop 5ced13c ENH Add Array API compatibility for
entropy(#29141)drop 72844cd TST improve metadata routing tests (#29226)
pick dc1cad2 MAINT Fix typo in error message when attempting to cluster with more clusters than items (#29242)
pick 972e17f DOC use semilogx in lasso paths (#29264)
pick 7cf4dc1 🔒 🤖 CI Update lock files for cirrus-arm CI build(s) 🔒 🤖 (#29273)
pick c099e82 🔒 🤖 CI Update lock files for scipy-dev CI build(s) 🔒 🤖 (#29274)
drop 82974a2 🔒 🤖 CI Update lock files for array-api CI build(s) 🔒 🤖 (#29275)
drop 5080f25 CLN remove unneeded copyrights (#29257)
drop 4cf0772 MAINT Remove setuptools dependency from tests (#29261)
pick 97f5818 MAINT switch to macOS 12 on Azure Pipelines (#29281)
drop 51c8e0e CLN replace authors with the standard line (#29250)
drop 329a1cf ENH Add zero_division param to
cohen_kappa_score(#29210)drop e9b4856 MAINT Protect CUDA GPU workflow against timed commits (#29286)
drop b20998d CI Add CPython 3.13 free-threaded manylinux wheel (#29247)
pick 2ff74a8 CI Update action that got moved org (#29284)
drop 3c9930b MAINT Fix typo in parameter name input_dtye -> input_dtype (#29259)
pick e5f7263 CI Fix build nightly wheels upload (#29295)
pick 9a41238 CI Trigger wheels build on workflow_dispatch (#29297)
pick c75045a MAINT upload wheels to scientific-python-nightly-wheels on workflow_dispatch (#29298)
pick 36104b5 DOC Add guidelines for automated contributions (#29287)
drop f6cf690 TST use global_random_seed in sklearn/decomposition/tests/test_factor_analysis.py (#29272)
drop e82c14b FIX check_reg_targets with Array API and multioutput argument (#29143)
drop fa65654 ENH Array API for
chi2_kernel(#29267)pick 65b2571 FIX
zero_one_lossbreaks with multilabel and Array API (#29269)pick a4f4efe TST Relax
test_minibatch_sensible_reassignto avoid CI failures with single global random seed (#29278)drop ba2c93b Fix Make centering inplace in KernelPCA (#29100)
pick ef6efef FEA Add writeable parameter to check_array (#29018)
pick a490ab1 FIX missing force_writeable in KernelCenterer.transform (#29328)
drop 7c5f13b DEPR deprecate the copy parameter of Birch (#29124)
drop 69b482c MAINT Clean-up more unused Makefile targets (#29296)
pick a67ebbe FIX Work around likely SIMD issue in tree export on 32bit OS (#29327)
drop 5d52711 🔒 🤖 CI Update lock files for array-api CI build(s) 🔒 🤖 (#29343)
pick 09b37b4 🔒 🤖 CI Update lock files for cirrus-arm CI build(s) 🔒 🤖 (#29341)
pick ce2d74c DOC TimeSeriesSplit training set size formula precision (#28322)
drop 64f20aa MAINT Simplify node split Cython API (#29322)
drop 0c751d8 CI Use pip 24.1 in free-threaded build (#29344)
pick 87fa654 🔒 🤖 CI Update lock files for scipy-dev CI build(s) 🔒 🤖 (#29342)
drop 9590c07 EFF Optimize memory usage for sparse matrices in LLE (Hessian, Modified and LTSA) (#28096)
pick d8185db BLD Use NPY_NO_DEPRECATED_API in meson.build to mirror setup.py (#29357)
drop b679062 MNT remove deprecated loss_function in SGD (#29095)
pick 619a1c1 MAINT Pin the ruff version on CI linters (#29359)
drop d840f36 MAINT Remove setup.py mentions from documentation and comments (#29352)
pick 4bc61a0 Fix performance regression in ColumnTransformer (#29330)
drop 2107404 ENH make initial binning in HGBT parallel (#28064)
drop a4ebe19 ENH Simplify pytest global random test plugin (#27963)
pick 3ef8bf5 🔒 🤖 CI Update lock files for cirrus-arm CI build(s) 🔒 🤖 (#29372)
pick bf08cb3 Fix a regression in GridSearchCV for parameter grids that have arrays of different sizes as parameter values (#29314)
pick faf197a DOC Set 1.5.1 release month (#29377)
pick 53ed13c FIX:
accuracyandzero_losssupport for multilabel with Array API (#29336)