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github.com/scikit-learn/scikit-learn

scikit-learn: machine learning in Python
https://github.com/scikit-learn/scikit-learn

MAINT remove unneeded `robots.txt` (#28387)

d54d7a24129924e5d68d3217ebb171f5ed9e46a0 authored 11 months ago by Yao Xiao <[email protected]>
CI Use environment variable to turn warnings into errors in tests and doc build (#28372)

Co-authored-by: Olivier Grisel <[email protected]>

ad3addd37f768ddca5b9d2a4c045ddcf9eb1a0e2 authored 11 months ago by Loïc Estève <[email protected]>
Missing import at documentation preprocessing.rst closes #28381 (#28382)

63170d0313b32f4e9dddfa9118ba6d903060f750 authored 11 months ago by Alan Guedes <[email protected]>
CI Moves macos arm64 wheel building to GitHub Actions (#28346)

Co-authored-by: Olivier Grisel <[email protected]>

18641174de56345134a6c4755d5c39e0a9390cd2 authored 11 months ago by Thomas J. Fan <[email protected]>
MAINT create `robots.txt` for setting up `pydata-sphinx-theme` preview (#28376)

e8addd7daf94839b1816085dd00af76e43cb8c5d authored 11 months ago by Yao Xiao <[email protected]>
CI Fix following scipy dev coo_matrix attr renaming (#28374)

715241917e752876df3705a374390a13056f034c authored 11 months ago by Loïc Estève <[email protected]>
DOC add links to cross decomposition examples (#26934)

8189bc31716d8bb3d7a006e0ae9b4db2d56dc970 authored 11 months ago by Puneeth K <[email protected]>
CLN Support _MultimetricScorer directly for internal methods (#28359)

cf1fb224770051734241d02830545a08db3fcdc4 authored 11 months ago by Thomas J. Fan <[email protected]>
CI Fix pandas copy-on-write issues in scipy-dev (#28348)

Co-authored-by: Olivier Grisel <[email protected]>

b0edfdfd22237b62f9fa3327edd31a6d1336190e authored 11 months ago by Loïc Estève <[email protected]>
FIX MultiOutput* when sub-estimator does not accept metadata (#28240)

7d8a9de3511014684129e02c727a5d8d6ce6211c authored 11 months ago by Adrin Jalali <[email protected]>
CI Update codecov uploader to 0.7.1 (#28361)

Co-authored-by: Olivier Grisel <[email protected]>

f17bc7e4726745d5072eaf0437737b7fea84ed19 authored 11 months ago by Loïc Estève <[email protected]>
:lock: :robot: CI Update lock files for cirrus-arm CI build(s) :lock: :robot: (#28303)

Co-authored-by: Lock file bot <[email protected]>

bcff84510f171bc7eace346f3a5ba30fa52700b6 authored 11 months ago by scikit-learn-bot <[email protected]>
:lock: :robot: CI Update lock files for pypy CI build(s) :lock: :robot: (#28215)

Co-authored-by: Lock file bot <[email protected]>

d3540444ffc46e5b1462a6354f0b9ecdecab7388 authored 11 months ago by scikit-learn-bot <[email protected]>
:lock: :robot: CI Update lock files for main CI build(s) :lock: :robot: (#28216)

Co-authored-by: Lock file bot <[email protected]>

12266fbedba7df1463ba072566a439810676e20b authored 11 months ago by scikit-learn-bot <[email protected]>
DOC Fixes ColumnTransformer docstring (#28294)

Co-authored-by: Thomas J. Fan <[email protected]>

3a866873fb7831527d009dbd8e6d650ba228cd89 authored 11 months ago by Ana Paula Gomes <[email protected]>
FIX SLEP6 no errors raised when no metadata is passed (#28256)

Co-authored-by: Loïc Estève <[email protected]>
Co-authored-by: Guillaume Lemaitre <g.lemai...

7e18b68f90c69cabcfc5858228260f50ad7d0b24 authored 11 months ago by Adrin Jalali <[email protected]>
DOC Add formula to fbeta docstring (#28333)

b0a458251feb1a2c1e7e01d556cee55ee0ceed04 authored 11 months ago by Lucy Liu <[email protected]>
DOC add comment about float64 histogram summation in HGBT (#27864)

04bd185aa34d57c4c604e97a46cad9079d701e66 authored 11 months ago by Christian Lorentzen <[email protected]>
FIX Target encoder const y (#28233)

Co-authored-by: s-banach <[email protected]>
Co-authored-by: Adrin Jalali <adrin.jalali...

ce8cb6ed2ffbd406de7fa779cf51acf7eeb2e48c authored 11 months ago by John Hopfensperger <[email protected]>
MNT Add code scanning workflow (#28312)

ab476eada7569d9c6a88c9ac4a8d8f31ed66df45 authored 11 months ago by Loïc Estève <[email protected]>
MAINT: Adjust the codebase to the new `np.array`'s `copy` keyword meaning (#28323)

a33ade3decd853dfaaf787603289b23a355495ec authored 11 months ago by Mateusz Sokół <[email protected]>
ENH sort before binning in HGBT (#28102)

6baa7a025351b40c8967abf40d5bcd614dc30459 authored 11 months ago by Christian Lorentzen <[email protected]>
FIX handle subsampling for sample_weight in partial_dependence (#28184)

Co-authored-by: Guillaume Lemaitre <[email protected]>
Co-authored-by: Adrin Jalali <adrin...

548fc6fb680acbd26ed5213a1e7ace59722c0641 authored 11 months ago by Michael Mayer <[email protected]>
DOC: fixup plot in "Pipelining: chaining a PCA and a logistic regression" example (#28345)

Co-authored-by: Adrin Jalali <[email protected]>

700afd8f6fcdcaca104aa67a5fdf2d8cf720d790 authored 11 months ago by Marco Edward Gorelli <[email protected]>
FIX ColumnTransformer metadata routing work within another meta-estimator (#28188)

Co-authored-by: Loïc Estève <[email protected]>
Co-authored-by: Guillaume Lemaitre <g.lemai...

61068a75c2f9af7f16509fe0f26a66cd6fa4c553 authored 11 months ago by Adrin Jalali <[email protected]>
FIX FunctionTransformer overwrite column names if not consistent (#28241)

02fee0a23cffc61dde3fafbce0bba12330065988 authored 11 months ago by Guillaume Lemaitre <[email protected]>
CI Fix scipy-dev build (#28326)

2fa7575667294f750cfe068eb287dfe336232778 authored 11 months ago by Loïc Estève <[email protected]>
DOC make docstring check more lenient in ridge regression (#28340)

392b5fa8b68b7235a649cff5d9d60d31f2035b04 authored 11 months ago by Guillaume Lemaitre <[email protected]>
DOC Fix typo in F-measure user guide (#28330)

9ae6a4bff7730e750f3cb16658e6b3d9fb0865fd authored 11 months ago by Lucy Liu <[email protected]>
MNT bump to cython=3.0.8 (#28284)

544394d21d9723c08cb0504d6b2aadfff3d1d0d6 authored 11 months ago by Adrin Jalali <[email protected]>
CI Unpin pytest and regenerate lock-files (#28318)

d61b65e6447b5430fa23f0e47b8244340ba2cbc8 authored 11 months ago by Loïc Estève <[email protected]>
FIX handle column names renaming in ColumnTransformer (#28262)

Co-authored-by: Olivier Grisel <[email protected]>

4a28ba34af9a042dd4c146b463d17c273903c2c0 authored 11 months ago by Guillaume Lemaitre <[email protected]>
MNT Ignore pandas 2.2 warnings including Pyarrow dependency warnings (#28305)

Co-authored-by: adrinjalali <[email protected]>

bb8776874410d65f510717c97b8027331bb0f3ff authored 11 months ago by Loïc Estève <[email protected]>
DOC fix a sphinx warning and a rendering issue (#28315)

a3f8e6debd910b949f55175f22dd06fa071c8f33 authored 11 months ago by Yao Xiao <[email protected]>
DOC Fix typo in precision, recall and F-measures user guide (#28291)

6e918a1f5fac2b13a9b387710980820734243bb9 authored 11 months ago by Lucy Liu <[email protected]>
FIX warn when requested polars DataFrame but no column names are found (#28263)

Co-authored-by: Loïc Estève <[email protected]>

d797b771f1ac5085583df766e7a945d9b22679fa authored 11 months ago by Guillaume Lemaitre <[email protected]>
FIX make sure to reinitialize criterion even when n_missing=0 (#28295)

0fb5295f0202065ec1e45636cfc5810970144e51 authored 11 months ago by Guillaume Lemaitre <[email protected]>
DOC add missing world in fit docstring of Ridge (#28289)

cb836be0ff8347ccb0ab722760df68d07485101e authored 11 months ago by Guillaume Lemaitre <[email protected]>
DOC fix overflow-x using auto instead of scroll (#28275)

64787d36fb9ef8f5faa6f92ee230689ec3d6a3f4 authored 11 months ago by Guillaume Lemaitre <[email protected]>
DOC added snippet example for sklearn.utils (#28265)

Co-authored-by: Guillaume Lemaitre <[email protected]>

9d919436000b4c46afc06c1520a497babc0d5dcf authored 11 months ago by Michael Higgins <[email protected]>
DOC add docstring examples for decomposition.fastica, cluster.dbscan and covariance.oas (#28278)

Co-authored-by: Guillaume Lemaitre <[email protected]>

d715c034692c342e4a38322809432598ccf0b7fa authored 11 months ago by Xiao Yuan <[email protected]>
DOC Added examples for docstring of clustering metrics (#28266)

Co-authored-by: Guillaume Lemaitre <[email protected]>

a36aa761b26993cfc41b33e11348df8ac9712784 authored 11 months ago by Michael Higgins <[email protected]>
DOC add docstring example for sklearn.covariance.graphical_lasso and sklearn.datasets.make_sparse_spd_matrix (#28282)

Co-authored-by: Guillaume Lemaitre <[email protected]>

4558557f7b520d1df4f9ba20d68db41ee8b00e68 authored 11 months ago by Michael Higgins <[email protected]>
MAINT include meson.build files into MANIFEST (#28283)

1cf0f6aeb82696d8594b44797297cc9bae113807 authored 11 months ago by Guillaume Lemaitre <[email protected]>
FIX Adds float32 predict_proba support to CalibratedClassifierCV (#28247)

Co-authored-by: Adrin Jalali <[email protected]>
Co-authored-by: Omar Salman <omar.salman@...

478403cb0c79dc0d011f137ac723c1721c6ca83c authored 11 months ago by Thomas J. Fan <[email protected]>
DOC add docstring example to missing to `label_ranking_loss` function (#28269)

Co-authored-by: Guillaume Lemaitre <[email protected]>

77c4dd3763a7182fc9e92ea54e48e3254a81fb16 authored 11 months ago by Egehan Gunduz <[email protected]>
DOC add example in docstring of load_diabetes (#28211)

Co-authored-by: Guillaume Lemaitre <[email protected]>

08487f3607b16b0b27cf846b1097be315102866a authored 11 months ago by VarunChaduvula <[email protected]>
DOC Provide info regarding impact of sample weights scale (#28119)

Co-authored-by: Guillaume Lemaitre <[email protected]>

187d86d837d330a9c671bbf6b1bf0a078ed34345 authored 11 months ago by sperret6 <[email protected]>
DOC fix notation in Bayesian regression such that alpha refer to noise precision (#28277)

3d0363ecd21aedaa12bd8eb27c331bb59083df4a authored 11 months ago by Arnaud Capitaine <[email protected]>
DOC added example for sklearn.utils.random.sample_without_replacement (#28264)

01965db26f8608d119873375269e97c0b4db6b9d authored 11 months ago by Michael Higgins <[email protected]>
ENH Adds warning & docs for splitters that do not support goups (#28210)

Co-authored-by: Loïc Estève <[email protected]>

1106c912938e49ffcc995cdbc69540276d059116 authored 11 months ago by Thomas J. Fan <[email protected]>
DOC add example for sklearn.gaussian_process.kernels.Kernel (#28226)

Co-authored-by: Guillaume Lemaitre <[email protected]>

2ef885fb7dd7782180d6a30e299665f568972380 authored 11 months ago by Michael Higgins <[email protected]>
DOC Added an example for the sklearn.datasets.fetch_species_distributions (#28252)

Co-authored-by: Guillaume Lemaitre <[email protected]>

bf1380cd9d81d64bd3a47dafebda3c6aedd0be1b authored 11 months ago by Xavier Beltran <[email protected]>
DOC added docstring examples for sklearn.manifold.smacof and sklearn.manifold.spectral_embedding (#28250)

Co-authored-by: Guillaume Lemaitre <[email protected]>

b2efd02510b408b64d728af12a0ceb5ab04e8b24 authored 11 months ago by Michael Higgins <[email protected]>
DOC add docstring examples for sklearn.show_versions and sklearn.set_config (#28251)

Co-authored-by: Guillaume Lemaitre <[email protected]>

b7c8067e57a285f281fbde6432a768f4f5f7f524 authored 11 months ago by Michael Higgins <[email protected]>
DOC fix some hooks that fail to capture the titles in pydata-sphinx-theme setup (#28271)

9161bfe82a937495e5cfc38661b9dabb19ea6dc7 authored 11 months ago by Yao Xiao <[email protected]>
DOC nitpicks on the FAQ page (#28272)

f813e92ab9a7b8b16ba961c160455c369426a5d3 authored 11 months ago by Yao Xiao <[email protected]>
DOC fixed typo in documentation: standard reply for usage questions (#28267)

Co-authored-by: jpcars <[email protected]>

ad0f024f4f85622df803239626a5fc4818530da1 authored 11 months ago by jpcars <[email protected]>
DOC add docstring example in sklearn.feature_selection.SelectorMixin (#28249)

Co-authored-by: Guillaume Lemaitre <[email protected]>

a563935c31ca9a616a825036077b232321b7e532 authored 11 months ago by Michael Higgins <[email protected]>
DOC restructure changelog (in particular for switching to pydata-sphinx-theme) (#28255)

Co-authored-by: Guillaume Lemaitre <[email protected]>

72169ff26b6df07afd407eefff09dd2911afa436 authored 11 months ago by Yao Xiao <[email protected]>
DOC add docstring example in sklearn.svm.l1_min_c (#28248)

cf475d269e72db7685c94fe460ed64b49178a087 authored 11 months ago by Michael Higgins <[email protected]>
DOC Added an example for the sklearn.datasets.fetch_openml (#28236)

Co-authored-by: Guillaume Lemaitre <[email protected]>

3fc8097c7974719ec9ab719e1eb97b71ed2a263a authored 11 months ago by Xavier Beltran <[email protected]>
FIX raise a ValueError with axis=1 and list input in _safe_indexing (#28222)

2c2b3d4ccd7a73199aa6f243ff51b6eb4757e634 authored 11 months ago by Guillaume Lemaitre <[email protected]>
FIX Disable PairwiseDistanceReductions on the Euclidean CSR×CSR case (#28235)

bc18a5c4cca3b4920301f7b0345a988f39f609fc authored 11 months ago by Julien Jerphanion <[email protected]>
DOC Added a few examples for the sklearn.datasets.load_files (#28227)

Co-authored-by: Guillaume Lemaitre <[email protected]>

5f9084984bb6b3edd453f6cb2f585208fe26bdc2 authored 11 months ago by Xavier Beltran <[email protected]>
DOC add docstring example for sklearn.datasets.make_gaussian_quantiles (#28230)

8635d96e49f460cffcea82285408d297a534bacf authored 11 months ago by Xiao Yuan <[email protected]>
DOC adds dropdown for 10.3 Controlling Randomness (#26946)

2eb572202bd124969e79e8e9952ba7415249653c authored 11 months ago by Thomas Lazarus <[email protected]>
BLD Add Meson support (#28040)

Co-authored-by: Adrin Jalali <[email protected]>
Co-authored-by: Olivier Grisel <olivier.g...

56625c9a3064839d54992197e9901124405e4141 authored 11 months ago by Loïc Estève <[email protected]>
DOC add docstring example to missing `sklearn.utils` functions (#28209)

Co-authored-by: Guillaume Lemaitre <[email protected]>

07007b34ef29f709e872ba408af5e66229ed3d07 authored 11 months ago by Egehan Gunduz <[email protected]>
MAINT remove spurious semi-columns for `switch` statement in cpp file (#28221)

f8c2e11b431cee11fea89b21991b9c82c7c0e950 authored 11 months ago by Richard Barnes <[email protected]>
DOC added examples for sklearn.datasets.dump_svmlight_file, sklearn.datasets.fetch_california_housing, and sklearn.utils.safe_indexing (#28158)

Co-authored-by: Higgs32584 <[email protected]>
Co-authored-by: Guillaume Lemaitre <g.lemait...

d1d0a69d58a6f035cab6cdf19e0e46134971860c authored 11 months ago by Michael Higgins <[email protected]>
DOC sklearn.manifold.locally_linear_embedding (#28220)

Co-authored-by: Higgs32584 <[email protected]>
Co-authored-by: Guillaume Lemaitre <g.lemait...

a5622e1fe11bab5fa890aebd1baa6d933d5622cc authored 11 months ago by Michael Higgins <[email protected]>
DOC added examples for sklearn.utils.as_float_array and sklearn.utils.assert_all_finite (#28159)

Co-authored-by: Higgs32584 <[email protected]>
Co-authored-by: Guillaume Lemaitre <g.lemait...

166d30eafe8b14773055731e871b269008478eaa authored 11 months ago by Michael Higgins <[email protected]>
DOC added example for sklearn.get_config (#28202)

Co-authored-by: Higgs32584 <[email protected]>
Co-authored-by: Guillaume Lemaitre <g.lemait...

0315fff921e17f62521f9151e8eb33368a327975 authored 11 months ago by Michael Higgins <[email protected]>
MAINT Convert `int` to `intp_t` ctype def in `tree/` related code (#27546)

Signed-off-by: Adam Li <[email protected]>
Co-authored-by: Julien Jerphanion <[email protected]...

b38b7f3bfc3384054e9b9d7f30466679dde54655 authored 11 months ago by Adam Li <[email protected]>
DOC add docstring example to `sklearn.metrics.davies_bouldin_score` (#28199)

Co-authored-by: Guillaume Lemaitre <[email protected]>

3e6ec6b6ad623e6d74848ac54653d7c938cdbc95 authored 11 months ago by Rodrigo Romero <[email protected]>
DOC added example for sklearn.utils.safe_sqr (#28201)

Co-authored-by: Higgs32584 <[email protected]>
Co-authored-by: Guillaume Lemaitre <g.lemait...

11281cfd49597528dbb1fc6b67cde600e501619c authored 11 months ago by Michael Higgins <[email protected]>
DOC added example for sklearn.manifold.trustworthiness (#28203)

Co-authored-by: Higgs32584 <[email protected]>

f931884fb74645a91a43e58b0bc7feca01103aa2 authored 11 months ago by Michael Higgins <[email protected]>
DOC add example to make_circles (#28206)

Co-authored-by: Guillaume Lemaitre <[email protected]>

6fbaa20e91c3afee0cabddc6c9a31c27e5f1f3ca authored 11 months ago by Manuel Labbé <[email protected]>
MAINT: set `SOURCE_DATE_EPOCH` in `build_wheels.sh` (#28152)

440ef93b09bf4b860e0711d9abb55a910fbdbd84 authored 11 months ago by Olivier Grisel <[email protected]>
ENH available_if reraises inner error (#28198)

e1ec2cf353c76b4801adede9d053d490eec69d0f authored 11 months ago by Thomas J. Fan <[email protected]>
DOC add example to make_ spd_matrix (#28170)

Co-authored-by: Guillaume Lemaitre <[email protected]>

8734d2f0804e31d67481373f7de858e7afb002ef authored 11 months ago by manasimj <[email protected]>
DOC fix some entries location of the changelog (#28217)

a94d3821742176dc0f637436e9ec85f7f7543b76 authored 11 months ago by Guillaume Lemaitre <[email protected]>
:lock: :robot: CI Update lock files for cirrus-arm CI build(s) :lock: :robot: (#28214)

Co-authored-by: Lock file bot <[email protected]>

f90ec09fba8a13c41faecaf9a2dfbd66b0ff0ced authored 11 months ago by scikit-learn-bot <[email protected]>
DOC Add a docstring examples for utils functions (#28181)

Co-authored-by: Guillaume Lemaitre <[email protected]>

55eb8900b44d62cf665444258adf4a3ae29926a1 authored 11 months ago by Shubham <[email protected]>
DOC Add docstring examples for covariance module (#28192)

Co-authored-by: Guillaume Lemaitre <[email protected]>

1df773fe12d54beaed1136d7b040571e51f17205 authored 11 months ago by Anderson Nelson <[email protected]>
FIX _convert_container should be able to convert from sparse to sparse (#28185)

Co-authored-by: Loïc Estève <[email protected]>

69cef4adc1d689828958328598712e8b2937971d authored 11 months ago by Guillaume Lemaitre <[email protected]>
ENH Checks pandas and polars directly (#28195)

b4754ba7eeacf1519fb827392d99207d38011627 authored 11 months ago by Thomas J. Fan <[email protected]>
ENH improve HGBT predict classes (#27844)

Co-authored-by: Guillaume Lemaitre <[email protected]>

897c0c570511be4b7912a335052ed479ac5ca1f3 authored 11 months ago by Christian Lorentzen <[email protected]>
DOC add docstring example to `sklearn.metrics.coverage_error` (#28196)

Co-authored-by: Guillaume Lemaitre <[email protected]>

836690a401057572ef7d3478a9a3aa78dfa1447b authored 11 months ago by Rodrigo Romero <[email protected]>
DOC add docstring example to `sklearn.metrics.consensus_score` (#28193)

6a1022353103cefb93258f503b087d821262a1b6 authored 11 months ago by Rodrigo Romero <[email protected]>
MNT changed order pre-commits hooks following ruff recommendation (#28062)

Co-authored-by: Alejandro Martin <[email protected]>

2020648edfdbdeb4797465434ed4afd6e79ce2ed authored 11 months ago by 101AlexMartin <[email protected]>
DOC Fix for roc_auc_score documentation (#28190)

66a6551786c3d257a7b4f0b23a705f52f868c235 authored 11 months ago by Andrei Dzis <[email protected]>
DOC use list for the ridge_regression docstring (#28168)

5c7e831306e0a087c2b6af6913fa5b3c402f6d67 authored 11 months ago by Guillaume Lemaitre <[email protected]>
MAINT Update SECURITY.md for 1.4.0 (#28182)

a3c8da18af46da0d0e32027dacb20501647b078a authored 11 months ago by Jérémie du Boisberranger <[email protected]>
DOC Added relation between ROC-AUC and Gini in docstring of roc_auc_score (#28156)

Co-authored-by: Guillaume Lemaitre <[email protected]>

21fcab7223257d01dab5397424de9057128d5467 authored 11 months ago by Andrei Dzis <[email protected]>
CI Remove temporary work-around related to scipy and pandas development wheel installing numpy<2 (#28163)

2da6d17bb472524b883d81afa4a85bd7a1c89d60 authored 11 months ago by Loïc Estève <[email protected]>
Fix prevent infinite loop in KMeans (#28165)

26dfe833aa5122997a6b66197df0e03629a45e3a authored 11 months ago by Jérémie du Boisberranger <[email protected]>
DOC: Added drop down menus to `1.8` Cross Decomposition (#27916)

d43d7d61c159a63fd2c8ffebca505b9b3ae41a4e authored 11 months ago by Linus Sommer <[email protected]>
DOC Fix blank space in dropdown (#28166)

Co-authored-by: ArturoAmorQ <[email protected]>

95b2c9de28ab9c9f5895d5c5115b99f039de0105 authored 11 months ago by Arturo Amor <[email protected]>