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github.com/scikit-learn/scikit-learn

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

CLN avoid nested conftests (#27954)

4d353c6117e41dc3e28cb91c6ecb3cc29831c36e authored about 1 year ago by Yao Xiao <[email protected]>
MAINT Remove Python<3.9 code from sklearn.utils.fixes (#27945)

Co-authored-by: Olivier Grisel <[email protected]>
Co-authored-by: Guillaume Lemaitre <g...

dc23e3f4a06a01ff0a4a5b5ea412f00fc0354e4f authored about 1 year ago by Loïc Estève <[email protected]>
ENH allow shrunk_covariance to handle multiple matrices at once (#25275)

Co-authored-by: Alexandre Gramfort <[email protected]>
Co-authored-by: Guillaume Lemai...

2d4197dbe8bfdfe7dcbfe1685d81721a95ae6635 authored about 1 year ago by Quentin Barthélemy <[email protected]>
MAINT do not check for warnings in doc_min_dependencies (#27949)

a88a33a70c0e8e26d1d743fbced34112ddde59b8 authored about 1 year ago by Guillaume Lemaitre <[email protected]>
DOC fixes sphinx warning due to rendering issue (#27951)

0f8a7775ad248b9aa4be63291ae71d9212a46e6c authored about 1 year ago by Guillaume Lemaitre <[email protected]>
MAINT change the default solver in QuantileRegressor (#27943)

e430f6e127f3b3b43d0660d676b6be45f208eea0 authored about 1 year ago by Guillaume Lemaitre <[email protected]>
MAINT bumpversion Python and dependencies (#27910)

e8ec36c9f3d667034b3727014186a08b8d725af3 authored about 1 year ago by Guillaume Lemaitre <[email protected]>
MAINT order changelog and fix some entries (#27944)

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

6291f668fc0f308e4f048d23ac42e6f3c9f4a1b1 authored about 1 year ago by Guillaume Lemaitre <[email protected]>
MNT Prune unused argument in `_array_api_for_tests` util (#27941)

3cd80629cf9f871a19a301099d451cedadd35a61 authored about 1 year ago by Franck Charras <[email protected]>
MNT remove `take` fn in array_api wrapper (#27939)

8e10cd7f0c0f3dc73c84ba23414d75dcab8b2159 authored about 1 year ago by Franck Charras <[email protected]>
FIX f1_score with zero_division=1 uses directly confusion matrix statistic (#27577)

Co-authored-by: Omar Salman <[email protected]>
Co-authored-by: Tim Head <betatim@gmail....

3b06962d280f8776e3e94c7aed862081a82a9cc6 authored about 1 year ago by Guillaume Lemaitre <[email protected]>
MAINT Remove left-over from KMeans n_init default deprecation (#27938)

cf56e95585e1e5942220edf2c11033ef5bacb630 authored about 1 year ago by Loïc Estève <[email protected]>
MAINT Remove deprecated support for int in boolean constraint (#27924)

0496f4877c2e6e7f050d573284001cc2ecdbbcf7 authored about 1 year ago by Thomas J. Fan <[email protected]>
MAINT Remove deprecated kwargs support in density (#27925)

1170f21ec4ccf3b6926c1db50ca7420f4945aab9 authored about 1 year ago by Thomas J. Fan <[email protected]>
:lock: :robot: CI Update lock files for main CI build(s) :lock: :robot: (#27935)

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

410b9ee8a390e936c8c9a1d63455191a6ef9dbc2 authored about 1 year ago by scikit-learn-bot <[email protected]>
:lock: :robot: CI Update lock files for scipy-dev CI build(s) :lock: :robot: (#27934)

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

a07cdb01906ab580df3d0aa04a382769bca89439 authored about 1 year ago by scikit-learn-bot <[email protected]>
UX: make the fetch_opeml version warning more informative by listing all versions and urls (#27885)

01a1fd1639be7dfe2815d42bdcb0a158bfd7365b authored about 1 year ago by Olivier Grisel <[email protected]>
MAINT Raise NotFittedError when using DictVectorizer without prior fitting (#24838)

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

c9138537790cc0fa352968eed927433fe17ee17c authored about 1 year ago by Lorenz <[email protected]>
FIX force node values outside of [0, 1] range for monotonically constraints classification trees (#27639)

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

8b951948880e12e6bdf7725621f662ca1de0a5ec authored about 1 year ago by Samuel O. Ronsin <[email protected]>
DOC improve documentation of copy=False in preprocessing functions (#27691)

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

8be339f2303ef9ec786b5de69bc3d44487b799bd authored about 1 year ago by Konstantinos Pitas <[email protected]>
DOC Early Stopping example overhaul (#27466)

Co-authored-by: Christian Lorentzen <[email protected]>

1dc35498de3567942991696e961ec28c16b3c913 authored about 1 year ago by Kushan Sharma <[email protected]>
FIX raise error in HDBSCAN with precomputed X and request centers (#27898)

9ef1b9d4e618a245221cbef380f24c369c64500e authored about 1 year ago by Guillaume Lemaitre <[email protected]>
EXA Fix typo in dataset name (#27906)

0bbefad1bad439edd56440a35f7a55c7b6d22b02 authored about 1 year ago by Loïc Estève <[email protected]>
CI raise error for all kind of deprecation warnings in doc build (#27454)

704f8d8e93d6e997114803928f3f01a2144f787c authored about 1 year ago by Guillaume Lemaitre <[email protected]>
ENH add predict_log_proba to ClassifierChain (#27720)

36f6734789fc7e4940792c1cfb6a6e90dfcae484 authored about 1 year ago by Guillaume Lemaitre <[email protected]>
CLN Update docs and test name for polars output in ColumnTransformer (#27902)

bd162e5548e04264589221af2dcc6162fee40863 authored about 1 year ago by Thomas J. Fan <[email protected]>
MAINT use Voting and Stacking support missing values (#27710)

fcdddd58ad7a260c8e9b9890e9e5aefbd5b1d4fc authored about 1 year ago by Guillaume Lemaitre <[email protected]>
DOC Improve comments for in Tweedie example (#27884)

Co-authored-by: Christian Lorentzen <[email protected]>
Co-authored-by: Olivier Grisel <ol...

e883b4b8c0b2ca858e6d7ddff52f6fa76981411f authored about 1 year ago by Alex <[email protected]>
ENH detect categorical polars columns in HistGradientBoosting (#27835)

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

e1ce967a330bc9444b7284ac0fa8d5fbbb03adda authored about 1 year ago by Jérôme Dockès <[email protected]>
CI/FIX Enable numpy dev in scipy-dev build and fix Bayesian linear models for numpy 2 compat (#27899)

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

87e69087c5b3149859e2f42a98d54f85897e2517 authored about 1 year ago by Olivier Grisel <[email protected]>
DOC linked SplineTransformer to time-related feature engineering example (#26971)

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

f113327bf1e05784c58a17b2423581b443faca99 authored about 1 year ago by scaja <[email protected]>
MAINT remove normalize parameter and subsequent clean-up (#27855)

Co-authored-by: Olivier Grisel <[email protected]>
Co-authored-by: Loïc Estève <loic.est...

ae2c80a21007d8295fb3ec3a927fce17b3d60ab8 authored about 1 year ago by Guillaume Lemaitre <[email protected]>
DOC clarifies description of Transformer API (#27901)

7e9e9bebc0e42fdeb1dc89e9ec2c626bca04e4a0 authored about 1 year ago by James McDermott <[email protected]>
ENH Adds polars output support to ColumnTransformer (#26683)

Co-authored-by: Christian Lorentzen <[email protected]>
Co-authored-by: Adrin Jalali <adri...

d319344dff4e2d9a35b0177710b074595a6ebb25 authored about 1 year ago by Thomas J. Fan <[email protected]>
FIX bug in OPTICS that use the right indices when correcting clusters (#26459)

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

da220e4066f5df9da35447c2dba0409f7b59ce91 authored about 1 year ago by Haoying Zhang <[email protected]>
DOC Remove "filtering" from the description of Transformer API (#27900)

34c46d4ffbd31c6512f72b9b19d71d4f23e6e9b3 authored about 1 year ago by James McDermott <[email protected]>
ENH support unsupervised feature selection for percentile and k-best (#27721)

2d9f4c442030450cd6246765df2a546e6440b8ac authored about 1 year ago by Guillaume Lemaitre <[email protected]>
FIX Improve HDBSCAN Error Message when checking for connected components (#27678)

ff6583a9cb98552d8d8b44a16c6687b702df87f6 authored about 1 year ago by Ganesh Tata <[email protected]>
ENH _get_response_values handles predict_log_proba (#27719)

0027893288dd58806c731de7efc52b6c8e6c131a authored about 1 year ago by Guillaume Lemaitre <[email protected]>
:lock: :robot: CI Update lock files for cirrus-arm CI build(s) :lock: :robot: (#27895)

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

c6654f919601ec54436f7a24a94e0874a763a8a1 authored about 1 year ago by scikit-learn-bot <[email protected]>
:lock: :robot: CI Update lock files for pypy CI build(s) :lock: :robot: (#27896)

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

0e8d28134b4dcff57496d9cd2acd06c843134abe authored about 1 year ago by scikit-learn-bot <[email protected]>
:lock: :robot: CI Update lock files for main CI build(s) :lock: :robot: (#27897)

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

0eb93d8fd850dea87123b9b5f1dc033482de3014 authored about 1 year ago by scikit-learn-bot <[email protected]>
ENH reuse parent histograms as one of the child's histogram (#27865)

7b9f794fd344d9a06943689f1c7f0af01d1f9353 authored about 1 year ago by Christian Lorentzen <[email protected]>
DOC set max_features for HGBT as MajorFeature (#27892)

522655d93e007e8792a1ad63c35b94d721275336 authored about 1 year ago by Christian Lorentzen <[email protected]>
FIX IsolationForest accepts sparse matrix with float value contamination (#27645)

9371cec9366dbbd4f3ab0290e6efec948a0a5295 authored about 1 year ago by Guillaume Lemaitre <[email protected]>
FIX ensure consistency or column and feature names in FunctionTransformer (#27801)

Co-authored-by: Christian Lorentzen <[email protected]>
Co-authored-by: Loïc Estève <loic....

1471fa7c5816e6340d25e67c6f9555f142bc3aea authored about 1 year ago by Guillaume Lemaitre <[email protected]>
FIX degree in polynomial kernel should be a floating number (#27668)

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

37f680242458d21e8c3ff2c009e79d8c86f18293 authored about 1 year ago by Nolan <[email protected]>
DOC Use correct name for OAS (#27883)

a6603bcd8953e6bcc94081fa5c5d5741eb408927 authored about 1 year ago by Peter Hull <[email protected]>
FIX don't modify X in-place when precomputed in DBSCAN (#27651)

85302bb784d993834fc1b2a19e70cb4eeb0b5b0a authored about 1 year ago by Ganesh Tata <[email protected]>
ENH Warn in SelectKBest when k > n_features (#27841)

7d5428def584747eb2bb81c0c0577a8de1c72aa4 authored about 1 year ago by Thomas J. Fan <[email protected]>
MAINT remove affinity after deprecation cycle (#27828)

5ac2eb117a0d242244ac4cff0d9f22abc6873ae2 authored about 1 year ago by Guillaume Lemaitre <[email protected]>
MAINT raise ValueError in fetch_openml if pandas not installed (#27833)

d31316a8d3f6070e0fc1aa4f275adf02a4450eae authored about 1 year ago by Guillaume Lemaitre <[email protected]>
DOC Fix plot legends in learning rate schedules example (#27872)

9f61c05c84cf213ebfa45cb804077ee1614743a4 authored about 1 year ago by ioangatop <[email protected]>
ENH improve the efficiency of Encoders in checking nan (#27760)

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

b8229daafee0e50690d4b8447f93cf1069ba6880 authored about 1 year ago by Xuefeng Xu <[email protected]>
MAINT remove parameter sum_over_features in manhattan_distances (#27860)

7f107e7efebdc75189e8659ab468c978db581d79 authored about 1 year ago by Guillaume Lemaitre <[email protected]>
MAINT raise ValueError if y_true contain negative value in NDCG (#27859)

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

e838429839f4d11b63380f0ac810db853955a0aa authored about 1 year ago by Guillaume Lemaitre <[email protected]>
MAINT remove n_features_ deprecated attribute in PCA (#27840)

6f9064f0380ef8a96206b87fad4c2ad85c15fb6d authored about 1 year ago by Guillaume Lemaitre <[email protected]>
MAINT change the default of normalized_stress (#27858)

3195a5f645fa08fa5a160e1a83a130c3c43b5b1c authored about 1 year ago by Guillaume Lemaitre <[email protected]>
MAINT remove parameter setting in test_docstring (#27863)

0310ab03cba76bee3dd111674469e9ce68533a04 authored about 1 year ago by Guillaume Lemaitre <[email protected]>
MAINT remove deprecated class_weight_ attribute (#27862)

7215188a469c3d7a7462eeafc0504ee811abb2ad authored about 1 year ago by Guillaume Lemaitre <[email protected]>
MAINT remove option penalty='none' in LogisticRegression (#27857)

289326704e13f7a5bf4c6c594c038051e968e1fd authored about 1 year ago by Guillaume Lemaitre <[email protected]>
MAINT remove sparse parameter in OneHotEncoder (#27861)

dc2a2256eae9bb91064972a626fcf64df00fb736 authored about 1 year ago by Guillaume Lemaitre <[email protected]>
:lock: :robot: CI Update lock files for main CI build(s) :lock: :robot: (#27856)

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

f44291b775cb67998c0965a72a8eeebc0beed37b authored about 1 year ago by scikit-learn-bot <[email protected]>
FIX force explicitely the orientation when creating polar DataFrame (#27854)

9290bae93c865b3b71cb37a578d1f2ce456ec49e authored about 1 year ago by Guillaume Lemaitre <[email protected]>
CI Enable more test in ubuntu_2204 job (#27845)

4e59e6df39283ff21f54d8ad3d00d22db52db684 authored about 1 year ago by Thomas J. Fan <[email protected]>
TST Extend tests for `scipy.sparse.*array` in `sklearn/cluster/tests/test_spectral.py` (#27161)

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

1b7b0a1a5d60dcf2d8813a05e817987dae8aa01e authored about 1 year ago by Bharat Raghunathan <[email protected]>
:lock: :robot: CI Update lock files for cirrus-arm CI build(s) :lock: :robot: (#27852)

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

80e4bc408acf342b4bde1be9455e6d17b2ccb17d authored about 1 year ago by scikit-learn-bot <[email protected]>
:lock: :robot: CI Update lock files for scipy-dev CI build(s) :lock: :robot: (#27851)

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

ce53c582c76e6a3aa5def42f73d9c91c7e0a3a7d authored about 1 year ago by scikit-learn-bot <[email protected]>
:lock: :robot: CI Update lock files for pypy CI build(s) :lock: :robot: (#27850)

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

f5eafbcd210848cb58b4b21c2cbe8a234d612a37 authored about 1 year ago by scikit-learn-bot <[email protected]>
PERF Improve runtime for early stopping in HistGradientBoosting (#26163)

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

08b6157b0e18480569a5cc08efd44dabad9e60ce authored about 1 year ago by Thomas J. Fan <[email protected]>
DOC Fix `y_rotations_` shape in PLS docstrings (#27761)

881b5bf2f7a086c3a5b76c84ee39c266ea2d7e00 authored about 1 year ago by Xiao Yuan <[email protected]>
FIX RandomForestRegressor OOB fails with integer-values multiple targets (#27817)

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

94f0d6aa7b2d3bdc3d60507daca9b83c7e8b7633 authored about 1 year ago by Daniele Ongari <[email protected]>
MAINT remove deprecated base_estimator and base_estimator_ (#27826)

c08afded996d08a7dde8441708ed9ca4cbb40559 authored about 1 year ago by Guillaume Lemaitre <[email protected]>
MAINT Refactor: use `_get_response_values` in `CalibratedClassifierCV` (#27796)

3287570c02ffb76ccb3d82bca0ca6cfdcf865fb2 authored about 1 year ago by Lucy Liu <[email protected]>
MAINT remove deprecated parameters in MiniBatchDictionaryLearning (#27834)

1a53241cdc34e49b97973b2a257c5222ddbe7e81 authored about 1 year ago by Guillaume Lemaitre <[email protected]>
MAINT update default of n_init in KMeans family (#27832)

798e4339b02214de745c3d46a02d878fa34b1575 authored about 1 year ago by Guillaume Lemaitre <[email protected]>
DOC fix username in changelog 1.4 (#27837)

60ca2ff698254747c22601cbb3557cf72c62edbc authored about 1 year ago by Bharat Raghunathan <[email protected]>
FIX raise NotFittedError in OrdinalEncoder when required (#27821)

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

0816e0012ce6446f28ffbb5430e4afad2fa44125 authored about 1 year ago by Guillaume Lemaitre <[email protected]>
MAINT change force_alpha default value from True to False after deprecation (#27827)

617203dba1c065dbc0c96216a66303b0d5809eed authored about 1 year ago by Guillaume Lemaitre <[email protected]>
TST stability problem for test_logistic_regressioncv_class_weights (#27649)

45b25f077438c9effee9e7cb0d8d2605b6cf9999 authored about 1 year ago by Olivier Grisel <[email protected]>
MAINT Fix nightly wheels upload (#27831)

1bcbc00da6a859f57cc5d44cf12dbbf42ac3140b authored about 1 year ago by Loïc Estève <[email protected]>
DOC Add example recommender system in the example gallery (#26180)

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

e84a4c2935e9531c574e61cfce840e53866f6546 authored about 1 year ago by Arturo Amor <[email protected]>
MAINT Fix typos found by codespell (#27824)

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

6a7c8fd565aba9372aedde8e8b81f2b927ca7a12 authored about 1 year ago by Dimitri Papadopoulos Orfanos <[email protected]>
FIX default max-features in bench hgbt higgs (#27816)

28bbd01e2ead994736b0bcab390821b1b9217539 authored about 1 year ago by Christian Lorentzen <[email protected]>
DOC fix typo in an example (#27815)

dd3d4512ce6f1bda0565b660033a927212155578 authored about 1 year ago by Jakub Kaczmarzyk <[email protected]>
MAINT show https instead of http in some tooling (#27823)

22f0db89e213788f6da96043327f980ffd8aaaa3 authored about 1 year ago by Dimitri Papadopoulos Orfanos <[email protected]>
DOC Add Dropdown to Module 1.7. Gaussian Processes (#27414)

24086ae24f747b3a4ba97af69b1461af1f760d8f authored about 1 year ago by Anam Fatima <[email protected]>
DOC new example for time-series forecasting with lagged features and prediction intervals (#25350)

Co-authored-by: Arturo Amor <[email protected]>
Co-authored-by: Oli...

b9f80577ea09bf10bb6360399649ae1c033e2e32 authored about 1 year ago by Rahil Parikh <[email protected]>
DOC Add returned unit to mutual information documentation (#26953)

c069511e067619eec658e8070edbd51fcd4545d9 authored about 1 year ago by qmarcou <[email protected]>
DOC improve the documentation of Perceptron (#27789)

78249441d89a74ad3bee053bb6fce267d8b0393e authored about 1 year ago by Guillaume Lemaitre <[email protected]>
MAINT Make logistic if statement more explicit (#27809)

Co-authored-by: s-banach <[email protected]>

6d273cb1df100e95c6823c1b12ad4de5abac8d6a authored about 1 year ago by John Hopfensperger <[email protected]>
MAINT Update fetch_openml to use the auto parser by default (#27802)

3ab6c8cf0cf6b8253d9e5a9d52908129fc147987 authored about 1 year ago by Olivier Grisel <[email protected]>
BLD: Build scikit-learn nightlies using NumPy nightlies (#27735)

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

7ceb4d8f578afeb14776f81737fcf5e91644e796 authored about 1 year ago by Sebastian Berg <[email protected]>
:lock: :robot: CI Update lock files for main CI build(s) :lock: :robot: (#27813)

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

5522428ccf50f77e188a59f2b90d31b1c5b25600 authored about 1 year ago by scikit-learn-bot <[email protected]>
:lock: :robot: CI Update lock files for pypy CI build(s) :lock: :robot: (#27812)

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

5f52593305e8094e0d80c1c3cda94211939d5d34 authored about 1 year ago by scikit-learn-bot <[email protected]>
:lock: :robot: CI Update lock files for scipy-dev CI build(s) :lock: :robot: (#27811)

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

69627465304a3115d1b559e2a61a93e1025e26dc authored about 1 year ago by scikit-learn-bot <[email protected]>
:lock: :robot: CI Update lock files for cirrus-arm CI build(s) :lock: :robot: (#27810)

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

67e835077a1e09e987196413538ccad27aee109e authored about 1 year ago by scikit-learn-bot <[email protected]>
ENH Adds polars output support to `set_output` API (#27315)

831c49aca392997252081f87808368bd147eac24 authored about 1 year ago by Thomas J. Fan <[email protected]>
MNT: Make error message clearer for n_neighbors (#23317)

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

5c4288dba42cb67d954cb56c2cebfbf25c05ef89 authored about 1 year ago by Bharat Raghunathan <[email protected]>
TST Extend tests for `scipy.sparse.*array` in `sklearn/svm/tests/test_sparse` (#27723)

Co-authored-by: Mohit Joshi <[email protected]>
Co-authored-by: Guil...

9e8f10ebff5ae5b30dde722a45d65dfb78b43c31 authored about 1 year ago by Yao Xiao <[email protected]>