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3473 Commits

Author SHA1 Message Date
Jérôme Dockès e1ce967a33
ENH detect categorical polars columns in HistGradientBoosting (#27835) 
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
 2023-12-05 10:15:06 +01:00
Guillaume Lemaitre 2d9f4c4420
ENH support unsupervised feature selection for percentile and k-best (#27721) 2023-12-04 10:19:21 +00:00
Peter Hull a6603bcd89
DOC Use correct name for OAS (#27883) 2023-12-01 17:21:50 +00:00
Thomas J. Fan 08b6157b0e
PERF Improve runtime for early stopping in HistGradientBoosting (#26163) 
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
 2023-11-27 08:45:15 +01:00
Guillaume Lemaitre 798e4339b0
MAINT update default of n_init in KMeans family (#27832) 2023-11-24 12:15:31 -05:00
Anam Fatima 24086ae24f
DOC Add Dropdown to Module 1.7. Gaussian Processes (#27414) 2023-11-21 17:45:22 +00:00
Guillaume Lemaitre 78249441d8
DOC improve the documentation of Perceptron (#27789) 2023-11-20 14:57:08 +01:00
Yao Xiao 365ce39940
DOC minor fixes of cross-validation splitter docstrings (#27790) 2023-11-16 11:22:16 +01:00
Lucy Liu 450fef922f
DOC Fix monotonic note in `calibration.rst` (#27792) 2023-11-16 08:06:10 +01:00
Gleb Levitski ff0274d0b0
DOC Update the user guide entry for Nystroem kernel approximation (#27446) 
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
Co-authored-by: Arturo Amor <86408019+ArturoAmorQ@users.noreply.github.com>
 2023-11-14 15:25:50 +00:00
Edoardo Abati 5cf61b21ec
ENH Add Array API compatibility to `Normalizer` (#27558) 2023-11-14 14:08:43 +01:00
Deborah L. Haar 714c50092b
DOC improve RandomForest docstring by explicitely stating the splitter strategy used (#27746) 2023-11-08 15:28:28 +00:00
Isaac Virshup 2d9fa48aaf
ENH Allow fitting PCA on sparse X with arpack solvers (#18689) 
Co-authored-by: Andrey Portnoy <aportnoy@fastmail.com>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Julien Jerphanion <git@jjerphan.xyz>
 2023-11-07 10:42:50 +00:00
Miki Watanabe ef39631ee3
DOC added dropdowns to module 1.9 naive bayes (#26819) 
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
 2023-11-02 19:07:55 +01:00
Gleb Levitski 25b71d2627
DOC update the docstring and user guide for REFCV (#27411) 2023-10-31 10:02:59 +01:00
Edoardo Abati 1dd395cb85
ENH Add Array API compatibility to `KernelCenterer` (#27556) 2023-10-23 17:37:28 +02:00
Guillaume Lemaitre ebe4c7ea99
DOC add permalink to summary of collapsed details section (#27409) 
Co-authored-by: Arturo Amor <86408019+ArturoAmorQ@users.noreply.github.com>
 2023-10-17 11:01:59 +02:00
Guillaume Lemaitre e3d67d5e5b
ENH/DEPR add new response_method and deprecate needs_* in make_scorer (#26840) 
Co-authored-by: Adrin Jalali <adrin.jalali@gmail.com>
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
 2023-10-17 01:48:07 +00:00
Louis Fouquet fa84c90d2f
DOC Add dropdowns to module 1.1 Linear Models (#26623) 2023-10-11 17:02:53 +02:00
Xuefeng Xu 90d5456a34
DOC add reference link to available articles in imputation module (#27548) 2023-10-10 11:40:10 +02:00
Rahul Mahajan 24f4a34e21
DOC fix modified Huber loss in user guide (#27553) 2023-10-10 10:26:37 +02:00
Stefanie Senger 5e9302b1cc
DOC Add info about influence of sample_weights to User Guide, LogisticRegression (#27534) 
Co-authored-by: Christian Lorentzen <lorentzen.ch@gmail.com>
 2023-10-06 16:17:50 +00:00
Guillaume Lemaitre 286f0c9d17
DOC fixes references issues given by sphinx (#27432) 2023-10-03 20:25:29 +02:00
Kushan Sharma 3aa1054263
DOC Add link to Early Stopping example in Gradient Boosting (#27025) 
Co-authored-by: Adrin Jalali <adrin.jalali@gmail.com>
 2023-09-29 08:55:10 +02:00
Dimitri Papadopoulos Orfanos 0f43434e0c
DOC fix typos found by codespell (#27457) 2023-09-26 15:31:28 +02:00
Stefanie Senger 7b6b6574c7
DOC clearer definition of estimator to be used in last step of a pipeline (#26952) 
Co-authored-by: Adrin Jalali <adrin.jalali@gmail.com>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
 2023-09-21 15:12:46 +02:00
Guillaume Lemaitre 5103737997
DOC fix examples in compose.rst due to change in code snippet order (#27425) 2023-09-20 11:49:25 +02:00
Guillaume Lemaitre 0699f29a6d
DOC fix typo in title of section (#27424) 2023-09-20 11:38:24 +02:00
Arturo Amor 6638d28c80
DOC Fix dropdown-related warnings (#27418) 
Co-authored-by: ArturoAmorQ <arturo.amor-quiroz@polytechnique.edu>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
 2023-09-20 11:19:23 +02:00
Tialo 9faa522753
DOC Fixed some typos (#27410) 2023-09-19 12:35:02 +02:00
Xiao Yuan 7e39e2ee0f
DOC fix minor mistakes in GLM user guide (#27390) 2023-09-19 11:27:58 +02:00
101AlexMartin 2f99cdaba7
API replace mean_squared_error(square=False) by root_mean_squared_error (#26734) 
Co-authored-by: Alejandro Martin <alejandro.martingil@tno.nl>
Co-authored-by: jeremie du boisberranger <jeremiedbb@yahoo.fr>
Co-authored-by: Jérémie du Boisberranger <34657725+jeremiedbb@users.noreply.github.com>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
 2023-09-16 14:58:37 +02:00
Christian Lorentzen 1bec3d2380
DOC add link to example in user guide on interaction constraints (#27156) 2023-09-15 10:39:17 +02:00
Kishan Ved 43b5757a55
DOC Added dropdowns to 6.2 feature-extraction (#26807) 2023-09-13 13:54:34 +02:00
Guillaume Lemaitre 0684a899f1
DOC add cross-reference to examples instead of duplicating content for GPR (#20003) 
Co-authored-by: Julien Jerphanion <git@jjerphan.xyz>
 2023-09-12 11:03:35 +02:00
tongyu 3990dd4123
DOC Add dropdowns to module 2.8. Density Estimation (#26757) 2023-09-12 10:16:44 +02:00
Marcus Fraaß b0da1b7706
DOC Add missing links to examples/impute (#27053) 2023-09-11 12:42:58 +02:00
Puneeth K a6a6a47fb3
DOC Adding dropdown for module 2.1 Gaussian Mixtures (#26694) 2023-09-11 09:44:54 +02:00
Yuusuke Hiramatsu 7ba963f3e5
DOC take `Examples` out of a dropdown (#27034) 2023-09-11 09:38:05 +02:00
Stefanie Senger c634b8abbb
MNT Deprecate SAMME.R algorithm from AdaBoostClassifier (#26830) 
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
 2023-09-07 21:54:52 +02:00
Edoardo Abati 844b087da4
ENH Add Array API compatibility to `zero_one_loss` and `accuracy_score` (#27137) 2023-09-07 16:03:15 +02:00
Lucy Liu 872c19effd
ENH Allows multiclass target in `TargetEncoder` (#26674) 
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
 2023-09-07 09:52:15 +00:00
Xiao Yuan 8ed0270b99
DOC Fix a broken link in reference (#27299) 2023-09-05 14:02:48 +02:00
Raphael 4f17b5ac3d
DOC Add dropdown to Module 6.1 Pipelines and composite estimators (#27022) 2023-09-01 11:25:02 +02:00
Camille Troillard 8357243bf9
DOC improve code block CSS (#27136) 2023-08-28 15:01:49 +02:00
Shreesha Kumar Bhat f1273b724f
Doc Add dropdowns to 1.10.decision trees (#26699) 2023-08-28 14:14:15 +02:00
Puneeth K d56dc5d75d
DOC Adding dropdown for module 2.2 Manifold Learning (#26720) 2023-08-28 11:27:42 +02:00
Kushan Sharma a551884205
[MRG] DOC Add dropdowns to Module 1.13 Feature Selection (#26662) 2023-08-28 11:03:10 +02:00
Stefanie Senger 8ccaf0da1d
DOC Add links to preprocessing examples in docstrings and userguide (#26877) 
Co-authored-by: Arturo Amor <86408019+ArturoAmorQ@users.noreply.github.com>
Co-authored-by: Adrin Jalali <adrin.jalali@gmail.com>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
 2023-08-24 15:15:41 +02:00
DaminK ce41907ce0
DOC Error in the notation of the regularization penalties for multinomial logistic regression in the docs (#26517) 2023-08-23 16:25:40 +00:00