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3442 Commits

Author SHA1 Message Date
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
Edoardo Abati 2efe3f3f6b
ENH Add Array API compatibility to MaxAbsScaler (#27110) 2023-08-23 16:09:28 +02:00
Tim Head 061f8777b4
ENH Add Array API compatibility to MinMaxScaler (#26243) 
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
 2023-08-18 14:39:08 +00:00
Edoardo Abati ccf7d53058
Add `mps` device in Array API tests (#27098) 
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
 2023-08-18 14:33:33 +00:00
Stefanie Senger 94a0b4ce17
DOC Highlight differerence between SVC/R and LinearSVC/R (#26825) 2023-08-10 18:52:57 +05:00
Tim Head 1b0a51bd90
Add tests for train_test_split with Array API input (#26855) 
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
 2023-08-09 18:27:31 +00:00
Guillaume Lemaitre 38a06e4be5
DOC improve the KNN classifier example (#26993) 
Co-authored-by: Adrin Jalali <adrin.jalali@gmail.com>
Co-authored-by: Arturo Amor <86408019+ArturoAmorQ@users.noreply.github.com>
 2023-08-03 15:02:27 +02:00
Lukáš Folwarczný dc9d0eb581
DOC backticks around X and y in linear_model.rst (#26929) 2023-07-30 12:37:46 +02:00
Fabian Egli 2b0eef892d
DOC Note missing value support as advantage of decision trees (#26928) 
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
 2023-07-28 12:47:13 -04:00
Marek Hanuš 1090121815
DOC Add missing cross validation image alt (#26261) 
Co-authored-by: Adrin Jalali <adrin.jalali@gmail.com>
 2023-07-28 14:26:57 +02:00
Lucy Liu 8f63882bb4
DOC Improve `plot_target_encoder_cross_val.py` example (#26677) 2023-07-27 09:52:03 -04:00
Noa Malem-Shinitski c2f5782b20
DOC use the same estimators to demonstrate pipeline construction (#26907) 2023-07-26 20:27:10 +02:00
Malte Londschien 507095b265
DOC Specify primal/dual formulation in LogisticRegression (#26294) 2023-07-25 15:13:04 +02:00
Dimitri Papadopoulos Orfanos c135445e06
DOC fix broken links (#26853) 
Co-authored-by: Arturo Amor <86408019+ArturoAmorQ@users.noreply.github.com>
 2023-07-21 14:08:43 -04:00
Mateusz Sokół 702316c271
ENH Array API support for PCA (#26315) 
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Tim Head <betatim@gmail.com>
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
 2023-07-13 16:58:06 -05:00
Guillaume Lemaitre 5d145bf760
DOC fixes intersphinx warnings (#26779) 
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
 2023-07-10 20:25:35 +00:00
Gael Varoquaux 2ab1d81e16
DOC make HGBT more visible in user guide (#26778) 2023-07-06 22:31:00 +00:00
Stefanie Senger 3a4a1d5737
DOC use notebook style in AdaBoostClassifier example (#26486) 
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
 2023-07-06 14:17:43 +02:00
Julien Jerphanion d7605c4e34
FIX Revert `{Ball,KD}Tree.valid_metrics` to public class attributes (#26754) 
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
 2023-07-06 12:55:20 +02:00
Lucy Liu b948fdba24
DOC Improve target encoder User Guide (#26643) 2023-06-23 10:28:54 +02:00
Louis Fouquet 5a213d64cc
DOC Add dropdowns to module 1.4 SVM (#26641) 
Co-authored-by: Gael Varoquaux <gael.varoquaux@normalesup.org>
 2023-06-21 22:31:43 +00:00
Louis Fouquet 0647873c32
DOC Add dropdowns to Module 1.5 SGD (#26647) 2023-06-21 23:41:26 +02:00
Gael Varoquaux 23ff51c07e
DOC a simple implementation of folding (#26625) 2023-06-21 14:57:59 +02:00
Lucy Liu 0800fb3633
DOC Fix typos in math in Target Encoder user guide (#26584) 2023-06-16 10:19:42 +02:00
Guillaume Lemaitre 8cac52f9d1
FEA add ValidationCurveDisplay in model_selection module (#25120) 
Co-authored-by: Jérémie du Boisberranger <34657725+jeremiedbb@users.noreply.github.com>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
 2023-06-14 17:08:43 +00:00
Tim Head d29f78e50f
ENH Add common Array API tests and estimator tag (#26372) 
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
 2023-06-13 17:45:47 +01:00
Adrin Jalali 62671a704f
FEAT SLEP006: metadata routing infrastructure (#24027) 
Co-authored-by: Christian Lorentzen <lorentzen.ch@gmail.com>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Benjamin Bossan <BenjaminBossan@users.noreply.github.com>
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: Omar Salman <omar.salman@arbisoft.com>
 2023-06-02 16:43:31 -04:00
Arturo Amor 2415a1b11d
DOC Add example comparing random forest with hgbt models (#26320) 
Co-authored-by: ArturoAmorQ <arturo.amor-quiroz@polytechnique.edu>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Adrin Jalali <adrin.jalali@gmail.com>
 2023-06-01 12:22:45 +02:00
Meekail Zain 415b11a765
FEAT Add `HDBSCAN` as a new estimator in `sklearn.cluster` (#26385) 
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: Julien Jerphanion <git@jjerphan.xyz>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
 2023-05-31 16:02:28 +02:00
Jérémie du Boisberranger fecfb34e79
MAINT Clean-up deprecated wminkowski distance metric for 1.3 (#26434) 2023-05-31 15:06:08 +02:00
Dimitri Papadopoulos Orfanos 2fd022d972
MAINT Fix typos found by codespell (#26448) 2023-05-31 10:19:21 +02:00
Gleb Levitski b32e5c7ab3
ENH Accept 'auto' option for 'dual' parameter in LinearSVC and LinearSVR (#26093) 2023-05-30 16:54:24 +02:00