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88 Commits

Author SHA1 Message Date
Christian Lorentzen 811b588360
ENH change default scoring to log loss in LogisticRegressionCV (#33333) 
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Omar Salman <omar.salman@arbisoft.com>
 2026-03-16 14:56:30 +05:00
Stefanie Senger ecd7f6cef6
MNT Deprecate `shuffle` and `random_state` params from `TargetEncoder` (#33453) 2026-03-10 18:10:10 +01:00
Loïc Estève b4483024cb
MNT Remove LogisticRegressionCV FutureWarning from examples (#32795) 2025-11-26 09:10:05 +00:00
Christian Lorentzen a672760e94
DEP start deprecation of attributes in LogisticRegressionCV (#32114) 2025-11-18 13:05:09 +01:00
achyuthan.s eaab848275
DOC: Clarify recommended usage of fit_transform() vs fit().transform() in TargetEncoder (#32347) 2025-10-23 17:15:35 +02:00
Christine P. Chai 306a55eb6f
DOC: Fix typos in the scikit-learn Examples (#32241) 2025-09-23 13:14:28 +02:00
Olivier Grisel a3abdbb35d
Fix FutureWarning in doc (#30790) 2025-02-08 22:36:19 -05:00
Stefanie Senger 1e6a81f322
DOC fix link in HuberRegressor docstring (#30417) 
Co-authored-by: Virgil Chan <virchan.math@gmail.com>
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
 2024-12-07 15:20:04 +00:00
Adrin Jalali 3e127a3d5c
MNT Add author/license note where missing and add the linter (#29477) 
Co-authored-by: Jérémie du Boisberranger <jeremie@probabl.ai>
 2024-07-22 22:05:03 +02:00
Adrin Jalali 51c8e0e19d
CLN replace authors with the standard line (#29250) 2024-06-17 17:57:02 +00:00
Adrin Jalali 55ca335e42
CLN use new license notice line (#29246) 2024-06-13 15:51:09 +02:00
Jérémie du Boisberranger 8600fb4cec
MAINT Clean up deprecations for 1.5: in LinearSV* (#28816) 2024-04-12 09:49:27 +02:00
Jérémie du Boisberranger 57a72222da
MAINT Clean up deprecations for 1.5: in KBinsDiscretizer (#28817) 2024-04-11 17:59:05 +00:00
Olivier Grisel 3ab6c8cf0c
MAINT Update fetch_openml to use the auto parser by default (#27802) 2023-11-20 11:20:20 +01:00
kevin moore b85377908b
Fix typo - "principle" should be "principal". (#27742) 2023-11-08 09:37:47 +01:00
Guillaume Lemaitre ae2ccbf69a
MAINT fix FutureWarning raised by scikit-learn in examples (#27442) 2023-09-25 15:53:14 +02:00
Arturo Amor 3f110690d0
DOC Rework outlier detection estimators example (#25878) 
Co-authored-by: ArturoAmorQ <arturo.amor-quiroz@polytechnique.edu>
Co-authored-by: Tim Head <betatim@gmail.com>
Co-authored-by: Julien Jerphanion <git@jjerphan.xyz>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
 2023-09-11 18:26:17 +02:00
Tamara 5763e5adf6
DOC fix random_state in several example for reproducibility (#27153) 2023-09-07 11:40:34 +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
Lucy Liu 8f63882bb4
DOC Improve `plot_target_encoder_cross_val.py` example (#26677) 2023-07-27 09:52:03 -04:00
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
Lucy Liu b948fdba24
DOC Improve target encoder User Guide (#26643) 2023-06-23 10:28:54 +02:00
Adrin Jalali 42173fdb34
MNT add isort to ruff's rules (#26649) 2023-06-21 17:50:07 +02:00
Dimitri Papadopoulos Orfanos 6ca4970ca2
MAINT Remove encoding declarations: `# -*- coding: utf-8 -*-` (#26467) 2023-05-31 17:26:00 +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
Thomas J. Fan fe52f1495a
MNT Always reset sckit-learn global config in examples (#26340) 2023-05-09 17:52:16 +02:00
Loïc Estève 7250c69b78
MNT Reset transform_output default in example to fix doc build build (#26269) 2023-04-24 08:39:45 +00:00
Thomas J. Fan 1b0e24647f
DOC Adds TargetEncoder example explaining the internal CV (#26185) 
Co-authored-by: Tim Head <betatim@gmail.com>
 2023-04-20 10:19:04 +02:00
Adrin Jalali 893d5accaf
MNT Update black to 23.3.0 (#26110) 2023-04-06 12:14:16 -04:00
futurewarning 7e809dbc32
Fixed feature mapping typo (#25934) 2023-03-22 08:54:44 +01:00
Thomas J. Fan 392fdee003
ENH Adds TargetEncoder (#25334) 
Co-authored-by: Andreas Mueller <t3kcit@gmail.com>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Jovan Stojanovic <62058944+jovan-stojanovic@users.noreply.github.com>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
 2023-03-16 16:59:20 +01:00
Arturo Amor 4b55dee764
DOC Rework Importance of Feature Scaling example (#25012) 
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
Co-authored-by: Christian Lorentzen <lorentzen.ch@gmail.com>
 2023-01-19 16:48:23 +01:00
David Gilbertson 6e7922e48a
DOC Fix typos on plot_all_scalaing page (#23860) 2022-07-08 11:56:09 +02:00
Chalmer Lowe dded6761c5
DOC Updates the MAxAbsScaler description in scalers example (#22951) 2022-04-04 23:15:07 +02:00
Paul 35af6dc808
EXA Improve example Importance of Feature Scaling (#21630) 
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
 2021-11-26 14:56:25 -05:00
Xiao Yuan 0526c7dd6d
ENH Speed up plot_discretization_classification.py (#21661) 2021-11-16 09:40:02 -08:00
Dimitri Papadopoulos Orfanos d4d5f8c7e0
MAINT consistent use of `print(__doc__)` in examples (#21307) 
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
 2021-10-22 15:33:22 +02:00
Dimitri Papadopoulos Orfanos 5f6e17c084
MNT Remove #!/usr/bin/python shebang in examples (#21246) 2021-10-14 18:51:09 +02:00
Thomas J. Fan 70a185ae59
MAINT Enable and run black on examples (#20502) 2021-10-07 10:13:00 +02:00
chrissobel baa8fb8d56
DOC fix y-axis name in preprocessor comparison example (#20722) 
Co-authored-by: Christopher Sobel <christopher.sobel@iis.fraunhofer.de>
 2021-09-01 13:53:04 +02:00
Thomas J. Fan 81dde3a6e5
STY Ensures that "flake8 ." works (#20298) 2021-06-18 15:46:40 +02:00
Loïc Estève 9099c79639
EXA Fix plot_map_data_to_normal.py example legend (#19930) 
Lambda was meant to be on a different line.
 2021-04-20 09:57:42 -04:00
Thomas J. Fan 6195a16505
DOC Removes FunctionTransformer example (#17318) 
* DOC Removes FunctionTransformer example

* DOC Updates description
 2020-06-25 14:27:38 +02:00
Roman Yurchak 94f2e9c5d8
DOC simpler block delimitation in sphinx-gallery examples (#17068) 
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
 2020-06-08 23:23:14 -04:00
Lucy Liu 75c76ae488
DOC Add links, update plot_all_scaling (#17340) 2020-05-26 10:37:24 +02:00
Nicolas Hug b92455a6b2 MAINT Deprecate all of utils.testing except all_estimators (#15367) 2019-10-28 17:28:56 +01:00
Thomas J Fan ca08cd5016 DOC Fix broken link in plot_map_data_to_normal (#15347) 2019-10-23 22:12:33 -04:00
Archana Alva 40b2a6c7e3 EXA Removing redundant parameters assignment in examples (#14360) 2019-07-14 22:26:41 +08:00
Abraham K. Lagat a717619b8b EXA more color blind friendly colors in plot_map_data_to_normal.py (#wimlds) (#14173) 2019-06-24 16:32:35 +02:00