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356 Commits

Author SHA1 Message Date
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
mrastgoo bd9b0f69c6
ENH fix x- and y-axis limits and ratio in ROC and PR displays (#26366) 
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
Co-authored-by: Arturo Amor <86408019+ArturoAmorQ@users.noreply.github.com>
 2023-08-23 16:37:29 +02:00
Tialo 405a5a0950
DOC Fixed typo, added missing comma in plot_forest_hist_grad_boosting_comparison example (#26954) 2023-07-31 14:10:01 +00:00
Dimitri Papadopoulos Orfanos 1ba0783f64
MAINT Fix typos found by codespell (#26852) 2023-07-18 10:20:40 +02:00
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
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
Adrin Jalali 42173fdb34
MNT add isort to ruff's rules (#26649) 2023-06-21 17:50:07 +02:00
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
Dimitri Papadopoulos Orfanos 2fd022d972
MAINT Fix typos found by codespell (#26448) 2023-05-31 10:19:21 +02:00
Adrin Jalali 893d5accaf
MNT Update black to 23.3.0 (#26110) 2023-04-06 12:14:16 -04:00
Guillaume Lemaitre 40d7d880ed
FEA add PredictionErrorDisplay (#18020) 
Co-authored-by: jeremie du boisberranger <jeremiedbb@yahoo.fr>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Christian Lorentzen <lorentzen.ch@gmail.com>
 2022-11-25 12:51:46 +01:00
krishna vamsi 75db1bc2db
DOC Fix FutureWarning in ensemble/plot_gradient_boosting_regularization.html (#24960) 
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
 2022-11-21 12:06:56 +01:00
Guillaume Lemaitre 85574f9cb8
DOC use log_loss instead of defining deviance (#24962) 2022-11-17 20:17:42 +01:00
Maxim Smolskiy 2c1581c32e
DOC Fix FutureWarning in ensemble/plot_gradient_boosting_oob.py (#24948) 2022-11-16 11:06:13 +01:00
Maxim Smolskiy c4d221ddcb
DOC Fix FutureWarning in ensemble/plot_gradient_boosting_regression.html (#24946) 2022-11-15 21:09:47 +01:00
Arturo Amor 9c3c2c5a31
DOC Rework IsolationForest example (#24917) 
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
 2022-11-15 20:13:49 +01:00
Guillaume Lemaitre 64ee92fa2c
MAINT blackify plot_stack_predictors example (#24944) 2022-11-15 18:57:41 +01:00
Eleanore Denies 498abaac0a
DOC remove FutureWarnings from plot_stack_predictors (#24918) 
Co-authored-by: Apostolos Tsetoglou <apostolos.tsetoglou@insa-rouen.fr>
 2022-11-15 17:14:38 +01:00
Olivier Grisel 74ddf01986
ENH Add support for feature names in monotonic_cst (#24855) 
Co-authored-by: Julien Jerphanion <git@jjerphan.xyz>
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: Tim Head <betatim@gmail.com>
 2022-11-15 16:32:40 +01:00
Olivier Grisel 84a7a7a802
ENH Specify categorical features with feature names in HGBDT (#24889) 
* Allow categorical_features to be passed as feature names

* Update relevant examples

* Call .set_output(transform='pandas') on the pipelines
 2022-11-13 13:40:47 +01:00
Dhanshree Arora cf0416523a
DOC Fix FutureWarning in ensemble/plot_gradient_boosting_categorical example (#24902) 2022-11-12 11:02:00 +01:00
WEN Hao b4ffba9e22
DOC fix broken citeseer links (#24800) 2022-11-02 22:37:28 +01:00
Christine P. Chai 5f1cc20f7d
DOC changed xticks, line type, and legend location in OOB GBDT example (#24790) 2022-11-02 11:07:55 +01:00
Julien Jerphanion c21ea70cfc
DOC Fix `monotonic_cst` description in HGBT docstrings (#24396) 
Co-authored-by: "Samuel O. Ronsin" <samuel.ronsin@dataiku.com>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Christian Lorentzen <lorentzen.ch@gmail.com>
 2022-09-16 15:20:22 +02:00
Edoardo Abati 306608e622
MAINT rename and deprecate `base_estimator` in favor of `estimator` in ensemble classes (#23819) 
Co-authored-by: Adrian Trujillo Duron <adrian.td96@gmail.com>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
 2022-09-09 11:21:31 +02:00
Christine P. Chai d1681ce411
DOC moved legend to the right (#24342) 2022-09-02 21:37:58 -04:00
Ravi Makhija 7f83d00338
DOC Fix variable name in Adaboost example (#24135) 2022-08-07 10:20:02 -04:00
Arturo Amor 89c835234e
DOC Point GradientBoosting towards HistGradientBoosting (#23340) 
* Point GradientBoosting towards HistGradientBoosting on docstrings

* Point GradientBoosting towards HistGradientBoosting on examples

* Avoid the GB acronym

* Iter

* Apply suggestion from lesteve

* Apply suggestions from code review

Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>

* Format

* Apply suggestions from code review

Co-authored-by: Julien Jerphanion <git@jjerphan.xyz>

* Format

Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Julien Jerphanion <git@jjerphan.xyz>
 2022-05-24 19:27:20 +02:00
Sven Stehle 9c12fb0c36
DOC use notebook-style in ensemble/plot_adaboost_regression.py (#23263) 
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
 2022-05-16 19:14:08 +02:00
Guillaume Lemaitre a47d569e67
ENH improve ARFF parser using pandas (#21938) 
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: Olivier Grisel <olivier.grisel@gmail.com>
Co-authored-by: Adrin Jalali <adrin.jalali@gmail.com>
 2022-05-12 18:21:15 +02:00
Sven Stehle 0a075179c6
DOC use notebook-style in ensemble/plot_adaboost_hastie_10_2.py (#23184) 
Co-authored-by: Jordan Silke <51223540+jsilke@users.noreply.github.com>
 2022-04-29 11:45:39 +02:00
Thomas J. Fan d400723a21
FEA Add DecisionBoundaryDisplay (#16061) 
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Loïc Estève <loic.esteve@ymail.com>
 2022-03-29 16:36:31 +02:00
Jérémie du Boisberranger bb5ab53f94
API Config: change default display to "diagram" (#22856) 2022-03-21 15:43:07 +01:00
Dimitri Papadopoulos Orfanos ee5a1b69d1
DOC, MNT Typos found by codespell (#22906) 2022-03-20 19:16:39 +01:00
Jorge Ciprián 142e388fa0
DOC Clarify the LS term in example (#22156) 
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: Arturo Amor <86408019+ArturoAmorQ@users.noreply.github.com>
 2022-03-16 18:19:00 +01:00
Thomas J. Fan 1fc86b6aac
MNT Update black to stable version (#22474) 2022-02-15 11:36:26 +01:00
Maren Westermann cc534f89c5
[DOC] Speed up `plot_gradient_boosting_quantile.py` example (#21666) 
Co-authored-by: Maren Westermann <maren.westermann@free-now.com>
Co-authored-by: Tom Dupré la Tour <tom.dupre-la-tour@m4x.org>
 2021-12-03 00:23:42 +01:00
Sven Eschlbeck f3b36e830b
EXA Update OpenML dataset in plot_gradient_boosting_categorical (#21789) 2021-11-29 07:57:52 -05:00
sply88 f19bf4c406
DOC accelerate plot_gradient_boosting_regularization.py example #21598 (#21611) 
* accelerate plot_gradient_boosting_regularization.py example #21598

* speed up by less samples and less trees

* use train_test_split instead of slicing
 2021-11-29 13:44:51 +01:00
sply88 832513a7fb
MNT accelerate plot_gradient_boosting_early_stopping.py example (#21609) 
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
 2021-11-27 18:51:02 -05:00
Thomas J. Fan 17345f9d97
MNT Adjust n_jobs=2 for examples and tests (#21780) 2021-11-25 10:49:26 +01:00
siavrez c9e5067cb1
DOC speed up plot_ensemble_oob.py (#21730) 
* After 125, more estimators does not help the model and it improves  runtime by almost 50%

* accelerate plot_ensemble_oob.py changed max_estimator to 150 with step=5
 2021-11-24 14:14:28 +01:00
Paul 6a693ac4fb
DOC Speed up example on plot_gradient_boosting_categorical.py (#21634) 
* sped up the example by reducing the number of columns and the number of iterators, along with code changes

* removed warning filter as it breaks the CI

* change in a comment

Co-authored-by: Tom Dupré la Tour <tom.dupre-la-tour@m4x.org>

* fixed typo

* made code more robust as per PR comment

* applied black

* applied black

Co-authored-by: Tom Dupré la Tour <tom.dupre-la-tour@m4x.org>
 2021-11-24 14:12:23 +01:00
Sven Eschlbeck 90a202d631
ENH Improve speed plot_adaboost_multiclass.py (#21651) 2021-11-16 09:16:58 -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
Guillaume Lemaitre 2ad5f152e8
DOC highlight source of biases feature importances (#21384) 2021-10-21 13:52:25 +02:00
Thomas J. Fan 70a185ae59
MAINT Enable and run black on examples (#20502) 2021-10-07 10:13:00 +02:00
Dimitri Papadopoulos Orfanos f71c031314
DOC Typos found by codespell (#21069) 2021-09-17 19:04:54 +02:00
Thomas J. Fan 057b82ed18
API Deprecates plot_partial_dependence (#20959) 
* API Deprecates plot_partial_dependence

* DOC Adds whats new

* DOC Fixes doc build errors

* CLN Removes feature warning

* CLN Address comments

* DOC Fix docstrings

* TST Skip future warning tests

* DOC Adjust docstrings

* REV Reduce diff

* DOC Adds docstring
 2021-09-09 14:25:59 +02:00
Guillaume Lemaitre f46190846c
API add from_estimator and from_predictions to RocCurveDisplay (#20569) 
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: Adrin Jalali <adrin.jalali@gmail.com>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
 2021-09-03 17:19:46 +02:00