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249 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
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
Deborah L. Haar 714c50092b
DOC improve RandomForest docstring by explicitely stating the splitter strategy used (#27746) 2023-11-08 15:28:28 +00:00
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
Christian Lorentzen 1bec3d2380
DOC add link to example in user guide on interaction constraints (#27156) 2023-09-15 10:39:17 +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
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
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
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
amay b013c6b475
DOC Add HGBDT to "user_guide" reference in RF (#26322) 
Co-authored-by: Arturo Amor <86408019+ArturoAmorQ@users.noreply.github.com>
 2023-05-09 13:57:29 +00:00
Veghit 9d00015776
DOC several small typo fixes in the documentation rst files (#25829) 
Co-authored-by: Itay <itayvegh@gmail.com>
 2023-03-13 10:49:21 +01:00
Christian Lorentzen 5ceb8a6a03
ENH FEA add interaction constraints to HGBT (#21020) 
Co-authored-by: Loïc Estève <loic.esteve@ymail.com>
 2022-10-11 17:48:45 -04:00
David Gilbertson 0c79efdbc7
DOC Update loss from LAD to absolute_error (#24485) 2022-09-21 11:25:15 +02:00
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
Ravi Makhija 72f91ed7c0
Fix Taylor expansion documentation (#24122) 
Co-authored-by: Julien Jerphanion <git@jjerphan.xyz>
 2022-08-05 15:32:20 +02:00
Shinsuke Mori f1c5a399c2
DOC fix typos an -> a (#23684) 2022-06-20 12:02:09 +02:00
David Gilbertson 89e043f6e5
DOC Fix minor typo in ensemble docs (#23570) 2022-06-09 11:42:12 +02:00
David Gilbertson b73ec3c3b3
DOC Fix typos in ensemble docs (#23564) 2022-06-08 14:58:18 +02:00
Christian Lorentzen a4bdf3c495
DOC fix references for gradient boosting (#23035) 2022-04-08 17:38:07 +02:00
Christian Lorentzen 5b69652dd0
DEP loss = auto, binary_crossentropy, categorical_crossentropy in HGBT (#23040) 
Co-authored-by: Jérémie du Boisberranger <34657725+jeremiedbb@users.noreply.github.com>
 2022-04-07 17:30:24 +02:00
Christian Lorentzen 2d97ef8873
DEP deviance in favor of log_loss for GradientBoostingClassifier (#23036) 
Co-authored-by: Jérémie du Boisberranger <34657725+jeremiedbb@users.noreply.github.com>
 2022-04-06 13:07:27 +02:00
Brian Sun 4d68797e27
ENH Updating defaults for RandomForestRegressor and Classifier (#20803) 
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
 2021-11-30 00:29:46 +01:00
puhuk 337e0d234b
DOC Use :doi: and :arxiv: directives for references (#21099) 2021-10-20 13:53:25 -04:00
groceryheist 5073d692f0
DOC Clarify wording in ensemble.rst (#20094) 2021-05-14 15:40:16 -07:00
Christian Lorentzen 2bd3a4db52
ENH Consistent loss name for absolute error (#19733) 2021-05-10 22:10:21 +02:00
Nicolas Hug 309f135c32
MNT Remove HistGradientBoosting from experimental (#19799) 2021-04-02 16:40:20 +02:00
Christian Lorentzen b9d6db81ec
[MRG] ENH Consistent loss name for squared error (#19310) 2021-03-19 15:21:34 +01:00
Thomas J. Fan b4453f126f
ENH Add Categorical support for HistGradientBoosting (#18394) 
Co-authored-by: Nicolas Hug <contact@nicolas-hug.com>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Olivier Grisel <olivier.grisel@gmail.com>
 2020-11-16 23:10:12 +01:00
Juan Carlos Alfaro Jiménez 0efd08b0fa
DOC Specify shape with parentheses in ensemble user guide (#17888) 2020-07-11 13:29:24 +02:00
Lucy Liu 3ff398151f
DOC Replace boston dataset in ensemble.rst (#16876) 2020-05-19 08:51:36 +02:00
Nicolas Hug 863c1d683f
DOC Feature highlights for 0.23 (#17062) 2020-05-01 11:06:00 -04:00
Thomas J Fan 91e942759f
DOC Make release highlights the first gallery section (#16952) 2020-04-27 11:23:15 -04:00
Lucy Liu 94d8911310
DOC Fix typo in ensemble.rst (#16999) 2020-04-23 15:06:03 -04:00
Christian Lorentzen a93b15f19b
ENH Poisson loss for HistGradientBoostingRegressor (#16692) 2020-04-23 10:27:35 -04:00
Nicolas Hug 36ebf3e371
[MRG] Monotonic constraints for GBDT (#15582) 2020-03-24 20:27:00 +01:00
Nicolas Hug b6bbf58f0c
DOC Updated gradient boosting UG (#16178) 
* Updated gradient boosting UG

* maybe fix sphinx warnings

* Addressed comments from Guillaume
 2020-02-28 13:30:27 +01:00
Adrin Jalali e24998f19c
ENH Support sample weights in HGBT (#14696) 2020-02-24 13:45:50 -05:00
Johann Faouzi ee6b369b82
FEA Turn on early stopping in histogram GBDT by default (#14516) 2020-02-12 10:45:21 -05:00
Olivier Grisel 54c3a1fbe7
DOC More explicit warnings about impurity based feat. imp. (#16382) 2020-02-05 15:20:20 +01:00
Sunmi Yoon 4a187968ff
DOC Clarify that feature_importance_ are impurity based (#16237) 2020-02-01 13:18:11 +01:00
Nicolas Hug 42e17b3487 MNT Removed deprecated attributes and parameters -- ctnd (#15804) 2019-12-13 15:05:51 -05:00
Nicolas Hug 25e72d341e DOC fix early stopping doc in HGBT (#15623) 2019-11-14 10:52:05 +01:00
Nicolas Hug 60ce68c683 [MRG] DOC More details about parallelism (joblib, openMP, MKL...) (#15116) 2019-10-15 16:17:24 +02:00
Chiara Marmo 6bd8df099f DOC Fix warnings about references and links (#14976) 2019-09-23 11:49:08 -04:00
Chiara Marmo b64b0b5ab0 DOC Fix Title level inconsistency and orphaned page. (#15002) 2019-09-19 08:54:24 -04:00
Guillaume Lemaitre bab5926024 FEA: Stacking estimator for classification and regression (#11047) 2019-09-19 06:06:33 +10:00
Chiara Marmo f24a501e06 DOC Fix "Duplicate labels" & "Duplicate .. target" sphinx warn (#14931) 2019-09-11 13:51:58 +02:00