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65 Commits

Author SHA1 Message Date
Maxwell 26f5b26273
ENH Add get_feature_names_out for RandomTreesEmbedding module (#21762) 
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: Jérémie du Boisberranger <34657725+jeremiedbb@users.noreply.github.com>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
 2022-03-08 19:29:22 +01:00
Thomas J. Fan 5f75acdd12
MNT Bump joblib version dependency to 1.0.0 (#22365) 2022-02-09 13:47:18 +01:00
Pieter Gijsbers b242b9dd20
ENH Pass only bootstrap to `_parallel_build_trees` (#22106) 2021-12-31 15:31:37 -05:00
Mandy Gu 379919dc59
ENH Add optional parameter to return raw data for diabetes dataset (#16605) 
Co-authored-by: happilyeverafter95 <mgu@wealthsimple.com>
Co-authored-by: Roman Yurchak <rth.yurchak@gmail.com>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
 2021-12-17 11:33:18 +01:00
Guillaume Lemaitre b290da777c
DOC fix versionadded in forest (#21890) 2021-12-06 16:07:54 +01:00
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
Thomas J. Fan 071f98f0a7
FIX Remove warnings when fitting a dataframe (#21578) 
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
 2021-11-29 17:55:37 +01:00
Haoyin Xu f96ce586ee
FIX raise error for max_samples if no bootstrap & optimize forest tests (#21295) 
* FIX raise error for max_samples if no bootstrap

* EHN move check position by suggestion

* FIX add bootstrap parameter to tests

* FIX resolve test error & DOC add log

* FIX add test coverage for bootstrap check

* DOC optimize error message

* FIX resolve test error

* ENH restrict sample bootstrap

* ENH optimize bootstrap conditions
 2021-11-25 13:23:27 +01:00
Jérémie du Boisberranger a9bf7f38d7
FIX delete feature_names_in_ when refitting on a ndarray (#21389) 
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
 2021-10-23 12:30:05 +02:00
Luiz Eduardo Amaral c23ff7ea15
DOC Remove deprecated loss function names from docstrings (#21314) 2021-10-14 18:07:10 +02:00
Luiz Eduardo Amaral 57658ba4ba
DOC Remove _"mse"_ from `RandomForestRegression` docstring (#21306) 
The _"mae"_ criterion was removed from the docstring in 36915ae390. For consistency I think that _"mse"_ should be removed as well since both were deprecated in 1.0.
 2021-10-13 18:23:04 +02:00
Guillaume Lemaitre 28567a5073
DOC correct the type of estimator attributes (#21141) 2021-09-24 11:12:17 -04:00
Olivier Grisel 9fab35864f
Fix OvOClassifier.n_features_in_ and other unexpected warning at prediction time when checking feature_names_in_ (#20853) 
Co-authored-by: Christian Lorentzen <lorentzen.ch@gmail.com>
 2021-09-01 11:36:01 +02:00
Olivier Grisel d61662b625
ENH feature_names_in_ for sklearn.ensemble (#20818) 2021-08-25 23:40:54 +02:00
Guillaume Lemaitre 2df2807fbf
FIX correct some typo from #19859 (#20691) 2021-08-06 12:03:45 +02:00
Guillaume Lemaitre a44e9a8ca6
TST check multilabel common check for supported estimators (#19859) 
Co-authored-by: Julien Jerphanion <git@jjerphan.xyz>
 2021-08-06 10:57:55 +02:00
Guillaume Lemaitre d820635be1 DOC correct mixup in See Also from forest 2021-07-27 22:06:34 +02:00
genvalen c17e7f0fba
DOC Ensures that ExtraTreesClassifier passes numpydoc validation (#20620) 2021-07-27 21:59:30 +02:00
genvalen 778434569f
DOC Ensures that RandomTreesEmbedding passes numpydoc validation (#20613) 2021-07-27 09:08:41 +02:00
Aline Ribeiro de Almeida f2a6e109f7
DOC Ensures that RandomForestClassifier passes numpydoc validation (#20383) 
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
 2021-07-07 13:34:20 +02:00
Aline Ribeiro de Almeida 427d696936
DOC Ensures that RandomForestRegressor passes numpydoc validation (#20401) 
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
 2021-06-29 14:08:27 +02:00
Thomas J. Fan 3ae7c76153
STY Enables black with experimental_string_processing=true (#20412) 2021-06-29 09:47:04 +02:00
Thomas J. Fan 383b53fa91
FIX Uses code literals in deprecated to prevent linking (#20410) 
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
 2021-06-28 15:49:19 +02:00
Thomas J. Fan 82df48934e
MNT Applies black formatting to most of the code base (#18948) 2021-06-17 14:21:09 -04:00
Jérémie du Boisberranger ef71c8597e
MNT Clean deprecations for 1.0 | trees (#19336) 2021-06-15 18:18:47 +02:00
Francois Berenger bd6f9e42da
Update _forest.py (#20241) 2021-06-11 18:00:58 +02:00
Guillaume Lemaitre 1cd282d600
DOC add n_features_in_ in the documentation (#20236) 2021-06-09 16:58:03 +02:00
Brian Sun 36915ae390
ENH Adds Poisson criterion in RandomForestRegressor (#19836) 
Co-authored-by: Christian Lorentzen <lorentzen.ch@gmail.com>
Co-authored-by: Alihan Zihna <alihanz@gmail.com>
Co-authored-by: Alihan Zihna <a.zihna@ckhgbdp.onmicrosoft.com>
Co-authored-by: Chiara Marmo <cmarmo@users.noreply.github.com>
Co-authored-by: Olivier Grisel <olivier.grisel@gmail.com>
Co-authored-by: naozin555 <37050583+naozin555@users.noreply.github.com>
Co-authored-by: Venkatachalam N <venky.yuvy@gmail.com>
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
 2021-06-05 22:45:23 -04:00
murata-yu a1a6b3a960
FIX Fix RandomForestRegressor doesn't accept max_samples=1.0 (#20159) 
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
 2021-06-04 09:23:05 -04:00
Tom Dupré la Tour f6e6ad2d9e
MNT clean futurewarning for 1.0 | _deprecate_positional_args (#20002) 
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
 2021-05-14 11:30:27 -04:00
Christian Lorentzen 2bd3a4db52
ENH Consistent loss name for absolute error (#19733) 2021-05-10 22:10:21 +02:00
Christian Lorentzen b9d6db81ec
[MRG] ENH Consistent loss name for squared error (#19310) 2021-03-19 15:21:34 +01:00
Christian Lorentzen 6852e31da8
ENH Adds n_features_in_ to ensemble module (#19326) 
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
 2021-02-22 21:18:21 +01:00
Martin Hirzel a0ba256dbe
DOC oob_score is only available when bootstrap=True (#19444) 2021-02-15 12:42:51 +00:00
Guillaume Lemaitre 35b2bbf851
FIX/MNT do not support OOB score for multiclass-multioutput and additional refactoring (#19162) 
Co-authored-by: Adrin Jalali <adrin.jalali@gmail.com>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
 2021-01-25 13:46:18 +01:00
Guillaume Lemaitre 2218ec4622
MNT change 0.25 to 1.0 and 0.26 to 1.1 in deprecation messages (#19005) 
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
 2020-12-18 16:09:19 +00:00
Thomas J. Fan 06d6f8a9f6
FIX Passes global configuration when spawning joblib jobs (#17634) 
* WIP

* BUG Passes context to joblib jobs

* BUG Fix

* BUG Fix

* CLN Moves delayed into fixes

* CLN Adds linter

* REV Revert diff

* DOC Adds comment for removal

* Use a simple implementation
 2020-09-21 16:59:42 +02:00
Albert Villanova del Moral 647fcb1ac1
DOC Fix A to uppercase in See Also docstring section (#18332) 2020-09-04 10:35:01 -04:00
Frans Larsson a675319e93
DOC fix docstring in ensemble module (#18228) 2020-08-21 23:44:21 +02:00
Thomas J. Fan 7cc0177f8e
MNT Replaces numpy alias with builtin typse (#17687) 
* MNT Replaces numpy alias with builtin typse

* STY Lint error
 2020-06-24 16:51:51 +02:00
Jigna Panchal 8186557b0e
DOC add missing attributes in RandomTreesEmbedding (#15520) 
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
 2020-06-18 09:44:30 +02:00
Charles Patel 1abf84affe
DOC Updates RandomForestClassifier docstring for max_features (#17552) 
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
 2020-06-15 18:14:42 +02:00
Charles Patel c3835442e5
remove int() (#17539) 2020-06-09 11:10:31 +02:00
Nicolas Hug 76ef8b0ef0
API kwonly for utils (#17046) 
* kwonly for utils

* More

* fixed some

* some more

* iwannagohomepls

* accept_sparse not kwonly anymore
 2020-04-27 15:42:01 +02:00
Adrin Jalali 97a6b08544
API make __init__ args in ensemble kwonly (#16724) 2020-04-01 06:35:37 +11:00
Johann Faouzi 78b7a50f23
DOC Update docstring of RFs regarding max_samples (#16738) 2020-03-21 13:56:34 -04:00
Katrina Ni b853653234
DOC add examples in docstring of ensemble of trees methods (#16676) 
Co-authored-by: Andrea Maldonado <andreamalher@gmail.com>
Co-authored-by: Adrin Jalali <adrin.jalali@gmail.com>
Co-authored-by: Katrina Ni <kani@tableau.com>
 2020-03-16 14:48:56 +01:00
Tim Nonner 1c74490365
DOC Adds example for RandomTreesEmbedding (#15202) 2020-02-29 13:43:30 -05:00
Nicolas Hug d205638475
MNT Introduction of n_features_in_ attr with _validate_data mtd (#16112) 2020-02-29 09:05:11 -05:00
Nicolas Hug 9412f50c8c
ENH Fast PDP for DecisionTreeRegressor and RandomForestRegressor (#15864) 2020-02-24 18:53:55 +11:00