59d5236724
MNT SLEP6: raise NotImplementedError for meta-estimators not supporting metadata routing ( #27389 )
2023-09-25 13:50:18 +00:00
6fa514afe3
ENH add metadata routing to cross_val* ( #26896 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2023-08-09 10:15:39 +02:00
42173fdb34
MNT add isort to ruff's rules ( #26649 )
2023-06-21 17:50:07 +02:00
9c266cf5d6
MAINT Param validation: decorate all estimators with _fit_context ( #26473 )
2023-06-14 16:52:35 +02:00
b32e5c7ab3
ENH Accept 'auto' option for 'dual' parameter in LinearSVC and LinearSVR ( #26093 )
2023-05-30 16:54:24 +02:00
01b9050b69
MAINT introduce _get_response_values and _check_response_methods ( #23073 )
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Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: Jérémie du Boisberranger <34657725+jeremiedbb@users.noreply.github.com>
2023-03-24 18:15:08 +01:00
dd18df5f6a
DOC Correctly docstring in StackingRegressor.fit_transform ( #25599 )
2023-02-19 17:41:31 +01:00
a7cd0ca44d
FIX propagate configuration to workers in parallel ( #25363 )
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Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
2023-01-20 12:44:35 -05:00
2e63d2e41a
ENH Raise NotFittedError in get_feature_names_out for Stacking and Voting - Classifier and Regressor ( #25324 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2023-01-17 09:40:12 +01:00
07958e66a1
DOC fix missing return line in docstring ( #25099 )
2022-12-02 16:58:22 +01:00
b1807ff8ea
ENH StackingClassifier allows regressors in its first layer ( #24538 )
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Co-authored-by: Tom Dupré la Tour <tom.duprelatour.10@gmail.com>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2022-11-03 10:50:04 +01:00
477276d2e7
CLN Do not override signature for _visual_block_ ( #24588 )
2022-10-07 10:48:34 +02:00
c18460f784
EHN Add multilabel classification support for `StackingClassifier` ( #24146 )
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* Add stacking multilabel functionality
* Add underscore to a class attr
* Remove model from base estimator in test_stacking
* Remove scale in train/test split in test_stacking_classifier_multilabel
* Add stack_method as a test parameter, change RandomForestClassifier to KNeighborsClassifier in test
* Update Changelog
* fix doc typos
* predict_proba output will be concatenate this list in an array of shape n_samples, n_outputs * n_classes - 1. Update test.
* Update sklearn/ensemble/_stacking.py
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
* Update doc/whats_new/v1.0.rst
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
* update whats_new
* add passthrough test
* update whats_new with current PR
* Apply suggestions from code review
Co-authored-by: Julien Jerphanion <git@jjerphan.xyz>
* update tests
* Apply suggestion to update comments on `concatenate`
Co-authored-by: Julien Jerphanion <git@jjerphan.xyz>
* parametrized the two tests into one
* parametrized the two tests into one
* strip the mysterious trailing _r
* fix multilabel list scenario
* add Guillaume's recommendations
* add test for
* some fix
* split tests
* fix flake8
* add suggestions
* Trigger CI
* remove multiclass-multioutput from comments and docstrings
Co-authored-by: Nicolas <nicolas.peretti@fligoo.com>
Co-authored-by: Nestor Navarro <nestornav@gmail.com>
Co-authored-by: Nestor Navarro <nestor.navarro@mercadolibre.com>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
Co-authored-by: Julien Jerphanion <git@jjerphan.xyz>
2022-09-16 13:35:55 +02:00
02ebf9e68f
MNT Adds dict typing hint to _parameter_constraints for mypy ( #24301 )
2022-08-30 11:01:10 +02:00
8284281e2f
MAINT Use validate_params StackingClassifier and StackingRegressor ( #23984 )
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Co-authored-by: jeremiedbb <jeremiedbb@yahoo.fr>
2022-07-27 18:29:04 +02:00
65ae1a8586
MAINT Use check_scalar in _BaseStacking ( #22405 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
2022-04-17 08:30:21 -04:00
a794c58692
MNT Replace if_delegate_has_method with available_if in ensemble and semi_supervised ( #20545 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
Co-authored-by: Jérémie du Boisberranger <34657725+jeremiedbb@users.noreply.github.com>
2022-03-14 12:25:35 +01:00
c2d0dcbce1
ENH Adds feature_names_out to stacking estimators ( #22695 )
2022-03-08 18:59:18 +01:00
691972a7cf
ENH Allow prefit in stacking ( #22215 )
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Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
Co-authored-by: Siqi He <siqi.he@upstart.com>
2022-02-22 14:13:18 -05:00
72bd9f335f
DOC Fix duplicate-word typos ( #22454 )
2022-02-11 22:47:10 -05:00
d43bd8a04b
DOC Ensures that StackingRegressor passes numpydoc validation ( #21444 )
2021-10-25 10:45:11 +02:00
9ed1c65558
DOC Ensure StackingClassifier pass numpydoc validation ( #21135 )
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Co-authored-by: frellwan <frellwan@hotmail.com>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2021-09-27 11:38:03 +02:00
642127806a
DOC use backticks for n_samples and n_features in X docstring ( #20914 )
2021-09-02 13:35:03 +02:00
d61662b625
ENH feature_names_in_ for sklearn.ensemble ( #20818 )
2021-08-25 23:40:54 +02:00
3ae7c76153
STY Enables black with experimental_string_processing=true ( #20412 )
2021-06-29 09:47:04 +02:00
82df48934e
MNT Applies black formatting to most of the code base ( #18948 )
2021-06-17 14:21:09 -04:00
95afec8742
TST create instances from exotic estimators for docstring params check ( #20243 )
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Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
2021-06-11 18:38:22 +02:00
f6e6ad2d9e
MNT clean futurewarning for 1.0 | _deprecate_positional_args ( #20002 )
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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
b8903dacee
ENH Adds final_estimator in html repr for Stacking* ( #19564 )
2021-04-09 11:32:41 +02:00
734ae1f2df
DOC add explicit message regarding shuffling in default CV ( #19776 )
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Co-authored-by: Alihan Zihna <a.zihna@ckhgbdp.onmicrosoft.com>
2021-04-09 10:37:15 +02:00
547ed6b182
DOC Improve links in cross_validation's user guide ( #18379 )
2020-09-24 11:19:09 -04:00
06d6f8a9f6
FIX Passes global configuration when spawning joblib jobs ( #17634 )
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* 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
d1f0d1917d
BUG Fixes stacker compatibility with estimators without n_features_in_ ( #17357 )
2020-07-09 11:31:04 +02:00
324d3b59ec
DOC Enable links to objects in docstrings (Sprint Issue #17417 ) ( #17488 )
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* add StackingClassifier docstring links to objects
* add StackingRegressor docstring links to objects
* add AdaboostRegressor docstring links to objects
* add AdaboostClassifier docstring links to objects; also add docstring links to file-level docstring
* fix flake8 violations
* reviewer comments
2020-06-06 16:51:07 -04:00
ee2508ce45
ENH Adds HTML visualizations for estimators ( #14180 )
2020-04-30 08:31:58 +10:00
97a6b08544
API make __init__ args in ensemble kwonly ( #16724 )
2020-04-01 06:35:37 +11:00
f1acf83468
FIX Pass sample_weight when predicting on stacked folds ( #16539 )
2020-03-06 16:51:32 -05:00
68a639e3fd
MNT rename _parallel_fit_estimator to _fit_single_estimator to reflect lack of parallelism in the method ( #16599 )
2020-02-29 14:20:40 -05:00
d205638475
MNT Introduction of n_features_in_ attr with _validate_data mtd ( #16112 )
2020-02-29 09:05:11 -05:00
ca78d75e75
DOC Fixed documents that refer to Bunch object #16438 ( #16447 )
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* Added links to utils.Bunch and fixed format of the docstring in datasets
* Added links to utils.Bunch in sklearn.compose
* Added links to utils.Bunch in sklearn.tree
* Added links to utils.Bunch in sklearn.ensemble
* Added links to utils.Bunch in sklearn.inspection
* Added links to utils.Bunch in sklearn.pipeline
* modified docstring of Bunch
* Added links to utils.Bunch to index.rst of sklearn.datasets
* Fixed some docstrings because the lines are too long
* Fixed some points as reviewed.
* Add links and delete 'for more information...'
* Fixed indent
* Fixed forgotten points.
* Fixed some points as reviewed.
2020-02-27 10:04:04 +01:00
f2146dd744
DOC Cleaning parameter spec in docstrings for ensemble m… ( #16330 )
2020-02-02 20:14:45 +01:00
05476a1d38
TST Add test for documentation of the classes_ attribute ( #16277 )
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Co-authored-by: Alexandre Gramfort <alexandre.gramfort@m4x.org>
2020-01-31 14:12:43 +01:00
07ceb6e255
DOC follow doc guideline in ensemble an feature_extraction modules ( #15975 )
2020-01-03 15:32:54 +01:00
0e10b3a3cb
DOC Fix typos, via a Levenshtein-style corrector ( #15923 )
2019-12-19 16:26:02 -08:00
157813214c
TST factorize some common test of ensemble of heterogeneous es… ( #15387 )
2019-11-06 14:20:53 -05:00
132ad99368
ENH Pass original dataset to Stacking final estimator ( #15138 )
2019-10-30 15:45:48 +11:00
437ca0553c
MNT Makes modules in tree and ensemble private ( #14964 )
2019-10-16 10:39:00 -04:00
7dd03e0870
MAINT add base class for voting and stacking ( #15084 )
2019-10-04 20:49:28 -04:00
871b251623
DOC Sphinx Unexpected unindent warnings ( #15130 )
2019-10-04 10:56:32 -04:00
6ea1873856
[MRG] DOC solve rendering set_params in Voting and Stacking ( #15074 )
2019-09-24 15:55:13 +02:00
Adrin Jalali