2d9f4c4420
ENH support unsupervised feature selection for percentile and k-best ( #27721 )
2023-12-04 10:19:21 +00:00
7d5428def5
ENH Warn in SelectKBest when k > n_features ( #27841 )
2023-12-01 09:06:42 +01:00
c069511e06
DOC Add returned unit to mutual information documentation ( #26953 )
2023-11-21 16:20:40 +01:00
831c49aca3
ENH Adds polars output support to `set_output` API ( #27315 )
2023-11-19 22:46:56 +01:00
25b71d2627
DOC update the docstring and user guide for REFCV ( #27411 )
2023-10-31 10:02:59 +01:00
2af3fb8f6c
FEA Add metadata routing to SelectFromModel ( #27490 )
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Co-authored-by: Adrin Jalali <adrin.jalali@gmail.com>
2023-10-30 10:33:59 +01:00
3ff6c82d50
FIX Adjust tags in RFE to allow nans by default ( #21807 )
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Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
2023-10-20 15:22:42 +00:00
dda6337b2c
ENH scaling of LogisticRegression loss as 1/n * LinearModelLoss ( #26721 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2023-10-06 23:49:37 +02:00
59d5236724
MNT SLEP6: raise NotImplementedError for meta-estimators not supporting metadata routing ( #27389 )
2023-09-25 13:50:18 +00:00
f2b5a2d9d4
TST Extend tests for `scipy.sparse/*array` in `sklearn/feature_selection/tests/test_variance_threshold` ( #27222 )
2023-09-13 15:11:55 +02:00
f54212f7ce
TST Extend tests for `scipy.sparse.*array` in `sklearn/feature_selection/tests/test_feature_select.py` ( #27239 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
Co-authored-by: Omar Salman <omar.salman@arbisoft.com>
2023-09-13 12:50:53 +00:00
af6c35d26e
TST Extend tests for `scipy.sparse.*array` in `sklearn/feature_selection/tests/test_sequential.py` ( #27178 )
2023-09-11 11:47:58 +02:00
8eef53fa1d
TST Extend tests for `scipy.sparse.*array` in `sklearn/feature_selection/tests/test_rfe.py` ( #27177 )
2023-09-11 11:34:42 +02:00
11cf0eec3e
TST Extend tests for `scipy.sparse.*array` in `sklearn/feature_selection/tests/test_chi2.py` ( #27176 )
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Co-authored-by: Omar Salman <omar.salman@arbisoft.com>
2023-09-11 11:33:32 +02:00
c366f93394
TST Extend tests for `scipy.sparse.*array` in `sklearn/feature_selection/tests/test_base.py` ( #27175 )
2023-09-11 11:32:44 +02:00
8d48624ec9
TST Extend tests for `scipy.sparse.*array` in `sklearn/feature_selection/tests/test_mutual_info.py` ( #27173 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2023-09-11 11:31:21 +02:00
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
5d145bf760
DOC fixes intersphinx warnings ( #26779 )
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Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
2023-07-10 20:25:35 +00:00
14995509a9
FIX `mutual_info_regression` when `X` is of integer dtype ( #26748 )
2023-07-03 17:35:12 -04:00
04575f5fa3
MAINT Param validation: apply skip nested validation to all functions ( #26495 )
2023-06-22 18:06:24 +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
8409b877fd
DOC Fix docstring param default value in SequentialFeatureSelector ( #26540 )
2023-06-08 10:16:00 +00:00
97bab0e5b3
MAINT Change default value of n_features_to_select for 1.3 ( #26475 )
2023-06-01 09:45:48 +02:00
b32e5c7ab3
ENH Accept 'auto' option for 'dual' parameter in LinearSVC and LinearSVR ( #26093 )
2023-05-30 16:54:24 +02:00
42ca7183ce
MAINT Clean-up deprecated transposed coef in PLS for 1.3 ( #26016 )
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Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
2023-05-24 10:00:37 +00:00
a43640feff
DOC Improve docstring for tol in SequentialFeatureSelector ( #26271 )
2023-04-25 17:18:27 +02:00
893d5accaf
MNT Update black to 23.3.0 ( #26110 )
2023-04-06 12:14:16 -04:00
ec8a2a63b3
FIX SequentialFeatureSelector throws IndexError when cv is a generator ( #25973 )
2023-03-28 21:11:35 +00:00
0a45c713cd
MAINT Fix broken link in feature_selection/_univariate_selection.py ( #25984 )
2023-03-28 16:34:56 +00:00
9d55835574
MAINT Ensure disjoint interval constraints ( #25797 )
2023-03-15 14:44:09 -04:00
530dfc9631
MAINT Parameters validation for feature_selection.mutual_info_regression ( #25850 )
2023-03-15 16:33:20 +01:00
7e8d3c505b
MAINT Added Parameter Validation for mutual_info_classif ( #25769 )
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Co-authored-by: Jérémie du Boisberranger <34657725+jeremiedbb@users.noreply.github.com>
2023-03-08 00:01:23 +01:00
2161d11e2a
MAINT Parameters validation for feature_selection.r_regression ( #25734 )
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Co-authored-by: Jérémie du Boisberranger <34657725+jeremiedbb@users.noreply.github.com>
2023-03-06 12:08:14 +01:00
69e2d8aff9
MAINT Parameter Validation for feature_selection.f_regression ( #25736 )
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Co-authored-by: Jérémie du Boisberranger <34657725+jeremiedbb@users.noreply.github.com>
2023-03-06 12:06:30 +01:00
d926ff130f
MAINT remove np.product and inf/nan aliases in favor of canonical names ( #25741 )
2023-03-02 10:52:07 +01:00
7e15694559
MAINT Parameter Validation for feature_selection.f_classif ( #25720 )
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Co-authored-by: Jérémie du Boisberranger <34657725+jeremiedbb@users.noreply.github.com>
2023-02-28 14:01:04 +01:00
f9ee1b4f34
MAINT Parameter Validation for feature_selection.chi2 ( #25719 )
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Co-authored-by: jeremiedbb <jeremiedbb@yahoo.fr>
2023-02-28 13:59:48 +01:00
7b595569b2
FIX Allow negative tol in SequentialFeatureSelector ( #25664 )
2023-02-24 13:39:47 +01:00
677a4cfef6
ENH Preserve DataFrame dtypes in transform for feature selectors ( #25102 )
2023-02-19 19:25:29 +01:00
bd1d165789
ENH Raise NotFittedError in get_feature_names_out for estimators that use ClassNamePrefixFeatureOutMixin and SelectorMixin ( #25308 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2023-01-24 09:54:43 -05:00
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
464922b4ac
DOC only use chi2 on binary and counts features ( #24684 )
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Co-authored-by: Tim Head <betatim@gmail.com>
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: Arturo Amor <86408019+ArturoAmorQ@users.noreply.github.com>
2023-01-12 20:02:25 +01:00
d949e7f731
DOC Correcting some small documentation typos ( #25125 )
2022-12-06 21:23:40 -05:00
86301acc28
FIX always scale continuous features to unit variance in mutual info ( #24747 )
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Co-authored-by: Tim Head <betatim@gmail.com>
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: jeremie du boisberranger <jeremiedbb@yahoo.fr>
2022-11-16 17:19:30 +01:00
b2edcdc5e4
FIX accept param='all' in GenericUnivariateSelect ( #24950 )
2022-11-16 11:59:02 +01:00
c22be1defc
CLN Remove unnecessary operation in mutual_info ( #24569 )
2022-10-07 11:07:24 +02:00
bfecfe97fd
MAINT Clean deprecation for 1.2: grid_scores_ in RFECV ( #24404 )
2022-09-27 15:51:58 +02:00
4352b7c563
TST add global random seed to sklearn/feature_selection/tests/test_rfe.py ( #24142 )
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Co-authored-by: Meekail Zain <34613774+Micky774@users.noreply.github.com>
Co-authored-by: jeremiedbb <jeremiedbb@yahoo.fr>
2022-09-25 18:02:36 +02:00
1a6f9b6414
TST Remove remaining tests now covered by common param validation test ( #24383 )
2022-09-07 14:50:31 +02:00
Guillaume Lemaitre