e59a6c0a5a
DOC Ensures that RFE passes numpydoc validation ( #20419 )
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Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
2021-06-30 00:29:24 +02:00
3ae7c76153
STY Enables black with experimental_string_processing=true ( #20412 )
2021-06-29 09:47:04 +02:00
555ade2e09
DOC Fix docstring summary line in _rfe.py ( #20280 )
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Co-authored-by: Roman Yurchak <rth.yurchak@gmail.com>
2021-06-18 15:51:12 +02:00
351ace7935
STY Uses black's with target_version >= 3.7 ( #20294 )
2021-06-17 15:50:27 -04:00
82df48934e
MNT Applies black formatting to most of the code base ( #18948 )
2021-06-17 14:21:09 -04:00
b5e5db4a43
API Raises an error when a negative threshold is chosen in VarianceThreshold ( #20207 )
2021-06-12 20:33:27 -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
1cd282d600
DOC add n_features_in_ in the documentation ( #20236 )
2021-06-09 16:58:03 +02:00
9406b3d2a4
TST Removed assert_warns_message from feature_selection/tests ( #20158 )
2021-05-28 13:53:10 +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
d5ebdca662
[MRG] Refactor `feature_selection.f_regression` and introduce `feature_selection.r_regression` ( #17169 )
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Co-authored-by: Dmytro S Lituiev <d.lituiev@gmail.com>
Co-authored-by: Chiara Marmo <chiara.marmo@u-psud.fr>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
2021-04-21 10:49:18 +02:00
962bd9a401
DOC Adds consistence in docs for univariate selection metrics ( #19904 )
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Co-authored-by: Julien Jerphanion <git@jjerphan.xyz>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
2021-04-16 08:19:43 -04:00
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
309f135c32
MNT Remove HistGradientBoosting from experimental ( #19799 )
2021-04-02 16:40:20 +02:00
95fa18f278
TST Fixes docstring ordering and test_docstring_parameters ( #19048 )
2021-02-12 11:35:05 +01:00
7e197fd600
ENH Adds n_features_in_ checking to feature_selection ( #19344 )
2021-02-08 15:11:05 +01:00
0cc91e7e57
DOC fix ungrammatical sentence in doc of SelectFromModel ( #19240 )
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Co-authored-by: Nicolas Hug <contact@nicolas-hug.com>
2021-02-01 21:07:19 +01:00
255718b4ad
introduce _safe_tags for estimator not inheriting from BaseEstimator ( #18797 )
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Co-authored-by: Nicolas Hug <contact@nicolas-hug.com>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
2020-12-02 11:18:53 +01:00
7dcb1ac560
FIX allow to output error_score if a scoring failure happen ( #18343 )
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Co-authored-by: Devi Sandeep Endluri <dsandeep97@tamu.edu>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
2020-10-09 15:12:57 +02:00
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
647fcb1ac1
DOC Fix A to uppercase in See Also docstring section ( #18332 )
2020-09-04 10:35:01 -04:00
875d32fe55
DOC Fix versionadded/versionchanged for 0.24 ( #18312 )
2020-09-01 10:51:01 +02:00
5bf37e8425
FEA Add sequential feature selection transformer ( #17159 )
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Co-authored-by: rasbt <mail@sebastianraschka.com>
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2020-08-21 19:57:05 +02:00
7d2f9f553b
DOC Mention the conditions for a ValueError in VarianceThreshold ( #17380 )
2020-08-07 14:14:23 +02:00
febdd191f5
TST Sets random_state in test_rfe_wrapped_estimator ( #18097 )
2020-08-06 12:07:51 +02:00
0b0afd2d64
PERF Call KDTree in mutual_info to reduce memory footprint ( #17878 )
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Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
2020-07-18 00:07:58 +02:00
911137f0de
ENH Enable percentage for n_features_to_select in RFE(Fix PR #16228 ) ( #17090 )
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* added code from PR #14627
* fixed error handling None as n_features_to_select
* added test for error message and percentage passing
* linting
* more linting
* even more linting
* sklearn/feature_selection/_rfe.py make int casting simpler
Co-authored-by: Roman Yurchak <rth.yurchak@gmail.com>
* exchange redundant test case with small float
* add what's new
* removed useless import
* lint
* Fix whats_new/v0.24.rst
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
* move whats new section
* disambiguate choice between 1 feature and 100% of features
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
* move checking for negatives to _fit
* update error to include nones
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
* markdown style in what's new
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
* Update sklearn/feature_selection/tests/test_rfe.py
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
* forgot to delete line
* fix test for negative n_features error
* BUG Fixes issues
* added case for float >1 and more detailed error messages
* lint
* more lint
* more lint
* CLN Minor adjustments
* BLD Force build on ci
Co-authored-by: Roman Yurchak <rth.yurchak@gmail.com>
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
2020-06-26 22:40:25 -04:00
2c7107089c
DOC improve attributes and parameters descriptions in RFE and RFECV ( #17721 )
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Co-authored-by: Beatriz San Miguel <beatriz.sanmiguelgonzalez@uk.fujitsu.com>
Co-authored-by: Loïc Estève <loic.esteve@ymail.com>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2020-06-25 18:46:31 +02:00
7cc0177f8e
MNT Replaces numpy alias with builtin typse ( #17687 )
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* MNT Replaces numpy alias with builtin typse
* STY Lint error
2020-06-24 16:51:51 +02:00
89b80a6c67
DOC add missing attributes in several modules ( #15521 )
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Co-authored-by: Patricia Walchessen <pwalchessen@gmail.com>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2020-06-18 11:18:23 +02:00
5297365ebe
DOC Standarize default documentation for feature_selection ( #17465 )
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* doc: Standarize default documentation for feature_selection
- Change `default` documentation of parameters to follow `default=<value>`
template
* remove space at end-of-line
* fix linting issues
* address comments
* missing file
2020-06-07 17:27:36 +02:00
2653fa939b
DOC shorten estimators links for sklearn/feature_selection/* and sklearn/experimental/* modules ( #17466 )
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* Shorten Estimators Links for sklearn/experimental/* module docs
* Shorten Estimators Links for sklearn/feature_selection/* module docs
2020-06-06 12:42:59 -04:00
58d74c10a6
Replaces array_like with array-like ( #17463 )
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* replacing array_like with array-like
* Replacing array_like with array-like
2020-06-06 12:27:11 -04:00
f6b8bc0ece
ENH add importance_getter to RFE* and SelectFromModel
2020-05-20 16:15:32 +10:00
e770715c43
MNT Completes position arg deprecation ( #17272 )
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* ENH Adds public functions with position args warning
* BUG Circlar import
* STY
* BUG Add keywords
* BUG Fixes warnings
* ENH Adds other public functions
* CLN Suggestion
* CLN Suggestion
* REV Revert pairwise
* ENH Positoinal args for compute_class_weight
2020-05-19 09:07:25 +02:00
dbc35934a6
DOC Version added and changed labels added for v0.18 (#wimlds) ( #16222 )
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* Versionlabels added to v0.18 (#wimlds)
* documentation issues: label changed and added for version 0.18
* fix intends and shorten description
Co-authored-by: Hannah <32333241+hhnnhh@users.noreply.github.com>
Co-authored-by: Brigitte@home <unger@nue.tu-berlin.de>
2020-04-27 18:43:47 -04:00
76ef8b0ef0
API kwonly for utils ( #17046 )
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* kwonly for utils
* More
* fixed some
* some more
* iwannagohomepls
* accept_sparse not kwonly anymore
2020-04-27 15:42:01 +02:00
4755ae76d2
DOC Add versionchanged and versionadded for v0.20 ( #16199 )
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Co-Authored-By: Adrin Jalali <adrin.jalali@gmail.com>
Co-Authored-By: Chiara Marmo <cmarmo@users.noreply.github.com>
Co-Authored-By: Nicolas Hug <contact@nicolas-hug.com>
2020-04-26 09:29:36 -04:00
02309ffbda
API kwonly args in manifold, metrics, mixture, model_selection, multclass, multioutput ( #16982 )
2020-04-24 17:24:24 -04:00
089c8a17a1
[MRG] MNT requires_y tag with y=None validation ( #16622 )
2020-04-22 22:41:45 +10:00
c3817500cc
API feature_selection's constructor params -> kwonly ( #16867 )
2020-04-10 14:26:56 -04:00
44c44a5742
DOC minimal docstring fix + UG for feature selection ( #16810 )
2020-03-31 08:19:54 -04:00
438bb3a438
MNT Remove unused imports ( #16665 )
2020-03-11 10:01:51 +11:00
d205638475
MNT Introduction of n_features_in_ attr with _validate_data mtd ( #16112 )
2020-02-29 09:05:11 -05:00
9b39c4c4d2
TST Fix unreachable code in tests ( #16110 )
2020-02-16 14:41:26 +01:00
4a3b4368d3
[DOC] Update random_state descriptions for mutual_info, unsupervised, .… (4) ( #16320 )
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* Update random_state doc for mutual_info.py, unsupervised.py, testing.py and utils/init.py
* Update comments from pr
* Update sklearn/metrics/cluster/_unsupervised.py
Co-Authored-By: Jérémie du Boisberranger <34657725+jeremiedbb@users.noreply.github.com>
* Update sklearn/utils/__init__.py
Co-Authored-By: Jérémie du Boisberranger <34657725+jeremiedbb@users.noreply.github.com>
* Update sklearn/utils/__init__.py
Co-Authored-By: Jérémie du Boisberranger <34657725+jeremiedbb@users.noreply.github.com>
Co-authored-by: Jérémie du Boisberranger <34657725+jeremiedbb@users.noreply.github.com>
2020-02-07 13:00:41 +01:00
63cfc5ff6b
ENH add multioutput support for RFE ( #16103 )
2020-02-04 20:33:35 +01:00
856d273b9d
FIX Expose SelectorMixin through sklearn/feature_selection/ ( #16132 )
2020-01-17 15:37:26 +01:00
4256542b10
MNT Removed deprecated attributes and parameters ( #15803 )
2019-12-09 22:17:06 +08:00
70b0ddea99
FEA Allow nan/inf in feature selection ( #11635 )
2019-11-05 11:34:59 +11:00
Jesse Lima