f12987de98
MNT Replace if_delegate_has_method with available_if in feature_selection ( #20593 )
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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>
2022-03-13 21:13:45 +01:00
071f98f0a7
FIX Remove warnings when fitting a dataframe ( #21578 )
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Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
2021-11-29 17:55:37 +01:00
d6144caead
DOC ensure that RFE is passing numpydoc validation
2021-08-31 19:14:37 +02:00
786c4e5e39
DOC Adds feature_names_in_ to docstrings ( #20787 )
2021-08-26 13:44:45 +02:00
daec880bff
API Replacing grid_scores_ by cv_results_ in _rfe.py and test_rfe.py ( #20161 )
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Co-authored-by: arka204 <kmichalik204@gmail.com>
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2021-07-30 18:01:49 +02:00
eb901df93f
ENH Allow `sample_weight` and other `fit_params` in RFE ( #20380 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
Co-authored-by: Adrin Jalali <adrin.jalali@gmail.com>
2021-07-27 18:24:35 +02:00
aa1fca5bf3
DOC Ensures that RFECV passes numpydoc validation ( #20452 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2021-07-07 10:44:57 +02:00
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
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
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
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
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
f6b8bc0ece
ENH add importance_getter to RFE* and SelectFromModel
2020-05-20 16:15:32 +10:00
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
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
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
63cfc5ff6b
ENH add multioutput support for RFE ( #16103 )
2020-02-04 20:33:35 +01:00
70b0ddea99
FEA Allow nan/inf in feature selection ( #11635 )
2019-11-05 11:34:59 +11:00
6769490424
MNT Make modules private in feature_selection ( #15376 )
2019-10-29 11:00:32 +08:00
Jack Liu