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432 Commits

Author SHA1 Message Date
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
Albert Villanova del Moral 875d32fe55
DOC Fix versionadded/versionchanged for 0.24 (#18312) 2020-09-01 10:51:01 +02:00
Nicolas Hug 5bf37e8425
FEA Add sequential feature selection transformer (#17159) 
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
kaylani2 7d2f9f553b
DOC Mention the conditions for a ValueError in VarianceThreshold (#17380) 2020-08-07 14:14:23 +02:00
Thomas J. Fan febdd191f5
TST Sets random_state in test_rfe_wrapped_estimator (#18097) 2020-08-06 12:07:51 +02:00
noelano 0b0afd2d64
PERF Call KDTree in mutual_info to reduce memory footprint (#17878) 
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
 2020-07-18 00:07:58 +02:00
Lisa Schwetlick 911137f0de
ENH Enable percentage for n_features_to_select in RFE(Fix PR #16228) (#17090) 
* 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
Kendrick Cetina 2c7107089c
DOC improve attributes and parameters descriptions in RFE and RFECV (#17721) 
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
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
pwalchessen 89b80a6c67
DOC add missing attributes in several modules (#15521) 
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
Aura Munoz 5297365ebe
DOC Standarize default documentation for feature_selection (#17465) 
* 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
Pardeep Singh 2653fa939b
DOC shorten estimators links for sklearn/feature_selection/* and sklearn/experimental/* modules (#17466) 
* 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
Deeksha Madan 58d74c10a6
Replaces array_like with array-like (#17463) 
* replacing array_like with array-like

* Replacing array_like with array-like
 2020-06-06 12:27:11 -04:00
Venkatachalam N f6b8bc0ece
ENH add importance_getter to RFE* and SelectFromModel 2020-05-20 16:15:32 +10:00
Thomas J Fan e770715c43
MNT Completes position arg deprecation (#17272) 
* 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
brigi dbc35934a6
DOC Version added and changed labels added for v0.18 (#wimlds) (#16222) 
* 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
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
Ekaterina Borovikova 4755ae76d2
DOC Add versionchanged and versionadded for v0.20 (#16199) 
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
Adrin Jalali 02309ffbda
API kwonly args in manifold, metrics, mixture, model_selection, multclass, multioutput (#16982) 2020-04-24 17:24:24 -04:00
Nicolas Hug 089c8a17a1
[MRG] MNT requires_y tag with y=None validation (#16622) 2020-04-22 22:41:45 +10:00
Adrin Jalali c3817500cc
API feature_selection's constructor params -> kwonly (#16867) 2020-04-10 14:26:56 -04:00
Nicolas Hug 44c44a5742
DOC minimal docstring fix + UG for feature selection (#16810) 2020-03-31 08:19:54 -04:00
Alex Henrie 438bb3a438
MNT Remove unused imports (#16665) 2020-03-11 10:01:51 +11:00
Nicolas Hug d205638475
MNT Introduction of n_features_in_ attr with _validate_data mtd (#16112) 2020-02-29 09:05:11 -05:00
Roman Feldbauer 9b39c4c4d2
TST Fix unreachable code in tests (#16110) 2020-02-16 14:41:26 +01:00
Pierre Delanoue 4a3b4368d3
[DOC] Update random_state descriptions for mutual_info, unsupervised, .… (4) (#16320) 
* 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
Divyaprabha M 63cfc5ff6b
ENH add multioutput support for RFE (#16103) 2020-02-04 20:33:35 +01:00
trimeta 856d273b9d FIX Expose SelectorMixin through sklearn/feature_selection/ (#16132) 2020-01-17 15:37:26 +01:00
Nicolas Hug 4256542b10 MNT Removed deprecated attributes and parameters (#15803) 2019-12-09 22:17:06 +08:00
Alec Peters 70b0ddea99 FEA Allow nan/inf in feature selection (#11635) 2019-11-05 11:34:59 +11:00
Thomas J Fan 6769490424 MNT Make modules private in feature_selection (#15376) 2019-10-29 11:00:32 +08:00
Nicolas Hug b92455a6b2 MAINT Deprecate all of utils.testing except all_estimators (#15367) 2019-10-28 17:28:56 +01:00
Thomas J Fan 4a95e33e63 MNT Make modules private in sklearn.datasets (#15307) 2019-10-27 17:17:23 -04:00
Nicolas Hug bcd399f4cb FIX Fixed some imports after deprecations (#15345) 2019-10-23 16:59:52 +02:00
DatenBergwerk 1e776197fc DOC Add SelectFromModel example (#15194) 2019-10-13 14:33:19 +02:00
Adrin Jalali 0eebade264 DOC docstring (shape= -> of shape) (#14640) 2019-10-02 20:54:32 -04:00
Thomas J Fan 14f5302b70 DOC Link items explictly (#14817) 
* DOC Link items explictly

* STY

* DOC Link another
 2019-09-05 11:37:05 +02:00
Andreas Mueller 03ea20db0f Fix mixin inheritance order, allow overwriting tags (#14884) 2019-09-05 10:13:30 +02:00
Samesh Lakhotia a2968c2e4f MNT Fix assert raises in sklearn/feature_selection/tests/ (#14697) 2019-08-21 15:35:19 +08:00
Andreas Mueller 92af3dabbb MAINT simplify check_is_fitted to use any fitted attributes (#14545) 2019-08-13 22:09:07 +02:00
Samuel Taylor c2c2a15774 DOC Fix typo in RFE example (#14529) 2019-07-31 10:58:45 +02:00
Alex Itkes 98e0866318 MNT Remove MetaEstimatorMixin from RFECV (#14352) 2019-07-14 15:26:23 +08:00
Guillaume Lemaitre e68f6f3e6a DOC Make explicit that groups required *Group* splitter (#14235) 2019-07-02 11:17:01 -04:00
Nicolas Hug f3eb9d2206 [MRG] MNT removing assert_equal, etc -- continued (#14232) 2019-07-02 14:53:51 +10:00
Adrin Jalali 19c068a2ec MNT towards removing assert_equal, etc (#14222) 2019-07-01 09:13:32 -04:00
Joel Nothman f339609ab8 TST attempt to fix the variance threshold part of #14192 (#14204) 2019-06-27 15:18:31 +02:00
Roman Yurchak 5674122c97 MAINT More test runtime optimizations (#14136) 
* Feature extraction / feature selection

* Metrics, manifold, impute, GP optimization

* Optimize mixture

* Optimize model_selection

* Fix tests

* Lint
 2019-06-22 10:44:06 +03:00
Roman Yurchak 1015caf54d MAINT Remove imports from sklearn.utils._joblib (#13676) 
* Remove sklearn.utils._joblib imports

* Lint

* More fixes
 2019-06-18 18:37:14 +04:00
Roman Yurchak 0eedf99eee MAINT Don't use clean_warnings_registry in tests (#14085) 2019-06-17 14:10:05 +02:00