89465e09cf
Improved display of function docstring ( #21247 )
2022-03-13 01:59:32 +01:00
24106c2149
DOC Fix incorrect heading underline length in docstrings ( #22278 )
2022-01-24 09:58:33 -05:00
379919dc59
ENH Add optional parameter to return raw data for diabetes dataset ( #16605 )
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Co-authored-by: happilyeverafter95 <mgu@wealthsimple.com>
Co-authored-by: Roman Yurchak <rth.yurchak@gmail.com>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2021-12-17 11:33:18 +01:00
5672310409
[MRG]DOC Ensures that cross_val_score passes numpydoc validation ( #21464 )
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Co-authored-by: Fortune Oluchi Uwha <fou@synoint.com>
2021-10-26 18:34:00 +02:00
92544c73d7
Fix numpydoc format for sklearn.model_selection._validation.numpydoc_validation_cross_val_predict ( #21433 )
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Co-authored-by: iofall <50991099+iofall@users.noreply.github.com>
Co-authored-by: arisayosh <15692997+arisayosh@users.noreply.github.com>
2021-10-23 20:04:16 +02:00
93bc20f7eb
Raise an error when all fits fail in cross-validation or grid-search ( #21026 )
2021-10-05 16:42:51 +02:00
642127806a
DOC use backticks for n_samples and n_features in X docstring ( #20914 )
2021-09-02 13:35:03 +02:00
7317416193
Warn in the main process when a fit fails during a cross-validation ( #20619 )
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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: Olivier Grisel <olivier.grisel@ensta.org>
2021-08-10 16:31:26 +02:00
39f37bb63d
DOC make docstring consistent regarding None in metrics ( #19718 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2021-07-27 14:05:47 +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
9a13bdfaf1
MNT Adds black config and fixes formatting before black ( #19031 )
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Co-authored-by: Roman Yurchak <rth.yurchak@gmail.com>
Co-authored-by: Christian Lorentzen <lorentzen.ch@gmail.com>
2021-06-12 17:14:09 +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
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
81102146e3
DOC Fixed typo in cross_val_predict docstring ( #19739 )
2021-03-21 15:06:12 -04:00
6f180d79f5
BUG Fixes verbose > 2 for grid search ( #19659 )
2021-03-11 18:34:04 +01:00
70c6ac9d04
DOC Fixed typos in documentation ( #19511 )
2021-02-20 12:01:19 -05:00
b5e55f79fd
TST replace assert_warns* by pytest.warns in model_selection/tests ( #19458 )
2021-02-19 11:44:09 +01:00
e4ae68f09a
DOC add info regarding support of dict of multimetric scores ( #19205 )
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Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
2021-01-19 17:53:22 -05:00
1e386a49fc
ENH Add support for 'fit_params' to learning_curve ( #18595 )
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Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
2020-10-14 12:25:58 -04:00
8091fafd70
[MRG] Fit params support for permutation_test_score and validation_curve ( #18527 )
2020-10-14 14:17:56 +02:00
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
9120be9d65
DOC remove irrelevant parts in _validation.py ( #18548 )
2020-10-07 08:15:40 -04:00
521b3f289a
MNT Minor refactoring _fit_and_predict ( #18471 )
2020-09-30 12:35:46 +02:00
c7d29e31bf
DOC Fix default values in _validation.py ( #18337 )
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Co-authored-by: Juan Carlos Alfaro Jiménez <JuanCarlos.Alfaro@uclm.es>
2020-09-24 11:20:53 -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
8b68ea165c
DOC specify default of error_score in cross_validate ( #14488 )
2020-09-18 15:43:52 -04:00
647fcb1ac1
DOC Fix A to uppercase in See Also docstring section ( #18332 )
2020-09-04 10:35:01 -04:00
c6579afdc4
DOC add None as valid option to random_state in model_selection module ( #18232 )
2020-08-22 17:32:36 +02:00
018de22323
DOC Add user guide for permutation_test_score ( #18055 )
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* wip
* add user guide
* fix link to ex
* suggestion
* suggestions
2020-08-13 19:34:55 -04:00
793f974e26
DOC Add doc for permutation_test_score ( #17373 )
2020-07-31 09:42:36 +02:00
d3a3d214fc
DOC Fix return docstring cross_val_predict ( #18035 )
2020-07-30 10:46:56 -07:00
9acfaab966
ENH Adds support for multimetric callable return a dictionary ( #15126 )
2020-07-16 17:55:40 +02:00
4746e2117a
DOC Clarify return of cross_val_predict ( #17851 )
2020-07-12 17:07:24 -04:00
88b1fa6f0e
MNT Small refactor for cross_validate ( #17867 )
2020-07-09 14:00:27 +10:00
ffbb1b4a0b
MNT Collapse an unnecessary enclosed if statement ( #17766 )
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Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
2020-07-02 08:16:56 -04:00
0e33229351
FIX Extract estimator objects before aggregating dict of scores ( #17745 )
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Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
2020-06-26 21:15:41 -04:00
67bf1e78f5
ENH _fit_and_score now returns a dictionary ( #17332 )
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* ENH _fit_and_score now returns a dictionary
* MRG
* REV
* LOL
* Removing things in gitignore is fun
2020-06-26 12:38:12 +02:00
c95ed757b4
DOC add explanation of n_jobs in sklearn/model_selection/_validation.py ( #17717 )
2020-06-25 14:25:16 +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
fc0d2c3210
[MRG] ENH Show split/candidate ids in verbose output of SearchCV ( #16935 )
2020-06-19 11:26:58 +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
361bf75544
DOC Fix link to user guide ( #16989 )
2020-04-24 09:25:39 -04:00
5e2d74bc5f
DOC add versionadded versionchanged v0.19 ( #16233 )
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* added v0.19.1 and wip v0.19
* finished adding vchanged strings for v0.19
Towards #15426
@adrinjalali #wimlds #scikitlearnsprint
* fixing linter issues
* caught line issues with flake8
* caught the last line issue
* added lines and cleaned gtiignore
* Update sklearn/multiclass.py
Co-Authored-By: Thomas J Fan <thomasjpfan@gmail.com>
* Update sklearn/multiclass.py
Co-Authored-By: Thomas J Fan <thomasjpfan@gmail.com>
Co-authored-by: Thomas J Fan <thomasjpfan@gmail.com>
2020-04-15 10:36:51 +02:00
daec09e6b4
DOC added the link for the reference in permutation_test_score ( #16202 )
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* added the link for an open pdf of the article
* Address comment
Co-authored-by: Roman Yurchak <rth.yurchak@gmail.com>
2020-02-03 13:59:27 +01:00
5c9957764a
DOC improve random state docstring in the _validation module ( #16231 )
2020-01-26 20:29:11 +01:00
f6a19a7e8d
DOC Format docstrings in validation module ( #16134 )
2020-01-22 06:22:57 -05:00
e3ee768a0c
DOC Docstring improvements to confusion_matrix and splitters ( #16072 )
2020-01-11 18:42:10 +01:00
46001e7cfb
FIX support scalar values in fit_params in SearchCV ( #15863 )
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* support a scalar fit param
* pep8
* TST add test for desired behavior
* FIX introduce _check_fit_params to validate parameters
* DOC update whats new
* TST tests both grid-search and randomize-search
* PEP8
* DOC revert unecessary change
* TST add test for _check_fit_params
* olivier comments
* TST fixes
* DOC whats new
* DOC whats new
* TST revert type of error
* add olivier suggestions
* address olivier comments
* address thomas comments
* PEP8
* comments olivier
* TST fix test by passing X
* avoid to call twice tocsr
* add case column/row sparse in check_fit_param
* provide optional indices
* TST check content when indexing params
* PEP8
* TST update tests to check identity
* stupid fix
* use a distribution in RandomizedSearchCV
* MNT add lightgbm to one of the CI build
* move to another build
* do not install dependencies lightgbm
* MNT comments on the CI setup
* address some comments
* Test fit_params compat without dependency on lightgbm
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
2019-12-31 13:02:45 +01:00
Udit Gupta