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
88963f86fb
ENH Make cross_val_predict support method="predict_proba" and y=None ( #15918 )
2019-12-24 09:34:49 +11:00
a05a5bc2b3
ENH Yield stack trace information in resilient mode model_selection warnings ( #15622 )
2019-12-14 15:32:59 -05:00
3d606cf8ba
FIX clone parameters in gridsearch etc ( #15096 )
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* clone estimator again after setting parameters
* add more tests
* add some comments
* more tests
* don't clone estimators, just clone parameters
2019-10-29 15:42:14 +01:00
bcd399f4cb
FIX Fixed some imports after deprecations ( #15345 )
2019-10-23 16:59:52 +02:00
e947689c90
MAINT Make files private for sklearn.metrics and sklearn.metrics.cluster ( #15306 )
2019-10-23 15:20:28 +02:00
0eebade264
DOC docstring (shape= -> of shape) ( #14640 )
2019-10-02 20:54:32 -04:00
96c988cdde
MNT Make safe_indexing private ( #15104 )
2019-10-02 11:47:46 -04:00
80a4cf0501
DOC Changed Cross Validate Return Section Doc ( #14924 )
2019-09-28 21:25:32 +10:00
fbb2c7c700
ENH Adds _MultimetricScorer for Optimized Scoring ( #14593 )
2019-09-11 08:04:16 +10:00
14f5302b70
DOC Link items explictly ( #14817 )
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* DOC Link items explictly
* STY
* DOC Link another
2019-09-05 11:37:05 +02:00
e070b74517
DOC improve cross_val_predict docs ( #14212 )
2019-07-25 23:49:42 +10:00
e68f6f3e6a
DOC Make explicit that groups required *Group* splitter ( #14235 )
2019-07-02 11:17:01 -04:00
1015caf54d
MAINT Remove imports from sklearn.utils._joblib ( #13676 )
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* Remove sklearn.utils._joblib imports
* Lint
* More fixes
2019-06-18 18:37:14 +04:00
120009b12a
DOC fix user guide for learning_curve ( #14099 )
2019-06-17 14:52:24 +02:00
b28aadf6ef
Added fit and score times for learning_curve ( #13938 )
2019-06-14 14:34:26 -04:00
2e7e06b78f
[MRG] Doctest with print change only adjusts default options for doctest ( #13991 )
2019-06-01 10:53:45 +02:00
9adba491a2
[MRG] DEP change the default of cv and n_splits ( #13839 )
2019-05-29 23:39:20 +10:00
0bfa52dad7
DEP Change default of error_score in cross-validation ( #13840 )
2019-05-22 09:28:45 +10:00
e7ca6236c5
Fix spacing and formatting inconsistencies ( #13747 )
2019-05-02 01:29:49 +10:00
8edd9f9f15
ENH Add verbose option to Pipeline, FeatureUnion, and ColumnTransformer ( #11364 )
2019-04-22 00:51:21 +10:00
24df999c10
ENH cross_val_predict now handles multi-output predict_proba ( #8773 )
2019-04-06 22:22:35 +11:00
eaca1729bd
DOC Make scoring metric info uniform across scikit-learn ( #13449 )
2019-03-17 20:31:28 +11:00
a62775e99f
DOC Add scoring metric info in cross_val_score ( #13445 )
2019-03-14 20:07:47 +11:00
50946b3ef2
Fix bad double to integer cast in __fit_and_predict for cross_val_predict ( #13368 )
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* Fix bad double to integer cast in __fit_and_predict for cross_val_predict
* Fix flake8 errors
* Add documentation to changelog
2019-03-03 08:19:06 +01:00
0e3bb17e62
MAINT Run pyupgrade following Python2 deprecation ( #12997 )
2019-02-08 20:13:34 +08:00
62d2059804
MNT remove __future__ imports ( #12791 )
2019-02-02 22:05:06 +08:00
acb8106472
MNT Use list and dict comprehension ( #12668 )
2019-01-08 09:32:34 +11:00
952ef6637a
MRG Drop legacy python / remove six dependencies ( #12639 )
2019-01-03 15:50:05 +02:00
f6f7e3cfd3
[MRG + 2] Print train scores in _fit_and_score ( #12613 )
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* print train scores when verbose > 3 in _fit_and_score
* train_scores computed if verbose > 3, and 3 decimals places only
* flake8 warnings solved
* print train score if return_train_score
test coverage increased
* added test for multimetric;
tests cleaned using pytest parametrize
* fixing failed tests for python2...
* revert changes in _scorer
* modified whats_new
* modified whats_new again
2018-11-21 20:22:24 -05:00
Lucy Liu