d306abad8f
DOC fixed linear_model._least_angle.py parameters consistency ( #18062 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2020-08-21 15:14:05 +02:00
fd653f8f3e
ENH Add alpha_per_target parameter to RidgeCV ( #6624 )
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Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
2020-08-06 12:24:53 -04:00
075d424568
FEA Add Nonnegative LinearRegression ( #17578 )
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Co-authored-by: Nicolas Hug <contact@nicolas-hug.com>
Co-authored-by: Joseph Knox <jknox13@uw.edu>
Co-authored-by: Joseph Knox <joseph.edward.knox@gmail.com>
2020-08-06 08:30:24 -04:00
12e30fa10f
TST Increase absolute tolerance for RANSACRegressor test ( #18082 )
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An absolute difference of 1.45081487e-13 has been observed on 64-bit PowerPC.
2020-08-04 19:01:39 +02:00
fcba0d6c0b
TST Add test for multinomial identifiability constraint in logistic regression ( #16791 )
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* MNT import from numpy.testing in logistic regression
* TST add test for symmetric identifiability constraint
* address review comments
* address review comments again
* reduce atol
2020-07-15 22:24:30 -04:00
9fc7bceca6
BUG Do not overwrite X when copy_X=True and Gram='auto' ( #17914 )
2020-07-15 22:44:58 +02:00
7d5a54b329
FIX Raise error when l1_ratio is out-of-range in ElasticNet ( #17846 )
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Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: Nicolas Hug <contact@nicolas-hug.com>
Co-authored-by: Roman Yurchak <rth.yurchak@gmail.com>
2020-07-08 15:12:11 +02:00
1c62652704
TST check equivalence normalize/StandardScaler and dense/sparse in linear models ( #17665 )
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Co-authored-by: Alexandre Gramfort <alexandre.gramfort@m4x.org>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
Co-authored-by: Roman Yurchak <rth.yurchak@gmail.com>
2020-06-26 14:17:11 +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
c29092d699
MNT define a parse_version function in sklearn.utils.fixes ( #17670 )
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Co-authored-by: Loïc Estève <loic.esteve@ymail.com>
Co-authored-by: Roman Yurchak <rth.yurchak@gmail.com>
2020-06-24 13:35:49 +02:00
005d55e3d8
TST Fixed tiny typo in test_logistic.py ( #17562 )
2020-06-11 09:13:23 +02:00
ac8cbb3799
[MRG] More deprecation for 0.24 ( #17142 )
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* normalize_components in sparsePCA
* changed default strategy of Dummy to prior and removed outputs_2d ttribute
* removed usage of None to drop estimator in ensemble and behaviour param of IsolationForest
* remove support for drop=None in Voting
* removed some warning decorators
* remove feature_extraction.extract_patches
* removed VectorizerMixin and copy parameter from TFIDFVectorizer
* kernel.set_params now raises attributeerror
* removed fig from plot_partial_dependence
* removed iid parameter of search estimators
* removed brier_scorer
* raise error in split when shuffle is False and random_state is not None
* removed MultiOutputEstimator
* removed base classes of NaiveBayes
* removed drop from pipeline
* removed utils in random_projection
* removed presort and classes_ in trees
* flake8
* fixed some tests
* flake
* fixed docstring
* fixed other one
* some left
* mmmm
2020-05-20 16:04:14 -04:00
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
4b92a775db
MNT Cleaner cythn cdef loss function in SGD ( #17191 )
2020-05-12 22:40:42 +02:00
e2256c111d
TST Replace Boston dataset in test_coordinate_descent.py ( #17153 )
2020-05-08 19:52:34 -04:00
04d2e3290f
Speedup MultiTaskLasso ( #17021 )
2020-05-02 10:11:07 +02:00
1d3a553b2d
[MRG] Fix LinearModelsCV for loky backend. ( #14264 )
2020-04-28 20:57:01 +10:00
1ba06518c5
API make load_* args in datasets kwarg only ( #16719 )
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* API male load_* args in datasets kwarg only
* more loaders
* pep8
* fix test_omp usage
* fix some usages
* Update sklearn/datasets/_samples_generator.py
Co-Authored-By: Thomas J Fan <thomasjpfan@gmail.com>
Co-authored-by: Nicolas Hug <contact@nicolas-hug.com>
Co-authored-by: Thomas J Fan <thomasjpfan@gmail.com>
2020-04-27 14:41:35 -04:00
946fddec7b
BUG Fix instability issue of ARDRegression (with speedup) ( #16849 )
2020-04-23 10:19:45 -04:00
dc0cc6e9be
[MRG] API kwonly args in impute, inspection, kernel_ridge ( #16926 )
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, and linear_model
2020-04-19 22:58:47 +02:00
abfb6fd11e
[MRG] Add jitter to LassoLars ( #15179 )
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* Adding jitter to LassoLars fit
* CircleCI fail
* MR comments
* Jitter becomes default, added test based on issue description
* flake8 fixes
* Removing unexpected cython files
* Better coverage
* PR comments
* PR comments
* PR comments
* PR comments
* PR comments
* Linting
* Apply suggestions from code review
* addressed comments
* added whatnew entry
* test both estimators
* update whatsnew
* removed random_state for lassolarsIC
Co-authored-by: Nicolas Hug <contact@nicolas-hug.com>
2020-04-17 17:14:21 +02:00
fa1ea2ab6f
ENH Adds support for pandas dataframe with only sparse arrays ( #16728 )
2020-03-27 12:09:23 +01:00
75d3f29e72
MAINT Remove outdated numpy and scipy backports ( #16725 )
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* Remove unecessary numpy & scipy backports
* More fixes
* Remove unused imports
2020-03-20 13:57:18 +01:00
1cbe59ee06
CI Check for unused imports when linting ( #16678 )
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* Check for missing imports in linting
* Exclude externals
* Remove unused imports
2020-03-12 12:56:35 +01:00
21686b7147
ENH Sample weights for ElasticNet ( #15436 )
2020-02-16 14:48:01 +01:00
9b39c4c4d2
TST Fix unreachable code in tests ( #16110 )
2020-02-16 14:41:26 +01:00
4913037f8f
MNT Deprecate public attributes in SGD and PassiveAggresive classes ( #16261 )
2020-02-12 16:09:40 +01:00
c2ede74db0
ENH add warning for pandas sparse Dataframe in check_array ( #16021 )
2020-01-27 12:30:55 +01:00
4953ec36a4
MNT remove more deprecations for 0.23 ( #15860 )
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* removed warn_on_dtype
* removed parameters to check_is_fitted
* all_estimators parameters
* deprecated n_components attribute in AgglomerativeClustering
* change default of base.score for multioutput
* removed lots of useless decorators?
* changed default of copy in quantil_transform
* removed six.py
* nmf default value of init param
* raise error instead of warning in LinearDiscriminantAnalysis
* removed label param in hamming_loss
* updated method parameter of power_transform
* pep8
* changed default value of min_impurity_split
* removed assert_false and assert_true
* added and fixed versionchanged directives
* reset min_impurity_split default to None
* fixed LDA issue
* fixed some test
* more docstrings updates
* set min_impurity_decrease for test to pass
* upate docstring example
* fixed doctest
* removed multiouput.score since it's now consistent with the default
* deprecate least_angle parameter combination
* remove support for l1 or l2 loss in svm
* removed linear_assignment.py
* add test
2020-01-13 13:43:50 +01:00
730d1e726b
[MRG] BUG fix RidgeClassifierCV to accept custom score ( #14848 )
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* handle_clf_ridgeGCV
* included test case
* undo_lambda_rm
* crtd_commet
* check_y
* include_comp_proba
* fix_format
* added more comment for is_clf condtn
* adding param is_clf
* adding super
* format fixes
* init params
* moving param 2 inint
* using is_classifier
* removing super
* ENH do not allocate local arrays in Ridge*CV of store_cv_vales is False
* add whats new
* TST check multiple metrics for RidgeCV
* linting
* update whats new
* missing doc when solving conflict
* missing doc
* style
* correct whats new
* fix
* address agramfort comments
* fix
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2020-01-06 21:35:28 +01:00
4d5407c89f
Make test_sag_regressor_computed_correctly deterministic ( #16003 )
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Fix #15818 .
2020-01-02 14:13:27 +01:00
a07974b3c0
FIX add best_score_ to Ridge*CV estimators ( #15655 )
2019-12-10 20:29:55 +01:00
54da2f00fc
ENH do not allocate local arrays in Ridge*CV of store_cv_values is False ( #15652 )
2019-12-09 22:21:34 +08:00
4256542b10
MNT Removed deprecated attributes and parameters ( #15803 )
2019-12-09 22:17:06 +08:00
1c42e79d42
FIX pass sample weights to final estimator ( #15773 )
2019-12-09 19:33:06 +11:00
5573abbb99
MNT Removed deprecated logistic_regression_path ( #15791 )
2019-12-04 12:24:10 -05:00
43d8dee07b
MNT improve the convergence warning message for LogisticRegression ( #15665 )
2019-11-20 09:48:26 +11:00
e254b30b6e
MAINT run latest CI on Python 3.8 ( #15637 )
2019-11-19 09:56:37 +01:00
d84785c5e1
[MRG] ENH: Add scaling to convergence warning for LBFGS ( #15571 )
2019-11-17 17:10:14 +11:00
19ad136223
MNT Replace DeprecationWarning with FutureWarning ( #15080 )
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* bruteforce renaming
* WIP
* WIP
* some more
* removed weird line
* update -Werror
* testiforest
* again
* Fixed some tests
* fixed some tests
* removed -Werror
* fixed test_docstring_param issue
* fixed some tests
* some more
* renamed to SklearnDeprecationWarning
* pep8
* updated docs
* pep8
* merge
* changed to FutureWarning
* fixes
* Update doc/developers/tips.rst
Co-Authored-By: Adrin Jalali <adrin.jalali@gmail.com>
* avoid duplicates
* fixed warning for deprecations
* Still make CI break if DeprecationWarning isn't caught
* updated one warning
* fixed test
* fixed some renamings
* updated new dep warnings
* fixed bad import
* ignore warnings
* update again
* ignore futurewarning when walking packages
* Fixed test
* pep8
* Added whatsnew
2019-10-29 15:39:26 +01:00
b92455a6b2
MAINT Deprecate all of utils.testing except all_estimators ( #15367 )
2019-10-28 17:28:56 +01:00
4a95e33e63
MNT Make modules private in sklearn.datasets ( #15307 )
2019-10-27 17:17:23 -04:00
2b60d32977
MAINT sync/add support sample_weight with liblinear ( #15038 )
2019-10-25 08:38:19 -04:00
7effc37174
MNT Warn when shuffle is False but random_state is not None ( #15353 )
2019-10-24 16:33:12 -04:00
bcd399f4cb
FIX Fixed some imports after deprecations ( #15345 )
2019-10-23 16:59:52 +02:00
0a7adef005
MNT Make modules private in linear_model ( #15324 )
2019-10-23 15:34:26 +02:00
e489aab0d6
MNT Remove warning in logistic regression cv scoring ( #15184 )
2019-10-18 18:55:25 +02:00
220e146a7f
FIX Fixed reshaping attributes of LogisticRegressionCV ( #15044 )
2019-10-03 09:59:14 +02:00
d92f12a137
FIX: dtype check in MultiTaskLassoCV and MultiTaskLassoCV ( #15086 )
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* FIX: dtype check in MultiTaskLassoCV and MultiTaskLassoCV
* fix pr number
* address comments from @rth
2019-09-26 07:30:36 -04:00
2e7b554293
Fix bug in implementation of scoring in loo `_RidgeGCV` ( #14864 )
2019-09-08 15:05:14 +02:00
sadak