ae2c80a210
MAINT remove normalize parameter and subsequent clean-up ( #27855 )
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Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Loïc Estève <loic.esteve@ymail.com>
2023-12-04 14:29:06 +00:00
702316c271
ENH Array API support for PCA ( #26315 )
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Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Tim Head <betatim@gmail.com>
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
2023-07-13 16:58:06 -05:00
dfd299b19e
MAINT Remove soon-to-be deprecated scipy.sparse functions ( #26751 )
2023-07-12 18:34:01 +02:00
42173fdb34
MNT add isort to ruff's rules ( #26649 )
2023-06-21 17:50:07 +02:00
9c266cf5d6
MAINT Param validation: decorate all estimators with _fit_context ( #26473 )
2023-06-14 16:52:35 +02:00
66a3905541
ENH Adds PyTorch support to LinearDiscriminantAnalysis ( #25956 )
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Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Tim Head <betatim@gmail.com>
2023-04-21 11:13:29 +02:00
5a332e77a1
PERF fix overhead of _rescale_data in LinearRegression ( #26207 )
2023-04-18 23:42:13 +02:00
893d5accaf
MNT Update black to 23.3.0 ( #26110 )
2023-04-06 12:14:16 -04:00
87ec7401cc
ENH Forces shape to be tuple when using Array API's reshape ( #26030 )
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Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Tim Head <betatim@gmail.com>
2023-04-04 11:03:00 +02:00
a7cd0ca44d
FIX propagate configuration to workers in parallel ( #25363 )
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Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
2023-01-20 12:44:35 -05:00
f702e97907
MAINT: Replace np.find_common_type with np.result_type. ( #24858 )
2022-11-18 11:31:01 +01:00
8648cf9218
MAINT clean deprecation for 1.2: leftovers ( #24647 )
2022-10-13 14:54:53 +02:00
e41753ebd5
MAINT Clean deprecation for 1.2: normalize in linear models ( #24391 )
2022-10-12 14:06:47 +02:00
2710a9e7ee
ENH Adds Array API support to LinearDiscriminantAnalysis ( #22554 )
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Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Julien Jerphanion <git@jjerphan.xyz>
2022-09-21 15:36:19 +02:00
02ebf9e68f
MNT Adds dict typing hint to _parameter_constraints for mypy ( #24301 )
2022-08-30 11:01:10 +02:00
a657465547
convenience constraint for booleans ( #23618 )
2022-06-15 20:38:51 +02:00
de659b9dee
MNT Param validation: Make it possible to mark a constraint as hidden ( #23558 )
2022-06-13 11:17:44 +02:00
79c176de3f
FIX Fix gram validation: dtype-aware tolerance ( #22059 )
2022-06-07 16:02:05 -04:00
4b59c15016
MNT LinearRegression uses _validate_parameters ( #23491 )
2022-06-04 11:31:41 -04:00
2605293cbe
MNT return array instead of memory view in coordinate descent ( #23015 )
2022-05-04 21:11:29 -04:00
b4da3b4063
MNT ensure creation of dataset is deterministic in SGD ( #19716 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Jérémie du Boisberranger <34657725+jeremiedbb@users.noreply.github.com>
2022-04-02 14:07:27 +02:00
bf0ece817d
ENH add sample_weight to sparse coordinade descent ( #22808 )
2022-03-25 11:09:28 +01:00
d76f87c8eb
Fix Ridge sparse + sample_weight + intercept ( #22899 )
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Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
2022-03-22 20:15:54 +01:00
99262c06c0
MNT remove sparse_lsqr from utils.fixes ( #22894 )
2022-03-18 21:14:07 +01:00
7414a7c4c5
FIX LinearRegression sparse + intercept + sample_weight ( #22891 )
2022-03-18 17:47:26 +01:00
1c094728a3
CLN clean _preprocess_data in linear_model ( #22762 )
2022-03-11 13:48:27 -05:00
f14af688b7
FIX Make Ridge*CV warn about rescaling alphas with scaling ( #22585 )
2022-03-02 13:59:04 +01:00
9abeb861ec
MNT Remove unused private attribute _residues from LinearRegression ( #22334 )
2022-02-19 12:16:03 +01:00
90e04a5f15
FIX add support for multilabel classification in RidgeClassifier* ( #19869 )
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Co-authored-by: Alexandre Gramfort <alexandre.gramfort@m4x.org>
Co-authored-by: Jérémie du Boisberranger <34657725+jeremiedbb@users.noreply.github.com>
2021-10-27 15:18:02 +02:00
ccf8e749ba
DOC Linear regression n_jobs doc update ( #21258 )
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* update docstring
* Apply suggestions from code review
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
* Update sklearn/linear_model/_base.py
Co-authored-by: Julien Jerphanion <git@jjerphan.xyz>
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: Julien Jerphanion <git@jjerphan.xyz>
2021-10-12 11:27:32 +02:00
10a5468e90
DOC Remove some str/unicode leftovers from Python 2 ( #21270 )
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Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
2021-10-08 13:55:15 +02:00
9c84abd771
ENH add `only_non_negative` parameter to `_check_sample_weight` ( #20880 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
2021-09-08 13:45:48 +02:00
786c4e5e39
DOC Adds feature_names_in_ to docstrings ( #20787 )
2021-08-26 13:44:45 +02:00
3ae7c76153
STY Enables black with experimental_string_processing=true ( #20412 )
2021-06-29 09:47:04 +02:00
a2ee56c130
DOC Ensures that LinearRegression passes numpydoc validation ( #20369 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2021-06-28 10:04:24 +02:00
82df48934e
MNT Applies black formatting to most of the code base ( #18948 )
2021-06-17 14:21:09 -04:00
5f3bfccb8a
[MRG] FIX sample_weight invariance for linear models ( #19616 )
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Co-authored-by: Alexandre Gramfort <alexandre.gramfort@m4x.org>
Co-authored-by: Christian Lorentzen <lorentzen.ch@gmail.com>
2021-06-12 14:44:14 +02:00
1cd282d600
DOC add n_features_in_ in the documentation ( #20236 )
2021-06-09 16:58:03 +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
d22fe3e922
CI Lowers precision for doctest in LinearRegression ( #19988 )
2021-04-26 16:39:03 +02:00
684b7d1955
FIX detect near constant feature in StandardScaler and linear models ( #19788 )
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Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
2021-04-14 13:34:22 +02:00
9cfacf1540
DEP Deprecate 'normalize' in ridge models ( #17772 )
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Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Alexandre Gramfort <alexandre.gramfort@m4x.org>
2021-04-06 21:33:28 +02:00
1045d16ec1
PERF don't compute variance when normalize is False in linear models ( #19606 )
2021-03-03 18:43:17 +01:00
c748e465c7
FIX Don't scale near-constant features to large values ( #19527 )
2021-02-25 10:21:52 +01:00
dbd68b2846
MRG fix Normalize for linear models when used with sample_weight ( #19426 )
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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: Olivier Grisel <olivier.grisel@ensta.org>
2021-02-22 11:48:54 +01:00
306826f7b6
MRG Deprecates 'normalize' in LinearRegression (_base.py) ( #17743 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
Co-authored-by: Nicolas Hug <contact@nicolas-hug.com>
Co-authored-by: Alexandre Gramfort <alexandre.gramfort@m4x.org>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
2021-01-22 14:57:23 +01:00
9f86a25a38
DOC Normalization of linear_model decision_function ( #19142 )
2021-01-13 07:18:06 +00:00
2d95acfe95
ENH/DOC Add additional validation for user-supplied gram matrixes ( #19004 )
2021-01-05 10:44:52 +01:00
5946f8bfed
ENH Adds n_features_in_ checks to linear and svm modules ( #18578 )
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Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Olivier Grisel <olivier.grisel@gmail.com>
2021-01-02 22:42:08 +01:00
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
Guillaume Lemaitre