51c8e0e19d
CLN replace authors with the standard line ( #29250 )
2024-06-17 17:57:02 +00:00
55ca335e42
CLN use new license notice line ( #29246 )
2024-06-13 15:51:09 +02:00
34db65a3ad
DOC use pydata-sphinx-theme for the website ( #29038 )
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Co-authored-by: Yao Xiao <108576690+Charlie-XIAO@users.noreply.github.com>
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: Guillaume Lemaitre <guillaume@probabl.ai>
2024-05-20 19:36:54 +02:00
311c6e2bef
ENH new svd_solver='covariance_eigh' for PCA ( #27491 )
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Co-authored-by: Christian Lorentzen <lorentzen.ch@gmail.com>
Co-authored-by: Tim Head <betatim@gmail.com>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2024-04-11 16:02:00 +02:00
c4c5463556
MNT upgrade black version ( #28802 )
2024-04-10 11:06:55 -04:00
792a514cb8
MAINT cleanup utils.__init__: move indexing tools into dedicated submodule ( #28546 )
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Co-authored-by: Guillaume Lemaitre <guillaume@probabl.ai>
2024-03-13 18:12:42 +00:00
f323eb48a8
MAINT cleanup utils.__init__: move safe_sqr and _approximate_mode into extmath ( #28481 )
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Co-authored-by: Loïc Estève <loic.esteve@ymail.com>
2024-02-21 12:17:20 +01:00
7f1d4d0506
ENH use check_finite=False when calling scipy.linalg functions in randomized_range_finder ( #27537 )
2024-02-09 23:43:32 +01:00
a33ade3dec
MAINT: Adjust the codebase to the new `np.array`'s `copy` keyword meaning ( #28323 )
2024-02-01 20:18:19 -05:00
55eb8900b4
DOC Add a docstring examples for utils functions ( #28181 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2024-01-22 11:21:08 +01:00
1170f21ec4
MAINT Remove deprecated kwargs support in density ( #27925 )
2023-12-11 11:16:12 +01:00
5c09163d77
FIX array_api support for non-integer n_components in PCA ( #27431 )
2023-11-15 11:45:35 -05:00
5cf61b21ec
ENH Add Array API compatibility to `Normalizer` ( #27558 )
2023-11-14 14:08:43 +01:00
3076f297cd
MNT replace log_logistic by logaddexp ( #27544 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2023-10-10 08:23:36 +00:00
286f0c9d17
DOC fixes references issues given by sphinx ( #27432 )
2023-10-03 20:25:29 +02:00
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
876c235d15
MAINT Parameters validation for sklearn.utils.extmath.randomized_svd ( #26690 )
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Co-authored-by: shreesha3112 <shreesha3112.com>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2023-06-29 11:18:17 +02:00
42173fdb34
MNT add isort to ruff's rules ( #26649 )
2023-06-21 17:50:07 +02:00
2fd022d972
MAINT Fix typos found by codespell ( #26448 )
2023-05-31 10:19:21 +02:00
41b0bd82ff
MAINT Use `scipy.sparse.isspmatrix_*` ( #26420 )
2023-05-30 13:46:32 -04:00
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
893d5accaf
MNT Update black to 23.3.0 ( #26110 )
2023-04-06 12:14:16 -04:00
dedc587f84
ENH add np.nan option for zero_division in precision/recall/f-score ( #25531 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2023-03-21 11:16:01 +01:00
86080bbd5f
ENH cartesian accepts mixed dtypes arrays ( #25067 )
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Co-authored-by: Christian Lorentzen <lorentzen.ch@gmail.com>
2022-11-29 17:02:41 +01:00
96f0a01343
MAINT Clean deprecation for 1.2: default random_state in randomized_svd ( #24661 )
2022-10-14 15:15:50 +02:00
9a697e4647
DOC Ensures that sklearn.utils.extmath.fast_logdet passes numpydoc validation ( #24605 )
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Co-authored-by: jeremie du boisberranger <jeremiedbb@yahoo.fr>
2022-10-14 14:23:43 +02:00
aa7fd7ad0f
DOC Ensures that `sklearn.utils.extmath.randomized_svd` passes numpydoc validation ( #24607 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2022-10-13 23:31:36 +02:00
97057d329d
DOC Ensures that svd_flip passes numpydoc validation ( #24581 )
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Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
2022-10-11 10:41:58 -04:00
c674e589f9
DOC Ensures that sklearn.utils.extmath.weighted_mode passes numpydoc validation ( #24571 )
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Co-authored-by: jeremie du boisberranger <jeremiedbb@yahoo.fr>
2022-10-07 13:05:54 +02:00
5d8a199462
API Deprecate the extra keyword arguments of utils.extmath.density ( #24523 )
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Co-authored-by: Meekail Zain <34613774+Micky774@users.noreply.github.com>
Co-authored-by: Jérémie du Boisberranger <34657725+jeremiedbb@users.noreply.github.com>
2022-10-07 10:24:34 +02:00
fa4643407c
DOC Ensures that utils.extmath.density passes numpydoc validation ( #24516 )
2022-09-26 23:51:56 +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
c5e34473cd
DOC Ensures that `squared_norm` passes numpydoc validation ( #24360 )
2022-09-05 14:31:41 +02:00
45756377c7
DOC ensure sklearn/utils/extmath/stable_cumsum passes numpydoc ( #24348 )
2022-09-04 09:55:01 +02:00
ac84b2f7d7
Revert change in sklearn.extmath.util and fix randomized_svd benchmark ( #23421 )
2022-05-20 11:01:38 -04:00
6ab4ebd122
FIX Update randomized SVD benchmark ( #23373 )
2022-05-19 10:25:25 +02:00
0c618b2910
ENH Add lapack driver argument to randomized svd function ( #20617 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2022-05-17 12:26:35 +02:00
34f9dbf541
MNT Clean fixes and compat for old versions of our dependencies ( #22642 )
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Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
2022-03-02 11:32:06 +01:00
1fc86b6aac
MNT Update black to stable version ( #22474 )
2022-02-15 11:36:26 +01:00
cd892f9688
DOC use the arxiv directive in the docstrings ( #21418 )
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Co-authored-by: aufarkari <aufar.di.sini@gmail.com>
Co-authored-by: Chiara Marmo <cmarmo@users.noreply.github.com>
Co-authored-by: Julien Jerphanion <git@jjerphan.xyz>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2022-01-28 17:55:55 +01:00
6447ec5964
DOC Ensures randomized_range_finder passes numpydoc validation ( #22069 )
2021-12-24 08:01:26 -05:00
8cfbc38ab8
DOC Ensures that extmath.cartesian passes numpydoc validation ( #21513 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2021-11-02 12:02:58 +01:00
d1285a9232
DOC Adds missing imports into examples and test them ( #21186 )
2021-09-29 13:51:33 +02:00
f71c031314
DOC Typos found by codespell ( #21069 )
2021-09-17 19:04:54 +02:00
f812e2a276
ENH Improves memory usage for standard scalar ( #20652 )
2021-08-05 18:32:16 +02:00
351ace7935
STY Uses black's with target_version >= 3.7 ( #20294 )
2021-06-17 15:50:27 -04:00
82df48934e
MNT Applies black formatting to most of the code base ( #18948 )
2021-06-17 14:21:09 -04:00
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
bf0886bae0
[MRG after #12145 ] Add "Randomized SVD" solver option to KernelPCA for faster partial decompositions, like in PCA ( #12069 )
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Co-authored-by: Sylvain MARIE <sylvain.marie@se.com>
Co-authored-by: Thomas J Fan <thomasjpfan@gmail.com>
Co-authored-by: Nicolas Hug <contact@nicolas-hug.com>
Co-authored-by: Joel Nothman <joel.nothman@gmail.com>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Olivier Grisel <olivier.grisel@gmail.com>
Co-authored-by: Tom Dupré la Tour <tom.dupre-la-tour@m4x.org>
2021-04-27 16:06:10 +02:00
Adrin Jalali