2e213c6188
FIX Reduces memory usage of `PCA.transform` ( #22553 )
2022-03-02 13:47:29 -05:00
4a52eb6de9
DOC Use :doi: and :arxiv: directives for references ( #22603 )
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Co-authored-by: Chiara Marmo <cmarmo@users.noreply.github.com>
Co-authored-by: Jérémie du Boisberranger <34657725+jeremiedbb@users.noreply.github.com>
2022-03-02 15:15:44 +01:00
1fc86b6aac
MNT Update black to stable version ( #22474 )
2022-02-15 11:36:26 +01:00
78a63d71ab
ENH Add `randomized_svd` kwargs to `Decomposition` classes ( #21705 )
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Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
2022-01-28 09:40:11 -05:00
df2f0d01c1
ENH expose n_oversamples in PCA when using solver="randomized" ( #21109 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2021-11-09 11:50:22 +01:00
642127806a
DOC use backticks for n_samples and n_features in X docstring ( #20914 )
2021-09-02 13:35:03 +02:00
786c4e5e39
DOC Adds feature_names_in_ to docstrings ( #20787 )
2021-08-26 13:44:45 +02:00
ec758d8f96
DOC Clarify components_ attributes in PCA, IncrementalPCA and TruncatedSVD ( #20340 )
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Co-authored-by: Nic Annau <nannau@uvic.ca>
2021-07-23 09:52:16 +02:00
3ae7c76153
STY Enables black with experimental_string_processing=true ( #20412 )
2021-06-29 09:47:04 +02:00
3e307c86d7
DOC adding parameters and returned values descriptions in PCA ( #20392 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2021-06-28 10:32:52 +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
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
a870f4399d
DOC clarify variance estimation in PCA implementation ( #19378 )
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Co-authored-by: Christian Lorentzen <lorentzen.ch@gmail.com>
2021-02-09 16:49:32 +01:00
ca7fc5dd4f
DOC Add URL to reference of Minka paper used in PCA ( #19207 )
2021-01-26 15:24:55 +01:00
d6435b7f06
DOC Clarifies docstrings in decomposition ( #19161 )
2021-01-13 10:02:12 +01:00
da562b4fa5
MNT initialize weights when using ARPACK solver with a utility ( #18302 )
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Co-authored-by: Ivan PANICO <ivpanico@gmail.com>
Co-authored-by: Ivan Panico <iv.panico@gmail.com>
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2020-11-27 18:25:35 +01:00
548a4524b4
MNT n_features_in_ consistency in decomposition ( #18557 )
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Co-authored-by: Nicolas Hug <contact@nicolas-hug.com>
2020-10-08 09:47:24 -04:00
21569e719c
TST Common test preserve dtype ( #18054 )
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Co-authored-by: Sebastian Kießling <sebkies@gmail.com>
Co-authored-by: Roman Yurchak <rth.yurchak@gmail.com>
2020-09-08 10:13:53 +02:00
30f201f914
DOC Add None as valid option to random_state ( #18234 )
2020-08-22 17:30:45 +02:00
46b7d8a76c
DOC Fix documentation of default values in decomposition module ( #17739 )
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Co-authored-by: Jérémie du Boisberranger <34657725+jeremiedbb@users.noreply.github.com>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2020-08-21 22:42:44 +02:00
d5ae541a09
DOC fix formatting docstrings in pca module ( #18182 )
2020-08-18 14:28:10 +02:00
b3dca3d025
DOC update PCA random_state description ( #17293 )
2020-05-20 12:59:31 -04:00
226e5c478d
MNT Use Vt instead of V as returned by svd() ( #17100 )
2020-05-05 19:52:07 +02:00
c531bd0d86
API Adds missing keyword only argument to PCA ( #16975 )
2020-04-21 16:21:48 +02:00
a655de515e
[MRG] MNT Fixes for PCA with n_components='mle' ( #16841 )
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* Fixed off by one in MLE and better handling of small eigenvalues
* light update tests
* pep8
* Added test + threhsold on small log
2020-04-07 22:12:40 +02:00
d6d624db5d
API make __init__ params in decomposition kwonly ( #16722 )
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* DOC make __init__ params in decomposition kwonly
* test fixes
* pep8
2020-03-31 10:28:36 +02:00
ea3181879c
FIX Adress decomposition.PCA mle option problem ( #16224 )
2020-03-04 16:26:50 +01:00
d205638475
MNT Introduction of n_features_in_ attr with _validate_data mtd ( #16112 )
2020-02-29 09:05:11 -05:00
fd12d5684a
BUG take n_components strictly greater than fraction of explai… ( #15669 )
2020-01-22 13:49:45 -05:00
cd6e4d52d9
DOC improve random_state docstring from decomposition module ( #11902 )
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* [MRG] Fix random_state docstrings in decomposition module
* Add more details, and specify reproducibility
* [MRG] docs for random_state in decomposition module
Update the wording for reproducible results.
* [MRG] Update doc for optional parameter to match numpy doc style
* apply new style
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2020-01-08 18:53:01 +01:00
cf21cf0ae6
DOC Applying numpydoc validation to decomposition.PCA ( #15467 )
2019-11-04 01:19:53 +01:00
5756a9934b
MNT Make modules private in decomposition ( #15344 )
2019-10-28 22:46:16 +08:00
Meekail Zain