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35 Commits

Author SHA1 Message Date
Meekail Zain bbdb2eff9b
FIX Fixed `self.n_components` typo in `kernal_pca` (#22812) 
Co-authored-by: David Gutmann <David.gutmann1024@gmail.com>
 2022-03-13 18:14:23 -04:00
Guillaume Lemaitre 229bd226ab
MNT remove _pairwise attribute (#21594) 2022-02-09 16:58:01 +01:00
MaggieChege 87c330d5ff
FIX check that parameters validation happen in fit for KernelPCA (#21567) 
Co-authored-by: ciku <maggie@hellotractor.com>
 2021-11-15 08:37:18 +01:00
Guillaume Lemaitre d5ce9c4966
DOC improve kernel PCA example (#19945) 
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Christos Aridas <chkoar@users.noreply.github.com>
Co-authored-by: Julien Jerphanion <git@jjerphan.xyz>
 2021-11-04 08:40:33 +01:00
Thomas J. Fan 87838c20cc
ENH Adds feature names out to decomposition module (#21334) 
* ENH Adds feature names out to decomposition module

* DOC Adds whats enw

* REV Removes module not in decomposition

* ENH Uses a mixin

* REV Better merge
 2021-10-27 13:08:37 +02:00
genvalen a41d029c78
DOC Ensures that KernelPCA passes numpydoc validation (#20820) 
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
 2021-08-31 16:18:24 +02:00
Thomas J. Fan 786c4e5e39
DOC Adds feature_names_in_ to docstrings (#20787) 2021-08-26 13:44:45 +02:00
genvalen 28ce1e3b0c
DOC Replace the phrase "where n_samples in the number" with "where n_samples is the number" (#20822) 2021-08-23 21:15:05 -04:00
Kei Ishikawa a486cde9e1
EHN Improve variable names in `KernelPCA` (#19908) 
Co-authored-by: Kei Ishikawa <k.stoneriv@gmail.com>
Co-authored-by: Julien Jerphanion <git@jjerphan.xyz>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
 2021-07-23 18:15:35 +02:00
Thomas J. Fan 3ae7c76153
STY Enables black with experimental_string_processing=true (#20412) 2021-06-29 09:47:04 +02:00
Thomas J. Fan 383b53fa91
FIX Uses code literals in deprecated to prevent linking (#20410) 
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
 2021-06-28 15:49:19 +02:00
Thomas J. Fan 82df48934e
MNT Applies black formatting to most of the code base (#18948) 2021-06-17 14:21:09 -04:00
Thomas J. Fan 9a13bdfaf1
MNT Adds black config and fixes formatting before black (#19031) 
Co-authored-by: Roman Yurchak <rth.yurchak@gmail.com>
Co-authored-by: Christian Lorentzen <lorentzen.ch@gmail.com>
 2021-06-12 17:14:09 +02:00
Guillaume Lemaitre 1cd282d600
DOC add n_features_in_ in the documentation (#20236) 2021-06-09 16:58:03 +02:00
Tom Dupré la Tour f6e6ad2d9e
MNT clean futurewarning for 1.0 | _deprecate_positional_args (#20002) 
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
Sylvain Marié bf0886bae0
[MRG after #12145] Add "Randomized SVD" solver option to KernelPCA for faster partial decompositions, like in PCA (#12069) 
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
Kei Ishikawa 0bd7cedaba
ENH Enrich docstring on `inverse_transform` of `KernelPCA` (#19910) 2021-04-20 23:21:54 +02:00
Kei Ishikawa 4946bfcd72
FIX fix a bug in KernelPCA.inverse_transform (#19732) 
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
 2021-04-20 23:12:33 +02:00
Guillaume Lemaitre 2218ec4622
MNT change 0.25 to 1.0 and 0.26 to 1.1 in deprecation messages (#19005) 
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
 2020-12-18 16:09:19 +00:00
Gaurav Desai da562b4fa5
MNT initialize weights when using ARPACK solver with a utility (#18302) 
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
Olivier Grisel 548a4524b4
MNT n_features_in_ consistency in decomposition (#18557) 
Co-authored-by: Nicolas Hug <contact@nicolas-hug.com>
 2020-10-08 09:47:24 -04:00
Thomas J. Fan 02fa8f1adb
ENH Deprecates _pairwise attribute and adds pairwise to estimator tags (#18143) 2020-10-07 21:53:36 +11:00
Guillaume Lemaitre 21569e719c
TST Common test preserve dtype (#18054) 
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
Frans Larsson 30f201f914
DOC Add None as valid option to random_state (#18234) 2020-08-22 17:30:45 +02:00
clmbst 46b7d8a76c
DOC Fix documentation of default values in decomposition module (#17739) 
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
Kendrick Cetina e4aab357e9
DOC improve attributes and parameters descriptions in KernelPCA (#17747) 
Co-authored-by: Beatriz San Miguel <beatriz.sanmiguelgonzalez@uk.fujitsu.com>
Co-authored-by: Loïc Estève <loic.esteve@ymail.com>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
Co-authored-by: Nicolas Hug <contact@nicolas-hug.com>
 2020-06-26 18:00:50 +02:00
HaoYin 923d8879e2
DOC Fix a typo in comment (#17037) 2020-04-25 14:08:10 -04:00
Adrin Jalali d6d624db5d
API make __init__ params in decomposition kwonly (#16722) 
* DOC make __init__ params in decomposition kwonly

* test fixes

* pep8
 2020-03-31 10:28:36 +02:00
Gui Miotto b9692a6bec
BUG Fixes kernel PCA raising "invalid value encountered in mul… (#16718) 2020-03-19 11:15:10 -04:00
Alex Henrie 438bb3a438
MNT Remove unused imports (#16665) 2020-03-11 10:01:51 +11:00
lrjball 535ef5516b
BUG Fix issue with KernelPCA.inverse_transform (#16655) 2020-03-10 10:52:47 +01:00
Nicolas Hug d205638475
MNT Introduction of n_features_in_ attr with _validate_data mtd (#16112) 2020-02-29 09:05:11 -05:00
Sarat Addepalli cd6e4d52d9 DOC improve random_state docstring from decomposition module (#11902) 
* [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
smarie 343214085a ENH KernelPCA raises error in case of numerical/conditioning issues (#12145) 2019-11-14 12:29:23 -05:00
Thomas J Fan 5756a9934b MNT Make modules private in decomposition (#15344) 2019-10-28 22:46:16 +08:00