2571cb2989
Improve validation messages with infinite data ( #21219 )
...
* Improve validation messages with infinite data
* Extend and fix validation tests
* Test and fix extended error message
* data_name => input_name
* Mention estimators that natively support missing values
* More informative error message
* cosmetic
* typo
* Fix broken tests
* Fix test_knn
* Add changelog entry
* Fix broken test for param search models
* Missing input names
* Allow Y and y in estimator checks
* Add missing input names
* Fix input_name for FunctionTransformer
* More missing input names
* Update test
* More test fixes on scores
* Simplify message to avoid to make generic fallback meaningful
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
* More informative estimator checks failure messages
* Make sure the estimator name is passed correctly in _validate_data
* Simplify calls to _validate_data
* Handle estimator name in private _check_y helper
* More specific error message
* Add estimator to check_X_params and check_y_params
* Add .. versionadded flags in public docstrings
* Update changelog
* Improve _validate_data's docstring
* Typo in doc/whats_new/v1.1.rst
* Make _check_estimator_name return None if estimator == None
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
* check_params dict updates with style
* Increase test coverage
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
2021-10-29 15:59:57 +02:00
6e2388f901
DOC Ensures that RobustScaler passes numpydoc validation ( #21155 )
2021-09-27 10:34:03 +02:00
f71c031314
DOC Typos found by codespell ( #21069 )
2021-09-17 19:04:54 +02:00
21fdba3bc9
DOC Ensures that QuantileTransformer passes numpydoc validation ( #21065 )
2021-09-16 14:00:34 +02:00
8023efe0c0
DOC Ensures that Normalizer passes numpydoc validation ( #21061 )
2021-09-16 10:01:03 +02:00
597df0ad17
DOC Ensures that PowerTransformer passes numpydoc validation ( #21015 )
...
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2021-09-13 17:46:52 +02:00
4abd9f2d9e
API Implements get_feature_names_out for transformers that support get_feature_names ( #18444 )
...
Co-authored-by: Andreas Mueller <andreas.mueller@columbia.edu>
Co-authored-by: Andreas Mueller <andreasmuellerml@gmail.com>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Olivier Grisel <olivier.grisel@gmail.com>
Co-authored-by: Christian Lorentzen <lorentzen.ch@gmail.com>
2021-09-07 10:56:57 +02:00
c90fae02c2
CLN some code cleansing in preprocessing ( #18686 )
2021-08-31 18:58:56 +02:00
786c4e5e39
DOC Adds feature_names_in_ to docstrings ( #20787 )
2021-08-26 13:44:45 +02:00
84c30ce432
DOC Ensures that KernelCenterer passes numpydoc validation ( #20698 )
2021-08-07 19:35:01 +02:00
238451d55e
FIX StandardScaler.inverse_transform raise error when the input is a 1d array ( #19752 )
...
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2021-07-23 20:44:52 +02:00
59658989d7
DOC Ensures MaxAbsScaler passes numpydoc validation ( #20455 )
2021-07-06 12:30:45 +02:00
c79bed337c
DOC Ensures that Binarizer passes numpydoc validation ( #20422 )
...
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
Co-authored-by: Adrin Jalali <adrin.jalali@gmail.com>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
2021-06-30 10:03:23 +02:00
3ae7c76153
STY Enables black with experimental_string_processing=true ( #20412 )
2021-06-29 09:47:04 +02:00
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
70056ef837
DOC Ensures that MinMaxScaler passes numpydoc validation ( #20391 )
2021-06-28 10:31:36 +02:00
6a562337f9
DOC Fixes numpydoc validation errors in StandardScalar ( #20368 )
2021-06-26 13:46:25 -04:00
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
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
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 )
...
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
6a562d31e4
ENH improve KernelCenterer documentation and tests ( #19901 )
...
Co-authored-by: Julien Jerphanion <git@jjerphan.xyz>
Co-authored-by: Sylvain Marié <sylvain.marie@schneider-electric.com>
2021-04-27 17:45:20 +02:00
684b7d1955
FIX detect near constant feature in StandardScaler and linear models ( #19788 )
...
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
2021-04-14 13:34:22 +02:00
df3f1bda42
FIX Adds check_array to inverse_transform of StandardScaler ( #19356 )
...
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
2021-03-23 09:14:41 -04:00
ca9618c0e2
MNT move PolynomialFeatures from _data.py to _polynomial.py ( #19611 )
...
Co-authored-by: Roman Yurchak <rth.yurchak@gmail.com>
2021-03-18 14:58:51 +01:00
c748e465c7
FIX Don't scale near-constant features to large values ( #19527 )
2021-02-25 10:21:52 +01:00
95fa18f278
TST Fixes docstring ordering and test_docstring_parameters ( #19048 )
2021-02-12 11:35:05 +01:00
8066086a85
MNT Consolidate _incremental_weighted_mean_and_var into _incremental_mean_and_var ( #19422 )
2021-02-10 16:37:14 +01:00
27f1c737f2
FEA Add SplineTransformer ( #18368 )
2021-01-24 10:53:27 +01:00
1e46db6693
DOC Update docs for StandardScaler.scale_ to include 0 variance ( #19124 )
...
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
2021-01-09 12:47:13 -05:00
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
5263eea04d
ENH add support for sample_weights in StandardScaler when X is sparse ( #18682 )
2020-10-28 09:34:17 +01:00
d933c20bef
ENH Checks n_features_in_ in preprocessing module ( #18577 )
...
Co-authored-by: Olivier Grisel <olivier.grisel@gmail.com>
Co-authored-by: Joel Nothman <joel.nothman@gmail.com>
Co-authored-by: Christian Lorentzen <lorentzen.ch@gmail.com>
Co-authored-by: Nicolas Hug <contact@nicolas-hug.com>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2020-10-21 18:11:44 +02:00
02fa8f1adb
ENH Deprecates _pairwise attribute and adds pairwise to estimator tags ( #18143 )
2020-10-07 21:53:36 +11:00
64697c665f
MRG Sample weight for StandardScaler ( #18510 )
2020-10-07 10:10:30 +02:00
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
647fcb1ac1
DOC Fix A to uppercase in See Also docstring section ( #18332 )
2020-09-04 10:35:01 -04:00
875d32fe55
DOC Fix versionadded/versionchanged for 0.24 ( #18312 )
2020-09-01 10:51:01 +02:00
39ad4245fd
DOC fix docstring in preprocessing module following doc guideline ( #18239 )
2020-08-23 09:53:19 +02:00
3017ea8c30
ENH Added parameter clip to MinMaxScaler ( #17833 )
2020-07-10 22:50:30 +02:00
00bc681e10
DOC shorten class links in docstring using tilde ( #17470 )
...
* added tilde to bunch of files
* Updated _kde.py
Changed array_like to array-like
* Updated _kde.py
Removed space
* updated _kde.py
Added full stop
* PEP8
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2020-06-16 10:44:13 +02:00
9fa140406a
DOC add warning note regarding data leakage by using quantile_transform ( #17581 )
2020-06-15 11:32:28 +02:00
f9966ba61c
DOC add warning note regarding data leakage by using scale and robust_scale ( #17558 )
2020-06-15 10:30:49 +02:00
ddb094a07e
DOC add warning to power transform on data leakage( #17535 )
...
Co-authored-by: Adrin Jalali <adrin.jalali@gmail.com>
2020-06-09 13:32:23 +02:00
728b413990
DOC added a warning to minmax_scale #dataumbrella ( #17507 )
2020-06-08 18:47:50 -04:00
715e240968
DOC added a warning to maxabs_scale to prevent data leakage ( #17487 )
...
* added a warning to maxabs_scale
* Update sklearn/preprocessing/_data.py
Co-authored-by: Nicolas Hug <contact@nicolas-hug.com>
Co-authored-by: Krum Arnaudov <krum.arnaudov@amplifyanalytix.com>
Co-authored-by: Nicolas Hug <contact@nicolas-hug.com>
2020-06-06 16:52:06 -04:00
863e58fcd5
ENH Add option to scale output to unit var in RobustScaler ( #17193 )
...
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2020-06-02 14:50:27 +02:00
ffd1873dca
DOC improve supporting types input and output in preprocessing module ( #16656 )
2020-05-27 15:17:15 +02:00
bb4b097fa9
DOC Fix typo in quantile_transformer ( #17343 )
2020-05-25 14:33:11 -04:00
Olivier Grisel