671178e5d9
TST replace pytest.warns(None) in preprocessing/test_common.py ( #22936 )
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Co-authored-by: Jérémie du Boisberranger <34657725+jeremiedbb@users.noreply.github.com>
2022-03-26 10:45:31 -04:00
f3f8967a3d
TST replace pytest.warns(None) in test_function_transformer.py ( #22937 )
2022-03-24 22:07:29 +01:00
14a4934eb5
TST removed pytest.warns(None) in test_data.py ( #22938 )
2022-03-24 22:05:10 +01:00
c3f81c1d48
FIX PowerTransformer Yeo-Johnson auto-tuning on significantly non-Gaussian data ( #20653 )
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Co-authored-by: Olivier Grisel <olivier.grisel@gmail.com>
2022-03-24 17:42:02 +01:00
51fddb7fdc
ENH Adds encoded_missing_value to OrdinalEncoder ( #21988 )
2022-03-23 13:26:34 +01:00
5cccdef437
DOC Ensures that preprocessing._data.power_transform passes numpydoc validation ( #22802 )
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Co-authored-by: Jérémie du Boisberranger <34657725+jeremiedbb@users.noreply.github.com>
2022-03-21 21:44:28 +01:00
3d4ee9e9dc
MNT Remove utf-8 encoding declarations ( #21260 )
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Co-authored-by: Jérémie du Boisberranger <34657725+jeremiedbb@users.noreply.github.com>
2022-03-14 17:59:36 +01:00
7f0006c8aa
ENH Adds infrequent categories to OneHotEncoder ( #16018 )
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* ENH Completely adds infrequent categories
* STY Linting
* STY Linting
* DOC Improves wording
* DOC Lint
* BUG Fixes
* CLN Address comments
* CLN Address comments
* DOC Uses math to description float min_frequency
* DOC Adds comment regarding drop
* BUG Fixes method name
* DOC Clearer docstring
* TST Adds more tests
* FIX Fixes mege
* CLN More pythonic
* CLN Address comments
* STY Flake8
* CLN Address comments
* DOC Fix
* MRG
* WIP
* ENH Address comments
* STY Fix
* ENH Use functiion call instead of property
* ENH Adds counts feature
* CLN Rename variables
* DOC More details
* CLN Remove unneeded line
* CLN Less lines is less complicated
* CLN Less diffs
* CLN Improves readiabilty
* BUG Fix
* CLN Address comments
* TST Fix
* CLN Address comments
* CLN Address comments
* CLN Move docstring to userguide
* DOC Better wrapping
* TST Adds test to handle_unknown='error'
* ENH Spelling error in docstring
* BUG Fixes counter with nan values
* BUG Removes unneeded test
* BUG Fixes issue
* ENH Sync with main
* DOC Correct settings
* DOC Adds docstring
* DOC Immprove user guide
* DOC Move to 1.0
* DOC Update docs
* TST Remove test
* DOC Update docstring
* STY Linting
* DOC Address comments
* ENH Neater code
* DOC Update explaination for auto
* Update sklearn/preprocessing/_encoders.py
Co-authored-by: Roman Yurchak <rth.yurchak@gmail.com>
* TST Uses docstring instead of comments
* TST Remove call to fit
* TST Spelling error
* ENH Adds support for drop + infrequent categories
* ENH Adds infrequent_if_exist option
* DOC Address comments for user guide
* DOC Address comments for whats_new
* DOC Update docstring based on comments
* CLN Update test with suggestions
* ENH Adds computed property infrequent_categories_
* DOC Adds where the infrequent column is located
* TST Adds more test for infrequent_categories_
* DOC Adds docstring for _compute_drop_idx
* CLN Moves _convert_to_infrequent_idx into its own method
* TST Increases test coverage
* TST Adds failing test
* CLN Careful consideration of dropped and inverse_transform
* STY Linting
* DOC Adds docstrinb about dropping infrequent
* DOC Uses only
* DOC Numpydoc
* TST Includes test for get_feature_names_out
* DOC Move whats new
* DOC Address docstring comments
* DOC Docstring changes
* TST Better comments
* TST Adds check for handle_unknown='ignore' for infrequent
* CLN Make _infrequent_indices private
* CLN Change min_frequency default to None
* DOC Adds comments
* ENH adds support for max_categories=1
* ENH Describe lexicon ordering for ties
* DOC Better docstring
* STY Fix
* CLN Error when explicity dropping an infrequent category
* STY Grammar
Co-authored-by: Joel Nothman <joel.nothman@gmail.com>
Co-authored-by: Roman Yurchak <rth.yurchak@gmail.com>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2022-03-14 15:48:18 +01:00
f6d37b85d5
Changing docstring for binzrize ( #22801 )
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Co-authored-by: Magali Morin <magali.morin@student-cs.fr>
2022-03-12 19:22:25 +01:00
6d36596c4d
fix docstrings on preprocessing._data.normalize ( #22795 )
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Co-authored-by: ducanne <71016393+ducannelync@users.noreply.github.com>
2022-03-12 17:38:24 +01:00
aec4eaa17b
DOC Fix docstring in quantile_transform function #21350 ( #22780 )
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* fix: docstring in quantile_transform function
* fix: docstring quantile transformer
Co-authored-by: Sakina <s.ouisrani@sesamm.com>
2022-03-12 16:52:14 +01:00
36c6c74e5f
FIX Fixes KBinsDiscretizer for encode=ordinal ( #22735 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2022-03-09 11:10:50 -08:00
279388d9ed
DOC Improve get_feature_names_out docstrings ( #22718 )
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Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
2022-03-07 13:02:12 -05:00
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
4d9e005811
FIX np.digitize fixes in calibration and discretization ( #22526 )
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Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: Andreas Mueller <andreas.mueller@columbia.edu>
Co-authored-by: Jérémie du Boisberranger <34657725+jeremiedbb@users.noreply.github.com>
2022-02-19 20:50:46 +01:00
0a01f90b92
DOC Adjusts OneHotEncoder docstring on multicollinearity ( #22507 )
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Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
2022-02-19 07:16:35 -05:00
dbcd4d5f39
FIX FunctionTransformer check_input fails for object type input ( #19916 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
2022-02-17 10:16:56 -05:00
1fc86b6aac
MNT Update black to stable version ( #22474 )
2022-02-15 11:36:26 +01:00
4ff0767087
ENH Better error message for check_scalar ( #22218 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2022-02-11 16:15:30 +01:00
229bd226ab
MNT remove _pairwise attribute ( #21594 )
2022-02-09 16:58:01 +01:00
d7feac0ccf
ENH Adds feature_names_out to preprocessing module ( #21079 )
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Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: 赵丰 (Zhao Feng) <616545598@qq.com>
Co-authored-by: Niket Jain <51831161+nikJ13@users.noreply.github.com>
Co-authored-by: Loïc Estève <loic.esteve@ymail.com>
2022-02-07 12:09:57 +01:00
9f85c9d449
TST Better info when checking for no warnings in tests ( #22362 )
2022-02-03 11:42:48 +01:00
de3373b9dc
DOC correct typo in StandardScaler documentation ( #21860 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2022-01-28 14:39:32 +01:00
5f0a69585b
Doc fix typos in sklearn.preprocessing._encoders ( #21910 )
2021-12-07 14:32:43 +01:00
d23d589587
ENH Add get_feature_names_out to FunctionTransformer ( #21569 )
2021-11-30 13:31:17 -05:00
231ca9e804
DOC Various documentation improvements ( #21764 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2021-11-26 11:11:43 +01:00
bacc91cf1d
MNT Make algorithm='auto' default to using 'full' instead of 'elkan' ( #21735 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2021-11-25 19:16:21 +01:00
60cf98bc89
FIX Ignore distutils warning in [scipy-dev] + fix numpy 1.22 support in OneHotEncoder ( #21517 )
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Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
2021-11-04 12:17:50 +01:00
48e5423d74
ENH add parameter subsample to KBinsDiscretizer ( #21445 )
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Co-authored-by: Felipe Bidu Rodrigues <felipe@felipevr.com>
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2021-11-04 10:20:57 +01:00
1f8825c8dd
MNT Centralize common cython compiler directives ( #21512 )
2021-11-03 13:26:23 +01:00
c241fe7e5e
FIX validate in `fit` for `LabelBinarizer` estimator ( #21434 )
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Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
2021-11-02 11:26:02 +01:00
2571cb2989
Improve validation messages with infinite data ( #21219 )
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* 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
dfdaa45f2c
DOC Ensures that MultiLabelBinarizer passes numpydoc validation ( #21315 )
2021-10-20 17:27:18 +02:00
fe9b706368
DOC fix hyperlinkg to MultiLabelBinarizer ( #21331 )
2021-10-20 17:26:27 +02:00
f3f04ed603
DOC Doc fix for one_hot_encoder ( #21074 )
2021-10-20 14:00:57 +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
cd87551a29
DOC Ensures that SplineTransformer passes numpydoc validation ( #21248 )
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* Remove SplineTransformer from DOCSTRING_IGNORE_LIST
* Fix numpydocs from SplineTransformer
2021-10-07 12:32:10 +02:00
5ea46a5fba
DOC Ensures that PolynomialFeatures passes numpydoc validation ( #21239 )
2021-10-05 12:01:19 +02:00
d1285a9232
DOC Adds missing imports into examples and test them ( #21186 )
2021-09-29 13:51:33 +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
129a5d7e86
DOC Ensures that OrdinalEncoder passes numpydoc validation ( #21030 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2021-09-14 12:08:58 +02:00
597df0ad17
DOC Ensures that PowerTransformer passes numpydoc validation ( #21015 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2021-09-13 17:46:52 +02:00
cfbaba1e61
DOC Ensures that KBinsDiscretizer passes numpydoc validation ( #21016 )
2021-09-13 10:55:21 +02:00
304a5e8e16
DOC Ensures that LabelBinarizer passes numpydoc validation ( #20990 )
2021-09-09 11:09:37 +02:00
ba58f3a693
BUG Fixes FunctionTransformer validation in inverse_transform ( #20961 )
2021-09-08 11:01:24 +02:00
4abd9f2d9e
API Implements get_feature_names_out for transformers that support get_feature_names ( #18444 )
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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
81362c2676
DOC Ensures that FunctionTransformer passes numpydoc validation ( #20939 )
2021-09-06 14:46:13 +02:00
Daniela Fernandes