d4aad64b1e
MNT Update to black 22.3.0 to resolve click error ( #22983 )
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* MNT Update to black 22.3.0 to resolve click error
* STY Update for new black version
2022-03-29 12:04:41 +02:00
8fb8b444ce
TST Replace pytest.warns(None) in utils/tests/test_utils.py ( #22961 )
2022-03-27 13:47:13 +02:00
c6395d20e0
MNT Clean deprecation of dtype='numeric' + array of strings in check_array for 1.1 ( #22589 )
2022-03-22 14:50:11 -04:00
ac4cc3c64e
DOC make min_max_axis pass numpydoc ( #22839 )
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Co-authored-by: Jérémie du Boisberranger <34657725+jeremiedbb@users.noreply.github.com>
2022-03-22 02:07:51 +01:00
bb5ab53f94
API Config: change default display to "diagram" ( #22856 )
2022-03-21 15:43:07 +01:00
ee5a1b69d1
DOC, MNT Typos found by codespell ( #22906 )
2022-03-20 19:16:39 +01:00
7116165f49
ENH Adds better error message for GitHub in html repr ( #22902 )
2022-03-20 09:03:24 +11:00
99262c06c0
MNT remove sparse_lsqr from utils.fixes ( #22894 )
2022-03-18 21:14:07 +01:00
0b2f4ead15
MAINT Create a private extension for sorting utilities ( #22760 )
2022-03-17 18:48:03 -04:00
b9bd2d524d
API Deprecate if_delegate_has_method ( #22830 )
2022-03-17 13:16:53 -04:00
613773db11
TST Add minimal setup to be able to run test suite on float32 ( #22690 )
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Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Jérémie du Boisberranger <jeremiedbb@users.noreply.github.com>
2022-03-17 14:25:17 +01:00
6511ef046f
FIX Fixes visualization for nested meta-estimators ( #21310 )
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Co-authored-by: Jérémie du Boisberranger <34657725+jeremiedbb@users.noreply.github.com>
2022-03-14 18:22:59 +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
f9d74236e2
fix docstring of dict_learning.sparse_encode and multiclass.check_classification_targets #21350 #pariswimlds ( #22793 )
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* fix docstring
* fixed linting in multiclass
* fixed linting in dict learning
* fixed linting in dict learning
* fixed linting in dict learning
* fixed linting in dict learning
* fixed linting in dict learning
Co-authored-by: Sakina <s.ouisrani@sesamm.com>
2022-03-12 18:41:19 +01:00
34dd69bc15
DOC Ensures that check_random_state passes numpydoc validation ( #22787 )
2022-03-12 17:27:57 +01:00
ff1c6f3a92
FIX Remove validation from __init__ and set_params for ColumnTransformer ( #22537 )
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Co-authored-by: iofall <50991099+iofall@users.noreply.github.com>
Co-authored-by: arisayosh <15692997+arisayosh@users.noreply.github.com>
2022-03-09 11:56:06 +01:00
ce7bb4c06b
CLN Removes unused fused type ( #22727 )
2022-03-08 11:27:38 +01:00
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
7a9677ee09
FIX Change error message of check_X_y when y is None ( #22578 )
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Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: claudio.arcidiacono <claudio.arcidiacono@ing.com>
Co-authored-by: Julien Jerphanion <git@jjerphan.xyz>
2022-03-07 11:01:19 -05:00
3605c140af
FIX Support extra class_weights in compute_class_weight ( #22595 )
2022-03-07 10:31:25 +01:00
269bdb9489
MAINT Bump versions to match oldest-supported-numpy ( #22674 )
2022-03-04 18:51:39 +01:00
33e4843e88
MNT remaining clean up for 1.1 ( #22643 )
2022-03-02 14:01:51 +01:00
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
a2edddaf67
MAINT pypy compat for sklearn.show_versions ( #22649 )
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Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
2022-03-02 10:10:22 +01:00
817f069599
FIX Avoid side effects importing pip/setuptool in show_version ( #22621 )
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Co-authored-by: Jérémie du Boisberranger <34657725+jeremiedbb@users.noreply.github.com>
2022-02-28 16:28:04 -05:00
f1d3417b08
MNT Drops Python 3.7 in CI, wheel building, and docs ( #22617 )
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* MNT Drops Python 3.7
* MNT Bump NumPy and SciPy
* FIX Fix build
* FIX Bump versions improved
* DOC Fixes numpy version [pypy]
* BLD [pypy] [icc-build]
* Update docs
* MAINT use scipy.optimize.LinearConstraint in test
* MAINT scipy 1.1.0 related code clean-up
* scipy>=1.3.2 in pyproject.toml's build deps
* [cd build]
* DOC Adds comment about pypy
* MAINT remove _astype_copy_false
* FIX Update check for python version in setup.py
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
2022-02-28 18:23:02 +01:00
26d218cfeb
DOC Ensures that get_chunk_n_rows passes numpydoc validation ( #22539 )
2022-02-18 15:25:55 -05:00
8abc6d890e
DOC Ensure that tosequence passes numpydoc validation ( #22494 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2022-02-17 17:17:28 +01:00
6a16763c00
ENH Introduce `PairwiseDistancesReduction` and `PairwiseDistancesArgKmin` (feature branch) ( #22134 )
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* MAINT Introduce Pairwise Distances Reductions private submodule (#22064 )
* MAINT Introduce FastEuclideanPairwiseArgKmin (#22065 )
* fixup! Merge branch 'main' into pairwise-distances-argkmin
Remove duplicated Bunch
* MAINT Plug `PairwiseDistancesArgKmin` as a back-end (#22288 )
* Forward pairwise_dist_chunk_size in the configuration
* Flip finalized results for PairwiseDistancesArgKmin
The previous would have made the code more complex
by introducing some boilerplate for the interface plugs.
Having it this way actually simplifies the code.
This also removes the haversine branch for
test_pairwise_distances_argkmin
* Plug PairwiseDistancesArgKmin as a back-end
* Adapt test accordingly
* Add whats_new entry
* Change input validation order for kneighbors
* Remove duplicated test_neighbors_distance_metric_deprecation
* Adapt the documentation
* Add mahalanobis case to test fixtures
* Correct whats_new entry
* CLN Remove unneeded private metric attribute
This was needed when 'fast_sqeuclidean' and 'fast_euclidean'
were present to choose the best implementation based on the user
specification.
Those metric have been removed since then, making this attribute
useless.
* TST Assert FutureWarning instead of DeprecationWarning in
test_neighbors_metrics
* MAINT Add use_pairwise_dist_activate to scikit-learn config
* TST Add a test for the 'brute' backends' results' consistency
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
* fixup! MAINT Add use_pairwise_dist_activate to scikit-learn config
* fixup! fixup! MAINT Add use_pairwise_dist_activate to scikit-learn config
* TST Filter FutureWarning for WMinkowskiDistance
* MAINT pin numpydoc in arm for now (#22292 )
* fixup! TST Filter FutureWarning for WMinkowskiDistance
* Revert keywords arguments removal for the GEMM trick for 'euclidean'
* MAINT pin max numpydoc for now (#22286 )
* Add 'haversine' to CDIST_PAIRWISE_DISTANCES_REDUCTION_COMMON_METRICS
* fixup! Add 'haversine' to CDIST_PAIRWISE_DISTANCES_REDUCTION_COMMON_METRICS
* Apply suggestions from code review
* MAINT Document some config parameters for maintenance
Also rename one of them.
* FIX Support and test one of 'sqeuclidean' specification
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
* FIX Various typos fix and correct haversine
'haversine' is not supported by cdist.
* Directly use get_config
* CLN Apply comments from review
* Motivate swapped returned values
* TST Remove mahalanobis from test fixtures
* MNT Add comment regaduction functions' signatures
* TST Complete test for `pairwise_distance_{argmin,argmin_min}` (#22371 )
* DOC Add sub-pull requests to the whats_new entry
* DOC place comment inside functions
* DOC move up whatsnew entry
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: Christian Lorentzen <lorentzen.ch@gmail.com>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Jérémie du Boisberranger <jeremiedbb@users.noreply.github.com>
2022-02-17 10:37:22 +01:00
5d1571db5c
FIX Supports numpy strings and array-like in KMean.init ( #22154 )
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Co-authored-by: Jérémie du Boisberranger <34657725+jeremiedbb@users.noreply.github.com>
2022-02-15 17:35:40 +01:00
1fc86b6aac
MNT Update black to stable version ( #22474 )
2022-02-15 11:36:26 +01:00
648d18f16a
FIX skip tests when estimator has non_deterministic tag ( #22318 )
2022-02-14 23:17:03 -05:00
9712e80bbc
DOC Ensures that assert_all_finite passes numpydoc validation ( #22470 )
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Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2022-02-14 10:45:07 +01:00
e86644a324
API Lowercase estimator argument in check_estimator() ( #22188 )
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Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2022-02-14 10:40:51 +01:00
30c89280ce
MAINT Adjust tests for numpydoc 1.2 ( #22287 )
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Co-authored-by: Julien Jerphanion <git@jjerphan.xyz>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
2022-02-11 17:11:50 +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
5f75acdd12
MNT Bump joblib version dependency to 1.0.0 ( #22365 )
2022-02-09 13:47:18 +01:00
c0c504d105
FIX Only raise feature name warning with mixed types and strings ( #22410 )
2022-02-08 19:14:40 +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
9f96d42e39
ENH Replaced RandomState.rand with equivalent uniform ( #22327 )
2022-02-01 17:09:38 -05:00
254ea8c453
ENH Replaced RandomState with Generator compatible calls ( #22271 )
2022-01-28 15:49:34 -05:00
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
755d10a7fc
TST Adds object check for get_feature_names_out common test ( #22250 )
2022-01-27 15:41:40 +01:00
1e4ac040ee
ENH added consistency checks for args of check_scalar function ( #22027 )
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Co-authored-by: mlant <marie.lanternier@free.fr>
2022-01-25 12:04:18 -05:00
24106c2149
DOC Fix incorrect heading underline length in docstrings ( #22278 )
2022-01-24 09:58:33 -05:00
c131f7c96b
MNT Fixes Cython compile error on upstream ( #22143 )
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Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
2022-01-18 10:57:04 +01:00
ff90467e0e
DOC Edit check_estimator docstring ( #22190 )
2022-01-11 10:02:47 -08:00
1eb134e1c6
MNT move bunch to its own file ( #22084 )
2021-12-31 10:02:23 +01:00
Thomas J. Fan