c08afded99
MAINT remove deprecated base_estimator and base_estimator_ ( #27826 )
2023-11-24 13:27:02 -05:00
458c55827a
ENH improve visual HTML estimator representation ( #26616 )
...
Co-authored-by: ines.ibnukhsein <ines.ibnukhsein@dataiku.com>
Co-authored-by: Gael Varoquaux <gael.varoquaux@normalesup.org>
Co-authored-by: Ines <ines-99@ukr.net>
Co-authored-by: Lilian <lilian@boulard.fr>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Loïc Estève <loic.esteve@ymail.com>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
Co-authored-by: Tim Head <betatim@gmail.com>
2023-10-25 08:38:12 +02:00
b004f3ad26
ENH warn if {transform, predict} consume metadata but no custom fit_{transform, predict} is defined ( #26831 )
...
Co-authored-by: Omar Salman <omar.salman@arbisoft.com>
2023-07-14 17:46:19 +05:00
ba6896ec36
FIX clone to handle dict and GridSearchCV changing original params ( #26786 )
...
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
2023-07-13 16:16:29 -05:00
5d145bf760
DOC fixes intersphinx warnings ( #26779 )
...
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
2023-07-10 20:25:35 +00:00
42173fdb34
MNT add isort to ruff's rules ( #26649 )
2023-06-21 17:50:07 +02:00
4163b32ca9
ENH make fit_transform and fit_predict composite methods (SLEP6) ( #26506 )
...
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2023-06-21 13:49:24 +00:00
9c266cf5d6
MAINT Param validation: decorate all estimators with _fit_context ( #26473 )
2023-06-14 16:52:35 +02:00
62671a704f
FEAT SLEP006: metadata routing infrastructure ( #24027 )
...
Co-authored-by: Christian Lorentzen <lorentzen.ch@gmail.com>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Benjamin Bossan <BenjaminBossan@users.noreply.github.com>
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: Omar Salman <omar.salman@arbisoft.com>
2023-06-02 16:43:31 -04:00
12847675b3
ENH Generally avoid nested param validation ( #25815 )
...
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
2023-05-24 16:17:00 +00:00
948b49d8de
CLN Clean up logic in validate_data and cast_to_ndarray ( #26300 )
2023-05-04 13:34:16 +02:00
893d5accaf
MNT Update black to 23.3.0 ( #26110 )
2023-04-06 12:14:16 -04:00
610a0ce970
DOC unify usage of 'w.r.t.' ( #25683 )
2023-02-24 09:51:02 +01:00
677a4cfef6
ENH Preserve DataFrame dtypes in transform for feature selectors ( #25102 )
2023-02-19 19:25:29 +01:00
32ad4b7405
FIX Enable setting of sub-parameters for deprecated base_estimator param ( #25477 )
2023-02-09 12:22:20 +00:00
3f82f84059
ENH Introduces the __sklearn_clone__ protocol ( #24568 )
2023-01-19 17:40:16 +01:00
70c690ebdd
ENH Adds InconsistentVersionWarning when unpickling version doesn't match ( #25297 )
...
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2023-01-12 10:32:23 +01:00
35b5ee6577
ENH Raise NotFittedError in get_feature_names_out for estimators that use OnetoOneFeatureMixin ( #25294 )
2023-01-05 15:47:49 +01:00
f30d35befd
Revert "ENH added original version of pickled estimator in state dict" ( #25279 )
2023-01-03 10:33:15 -05:00
affaa62b1d
ENH added original version of pickled estimator in state dict ( #22094 )
...
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2022-12-28 18:52:46 +00:00
9017c70183
FIX fix pickling for empty object with Python 3.11+ ( #25188 )
...
Co-authored-by: Adrin Jalali <adrin.jalali@gmail.com>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
Python 3.11 introduces `__getstate__` on the `object` level, which breaks our existing `__getstate__` code for objects w/o any attributes. This fixes the issue.
2022-12-16 11:52:29 +00:00
1dc23d7a1a
ENH Makes OneToOneFeatureMixin and ClassNamePrefixFeaturesOutMixin public ( #24688 )
...
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2022-10-18 23:20:17 +02:00
d4306ba9aa
DOC Improve docstring around set_output ( #24672 )
...
* DOC Improve docstring around set_output
* DOC Improve docs around set_output
* DOC Address comments
* DOC Better grammar
* DOC Improve wording
* DOC Improves docstring in set_config
2022-10-18 16:38:50 -04:00
04d0e4a388
MAINT Clean deprecation for 1.2: feature names exact match ( #24660 )
2022-10-14 15:59:59 +02:00
2a6703d9e8
ENH Introduces set_output API for pandas output ( #23734 )
...
* Introduces set_output API for all transformers
* TransformerMixin inherits from _SetOutputMixin
* Adds tests
* Adds whatsnew
* Adds example on using set_output API
* Adds developer docs for set_output
2022-10-13 00:19:12 +02:00
626b4608d4
FIX Allow `BaseEstimator.get_params` to handle `type` type params ( #24017 )
...
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
2022-07-29 11:11:32 +02:00
c63e38add5
MNT Move base._pprint into model_selection._split ( #23883 )
2022-07-15 10:06:53 -07:00
bd196eb094
Update model persistence URL ( #23402 )
2022-05-18 17:28:08 +02:00
2b09fa0103
MAINT Common parameter validation ( #22722 )
...
* common parameter validation
* black
* cln
* wip
* wip
* rework
* renaming and cleaning
* lint
* re lint
* cln
* add tests
* lint
* make random_state constraint
* lint
* closed positional
* increase coverage + validate constraints
* exp typing
* trigger ci ?
* lint
* cln
* rev type hints
* cln
* interval closed kwarg only
* address comments
* address comments + more tests + cln + improve err msg
* lint
* cln
* cln
* address comments
* address comments
* lint
* adapt or skip new estimators
* lint
Co-authored-by: Adrin Jalali <adrin.jalali@gmail.com>
2022-05-16 13:55:01 +02:00
7190f2c91c
FIX trigger condition of one part of a warning from check_feature_names ( #23091 )
2022-04-09 23:17:32 +02:00
279388d9ed
DOC Improve get_feature_names_out docstrings ( #22718 )
...
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
2022-03-07 13:02:12 -05:00
229bd226ab
MNT remove _pairwise attribute ( #21594 )
2022-02-09 16:58:01 +01:00
d18018441b
DOC Ensures that sklearn.base.clone passes numpydoc validation ( #21557 )
...
* sklearn clone numpydoc validation fix
* adjusting docstring and reverting earlier unrelated change
* Update sklearn/base.py
Co-authored-by: Adrin Jalali <adrin.jalali@gmail.com>
* Update sklearn/base.py
Co-authored-by: Adrin Jalali <adrin.jalali@gmail.com>
Co-authored-by: Adrin Jalali <adrin.jalali@gmail.com>
2021-11-22 23:06:53 +01:00
74016abcdf
More informative error message when set_params has invalid values ( #21542 )
...
* More informative error message when set_params has invalid values
* Update changelog
* Typo [ci skip]
Co-authored-by: Jérémie du Boisberranger <34657725+jeremiedbb@users.noreply.github.com>
* Typo [ci skip]
Co-authored-by: Julien Jerphanion <git@jjerphan.xyz>
* Simpler, more efficient code
Co-authored-by: Jérémie du Boisberranger <34657725+jeremiedbb@users.noreply.github.com>
Co-authored-by: Julien Jerphanion <git@jjerphan.xyz>
2021-11-03 19:32:58 +01:00
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
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
a9bf7f38d7
FIX delete feature_names_in_ when refitting on a ndarray ( #21389 )
...
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
2021-10-23 12:30:05 +02:00
0b46d03951
DOC Ensures that SpectralBiclustering passes numpydoc validation ( #21393 )
2021-10-22 08:20:59 +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
416898b7f4
ENH Adds Column name consistency ( #18010 )
...
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
2021-08-17 14:48:21 +02:00
4de0c1604b
DOC BaseEstimator added url about problems to load from pickles ( #20434 )
2021-07-07 11:05:46 +02:00
2cc12c604a
DOC ensure IsolationForest passes numpydoc validation ( #20437 )
2021-07-06 10:59:25 +02:00
3ae7c76153
STY Enables black with experimental_string_processing=true ( #20412 )
2021-06-29 09:47:04 +02:00
3b309f23f0
DOC Ensures that ARDRegression passes numpydoc validation ( #20381 )
...
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2021-06-28 10:08:10 +02:00
23df3e2d55
DOC Ensures Lasso passes numpydoc validation ( #20409 )
2021-06-27 08:14:16 +02:00
82df48934e
MNT Applies black formatting to most of the code base ( #18948 )
2021-06-17 14:21:09 -04:00
536f3ccd75
MNT Allow to only validate y in _validate_data ( #20227 )
...
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
2021-06-15 17:14:19 +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
d996eaf088
ENH Adds _num_features for array-likes ( #19633 )
...
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Christian Lorentzen <lorentzen.ch@gmail.com>
2021-03-16 15:14:25 +01:00
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
Guillaume Lemaitre