bf0ece817d
ENH add sample_weight to sparse coordinade descent ( #22808 )
2022-03-25 11:09:28 +01:00
1c094728a3
CLN clean _preprocess_data in linear_model ( #22762 )
2022-03-11 13:48:27 -05:00
58cfd486c4
DOC Standardizing the documentation for `alpha` in `Ridge` and `Lasso` ( #22684 )
...
Co-authored-by: Saif Ul Islam <saifulislam84210@gmail.com>
Co-authored-by: Jérémie du Boisberranger <34657725+jeremiedbb@users.noreply.github.com>
2022-03-07 10:38:43 +01:00
f1d3417b08
MNT Drops Python 3.7 in CI, wheel building, and docs ( #22617 )
...
* 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
34d39c7da6
MNT Add validation for parameter alphas in LassoCV ( #22305 )
...
Co-authored-by: Julien Jerphanion <git@jjerphan.xyz>
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
2022-02-26 11:22:11 -05:00
1fc86b6aac
MNT Update black to stable version ( #22474 )
2022-02-15 11:36:26 +01:00
5f75acdd12
MNT Bump joblib version dependency to 1.0.0 ( #22365 )
2022-02-09 13:47:18 +01:00
183b82a83a
DOC explicitely mention refitting strategy in EstimatorCV ( #21514 )
...
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2022-01-28 16:40:17 +01:00
d7fc1df9fb
MNT Add validation for parameters in `ElasticNet` ( #22240 )
...
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
2022-01-22 11:21:44 -05:00
ddbf5b37d4
ENH Check for nonfinite coordinate descent ( #22148 )
...
Co-authored-by: Norbert Preining <norbert@preining.info>
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: Christian Lorentzen <lorentzen.ch@gmail.com>
2022-01-20 14:26:39 +01:00
2314732a84
DOC Fix precompute parameter docstring in Lasso ( #21475 )
2021-10-28 16:09:06 +02:00
ef7a02845f
DOC Ensures that MultiTaskElasticNetCV passes numpydoc validation ( #21405 )
...
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2021-10-23 13:05:37 +02:00
c3f41ae198
DOC Ensures that MultiTaskLassoCV passes numpydoc validation ( #21256 )
...
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2021-10-21 11:25:55 +02:00
5187554a00
DOC Ensures that MultiTaskElasticNet passes numpydoc validation ( #21381 )
...
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2021-10-21 10:53:54 +02:00
8762133495
DOC ensures MultiTaskLasso passes numpydoc validation ( #21363 )
2021-10-20 16:55:29 +02:00
d1285a9232
DOC Adds missing imports into examples and test them ( #21186 )
2021-09-29 13:51:33 +02:00
b8986ebbf0
DOC Ensures that ElasticNetCV passes numpydoc validation ( #20844 )
2021-08-31 17:51:42 +02:00
786c4e5e39
DOC Adds feature_names_in_ to docstrings ( #20787 )
2021-08-26 13:44:45 +02:00
4f33e4de32
FIX raise error when enet_path and lasso_path receive unknown parameters ( #19391 )
...
* Resolves #10598
Updated the code, sorry for putting in lackluster pull requests. Will put in more attention to detail, something silly like putting in commands after the function ended was easy to prevent.
* Update coordinate_descent.py
* Update coordinate_descent.py
* Move params checking to top and fix test
* Flake8
* make sure to not pass normalize and fit_intercept as path params
* TST check the error message
* typo
* iter
* iter
Co-authored-by: Elliot Kang <kkang2097@gmail.com>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2021-08-05 09:20:10 +02:00
0380f79c1a
DOC Ensures that LassoCV passes numpydoc validation ( #20453 )
...
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2021-07-07 10:56:22 +02:00
67b656e05b
DOC Ensures that ElasticNet passes numpydoc validation ( #20454 )
...
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
Co-authored-by: Adrin Jalali <adrin.jalali@gmail.com>
2021-07-06 13:33:18 +02:00
3ae7c76153
STY Enables black with experimental_string_processing=true ( #20412 )
2021-06-29 09:47:04 +02:00
3a57efe45e
MRG: Deprecate 'normalize' in coordinate_descent ( #17785 )
...
Co-authored-by: Alexandre Gramfort <alexandre.gramfort@m4x.org>
2021-06-27 16:59:01 +02:00
23df3e2d55
DOC Ensures Lasso passes numpydoc validation ( #20409 )
2021-06-27 08:14:16 +02:00
0b1070c901
ENH Sample weights for ElasticNetCV ( #16449 )
...
Co-authored-by: Alexandre Gramfort <alexandre.gramfort@m4x.org>
Co-authored-by: Christian Lorentzen <lorentzen.ch@googlemail.com>
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
2021-06-26 13:02:23 +02:00
c1920a928c
DOC Mention multi-output y in _coordinate_descent.py ( #20021 )
...
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
2021-06-18 14:22:08 +02:00
82df48934e
MNT Applies black formatting to most of the code base ( #18948 )
2021-06-17 14:21:09 -04:00
1cd282d600
DOC add n_features_in_ in the documentation ( #20236 )
2021-06-09 16:58:03 +02:00
5ff8632201
MNT add path as a static abstract method to LinearModelCV ( #19970 )
2021-06-01 12:09:37 -07:00
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
0d7d46f3be
Fix typo in elastic net docstring. ( #19711 )
...
* Fix typo in elastic net docstring.
* Use norms more explicitly.
2021-03-18 18:42:47 +01:00
0c39dd32ea
DOC enet_path docstring: fix sub/superscript swap ( #19493 )
2021-02-19 10:39:49 +01:00
5403e9fdae
DOC Explicitly remove support for `precompute='auto'` for Lasso ( #19412 )
2021-02-09 16:52:26 +01:00
819c43cc7a
DOC correct behavior of precompute with sparse input ( #19348 )
2021-02-04 14:56:15 +01:00
9183486463
FIX correct Lasso.dual_gap_ to match the objective in its docstring ( #19172 )
2021-01-20 18:35:31 +01:00
2d95acfe95
ENH/DOC Add additional validation for user-supplied gram matrixes ( #19004 )
2021-01-05 10:44:52 +01:00
6b4f82433d
FIX ElasticNet.fit does not modify sample_weight in place ( #19055 )
2020-12-22 23:31:29 +01:00
f650d9420b
DOC Fix ref to MultiTaskElasticNetCV in MultiTaskElasticNet doc ( #18814 )
2020-11-11 17:55:29 -05:00
7e545e1724
DOC Fix versionadded for 0.23 ( #18522 )
2020-10-05 10:23:32 +11:00
06d6f8a9f6
FIX Passes global configuration when spawning joblib jobs ( #17634 )
...
* WIP
* BUG Passes context to joblib jobs
* BUG Fix
* BUG Fix
* CLN Moves delayed into fixes
* CLN Adds linter
* REV Revert diff
* DOC Adds comment for removal
* Use a simple implementation
2020-09-21 16:59:42 +02:00
647fcb1ac1
DOC Fix A to uppercase in See Also docstring section ( #18332 )
2020-09-04 10:35:01 -04:00
886fb97465
DOC sparse_coef_ documentation for MultiTaskElasticNet and MultiTaskLasso ( #17884 )
2020-07-16 13:57:13 -04:00
ce03e544a8
add dual_gap_ attribute ( #17882 )
2020-07-11 10:42:00 -04:00
7d5a54b329
FIX Raise error when l1_ratio is out-of-range in ElasticNet ( #17846 )
...
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: Nicolas Hug <contact@nicolas-hug.com>
Co-authored-by: Roman Yurchak <rth.yurchak@gmail.com>
2020-07-08 15:12:11 +02:00
3c6db87ce2
DOC Add missing attrributes in ElasticNet and etc ( #17740 )
...
Co-authored-by: BenjaminLiu <imbenliu@gmail.com>
Co-authored-by: Loïc Estève <loic.esteve@ymail.com>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2020-07-06 15:44:33 +02:00
28b1e00665
Fixed typo in docstring of enet_path in _coordinate_descent.py ( #17807 )
2020-07-04 11:20:58 +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
e770715c43
MNT Completes position arg deprecation ( #17272 )
...
* ENH Adds public functions with position args warning
* BUG Circlar import
* STY
* BUG Add keywords
* BUG Fixes warnings
* ENH Adds other public functions
* CLN Suggestion
* CLN Suggestion
* REV Revert pairwise
* ENH Positoinal args for compute_class_weight
2020-05-19 09:07:25 +02:00
2a5c22a6aa
Delegate choice of final model to sub class in LinearModelCV ( #17099 )
...
* init
* flake8 error by vscode autoformatting
* remove returns
* get_model > get_estimator
* cosmit Tom + autoformat on save error again
2020-05-06 19:29:31 +02:00
04d2e3290f
Speedup MultiTaskLasso ( #17021 )
2020-05-02 10:11:07 +02:00
Christian Lorentzen