78249441d8
DOC improve the documentation of Perceptron ( #27789 )
2023-11-20 14:57:08 +01:00
fa84c90d2f
DOC Add dropdowns to module 1.1 Linear Models ( #26623 )
2023-10-11 17:02:53 +02:00
5e9302b1cc
DOC Add info about influence of sample_weights to User Guide, LogisticRegression ( #27534 )
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Co-authored-by: Christian Lorentzen <lorentzen.ch@gmail.com>
2023-10-06 16:17:50 +00:00
9faa522753
DOC Fixed some typos ( #27410 )
2023-09-19 12:35:02 +02:00
7e39e2ee0f
DOC fix minor mistakes in GLM user guide ( #27390 )
2023-09-19 11:27:58 +02:00
ce41907ce0
DOC Error in the notation of the regularization penalties for multinomial logistic regression in the docs ( #26517 )
2023-08-23 16:25:40 +00:00
dc9d0eb581
DOC backticks around X and y in linear_model.rst ( #26929 )
2023-07-30 12:37:46 +02:00
507095b265
DOC Specify primal/dual formulation in LogisticRegression ( #26294 )
2023-07-25 15:13:04 +02:00
5d145bf760
DOC fixes intersphinx warnings ( #26779 )
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Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
2023-07-10 20:25:35 +00:00
2fd022d972
MAINT Fix typos found by codespell ( #26448 )
2023-05-31 10:19:21 +02:00
8fc372f8bc
DOC use https links when possible ( #25049 )
2022-11-28 10:24:43 +01:00
5599dcd470
Fixes broken link for minka- logreg ( #25039 )
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Co-authored-by: Loïc Estève <loic.esteve@ymail.com>
2022-11-25 12:03:50 +01:00
ec2993b6eb
DOC update user guide for solvers of LogisticRegression ( #24825 )
2022-11-03 18:06:09 +01:00
0fafb8efeb
DOC Add Bernoulli, Categorical Distribution to Generalized Linear Models (GLM), add note to `Logistic Regression` on being a GLM ( #24738 )
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* Update doc/modules/linear_model.rst
* Update doc/modules/linear_model.rst
Co-authored-by: Arturo Amor <86408019+ArturoAmorQ@users.noreply.github.com>
* Rename to
* Rename Generalized Linear Regression to Generalized Linear Models
* Added Deviance for Bernoulli and Binomial Distributions
* Added graphs of PMFs of Binomial and Bernoulli Distributions
* Update doc/modules/linear_model.rst
* Update doc/modules/linear_model.rst
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
* Update doc/modules/linear_model.rst
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
* Update doc/modules/linear_model.rst
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
* Update doc/modules/linear_model.rst
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
* Add old reference identifier for Generalized_Linear_Regression
* Fix formatting of link to statsmodels package
* Removed mention of Binomial Distribution, Added information for Categorical Distribution
* Update doc/modules/linear_model.rst
Co-authored-by: Arturo Amor <86408019+ArturoAmorQ@users.noreply.github.com>
* Update doc/modules/linear_model.rst
* Update doc/modules/linear_model.rst
* Update doc/modules/linear_model.rst
* Update doc/modules/linear_model.rst
* Update doc/modules/linear_model.rst
Co-authored-by: Arturo Amor <86408019+ArturoAmorQ@users.noreply.github.com>
* Update doc/modules/linear_model.rst
Co-authored-by: Christian Lorentzen <lorentzen.ch@gmail.com>
* Update doc/modules/linear_model.rst
* Update doc/modules/linear_model.rst
Co-authored-by: Arturo Amor <86408019+ArturoAmorQ@users.noreply.github.com>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Christian Lorentzen <lorentzen.ch@gmail.com>
2022-11-03 18:04:06 +01:00
bb080aa690
ENH add newton-cholesky solver to LogisticRegression ( #24767 )
2022-11-03 14:37:11 +01:00
b4ffba9e22
DOC fix broken citeseer links ( #24800 )
2022-11-02 22:37:28 +01:00
55b55afb2b
DOC fix deprecated log loss argument in user guide ( #24753 )
2022-10-25 10:54:02 -04:00
e41753ebd5
MAINT Clean deprecation for 1.2: normalize in linear models ( #24391 )
2022-10-12 14:06:47 +02:00
ad34a372e4
DOC: Added auto solver table under Ridge Regression in Linear Models ( #23297 )
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Co-authored-by: recovery1 <recovery1@Leeks>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Meekail Zain <34613774+Micky774@users.noreply.github.com>
2022-09-21 10:33:07 +02:00
e88cf7cf65
DOC fix link "Comparison of model selection for regression" ( #23736 )
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Co-authored-by: Loïc Estève <loic.esteve@ymail.com>
2022-06-23 13:41:18 +02:00
30d87006b8
DOF fix robust regression example link ( #23660 )
2022-06-21 10:03:01 +02:00
c8e055929f
DOC Improve the mathematical description of Logistic Regression ( #22382 )
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Co-authored-by: Christian Lorentzen <lorentzen.ch@gmail.com>
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: ArturoAmorQ <arturo.amor-quiroz@polytechnique.edu>
Co-authored-by: Loïc Estève <loic.esteve@ymail.com>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2022-06-09 14:05:10 +02:00
b2d4ec0e5e
DOC Fix grammar in linear_model.rst ( #23456 )
2022-05-25 09:40:39 +02:00
87de9d0b86
DOC Fix pinball loss fomula in linear_model.rst ( #23445 )
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A minus sign got lost there.
2022-05-23 23:42:28 +02:00
d71bfe1df5
DOC Rework plot_ard.py example ( #22747 )
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Co-authored-by: Julien Jerphanion <git@jjerphan.xyz>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2022-04-21 12:17:53 +02:00
75a94f518f
ENH migrate GLMs / TweedieRegressor to linear loss ( #22548 )
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Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
2022-03-28 19:20:01 -04:00
77bc7f921c
DOC Fix expired links to some references ( #22373 )
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Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: hmasdev <hmasdev@gmail.com>
2022-02-05 10:58:30 -05:00
4f6a28f2eb
FIX/API Fix AIC/BIC in LassoLarsIC and introduce noise_variance ( #21481 )
2021-11-23 21:32:26 +01:00
337e0d234b
DOC Use :doi: and :arxiv: directives for references ( #21099 )
2021-10-20 13:53:25 -04:00
0b45ac56f1
FIX adjust inliner criteria in RANSACRegressor ( #19499 )
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Co-authored-by: Gregory Strubel <greg@Air-de-Ali.local>
Co-authored-by: Julien Jerphanion <git@jjerphan.xyz>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2021-07-30 15:28:12 +02:00
4797222cc4
DOC fix typos in the user guide linear model documentation ( #19554 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2021-07-29 18:08:45 +02:00
8a63ec40e4
MRG: Deprecate normalize in least_angle models ( #17769 )
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Co-authored-by: Alexandre Gramfort <alexandre.gramfort@m4x.org>
2021-06-18 13:54:46 +02:00
7c873713df
DOC change figure in user guide of quantile regression
2021-05-26 17:45:01 +02:00
c1cc67dd06
FEA Add QuantileRegressor estimator ( #9978 )
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Co-authored-by: David Dale <ddale@yandex-team.ru>
Co-authored-by: Christian Lorentzen <lorentzen.ch@gmail.com>
2021-05-25 14:02:37 +02:00
3a1b4b864d
DOC remove duplicated line of code in linear_model.rst ( #19292 )
2021-01-28 16:00:39 +01:00
7386948d38
DOC typo in linear_model.rst ( #18770 )
2020-11-06 08:12:02 +00:00
ae7667ce22
DOC mention LOOCV instead of GCV in RidgeCV ( #18154 )
2020-08-18 11:32:21 +02:00
075d424568
FEA Add Nonnegative LinearRegression ( #17578 )
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Co-authored-by: Nicolas Hug <contact@nicolas-hug.com>
Co-authored-by: Joseph Knox <jknox13@uw.edu>
Co-authored-by: Joseph Knox <joseph.edward.knox@gmail.com>
2020-08-06 08:30:24 -04:00
753da1de06
DOC Minor fixes ( #17325 )
2020-05-28 10:52:54 -04:00
e9340e3f4b
[MRG] DOC Add example about interpretation of coefficients of linear models ( #15706 )
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Co-authored-by: Nicolas Hug <contact@nicolas-hug.com>
Co-authored-by: Gael Varoquaux <gael.varoquaux@normalesup.org>
Co-authored-by: Joel Nothman <joel.nothman@gmail.com>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2020-03-11 09:59:23 +11:00
69ea066412
ENH Minimal Generalized linear models implementation (L2 + lbfgs) ( #14300 )
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Co-authored-by: Christian Lorentzen <lorentzen.ch@googlemail.com>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Nicolas Hug <contact@nicolas-hug.com>
2020-03-04 14:08:24 +01:00
def33e7885
DOC Fix some new sphinx warnings. ( #15437 )
2019-11-02 07:30:14 -05:00
3b374cc64a
[MRG] DOC for RidgeClassifier ( #15164 )
2019-10-30 15:36:23 +01:00
6a8b3d4c4b
DOC reorganize API Ref of linear models ( #15115 )
2019-10-08 16:57:43 +02:00
f24a501e06
DOC Fix "Duplicate labels" & "Duplicate .. target" sphinx warn ( #14931 )
2019-09-11 13:51:58 +02:00
14f5302b70
DOC Link items explictly ( #14817 )
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* DOC Link items explictly
* STY
* DOC Link another
2019-09-05 11:37:05 +02:00
7fa78cf169
DOC Adding p-value discussion to linear model docs ( #14767 )
2019-08-26 22:23:04 +03:00
62d11120c4
DOC make more obvious that logistic regression is regularized by default ( #14093 )
2019-06-24 15:58:28 +02:00
2e7e06b78f
[MRG] Doctest with print change only adjusts default options for doctest ( #13991 )
2019-06-01 10:53:45 +02:00
8f378ca684
DOC Fix bracket typo in linear_model.rst ( #13932 )
2019-05-23 23:04:14 +03:00
Guillaume Lemaitre