329a1cf4bd
ENH Add zero_division param to `cohen_kappa_score` ( #29210 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
Co-authored-by: Adrin Jalali <adrin.jalali@gmail.com>
2024-06-18 09:09:41 +00:00
5ced13cd6e
ENH Add Array API compatibility for `entropy` ( #29141 )
2024-06-14 07:29:18 +00:00
a1027b5bb0
ENH Add Array API compatibility for `additive_chi2_kernel` ( #29144 )
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Co-authored-by: Tim Head <betatim@gmail.com>
2024-06-13 18:02:12 +02:00
f10c171071
array API support for mean_gamma_deviance ( #29239 )
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Co-authored-by: Tim Head <betatim@gmail.com>
2024-06-13 14:46:06 +00:00
bd8f5bdc9d
ENH Add array_api compatibility to `max_error` ( #29212 )
2024-06-13 15:12:09 +02:00
5bc86b885c
ENH Test Array API compatibility for `paired_cosine_distances` ( #29112 )
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Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
2024-06-07 11:18:09 +00:00
5692e5961e
ENH Add Array API compatibility tests for `*SearchCV` classes ( #27096 )
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Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Omar Salman <omar.salman@arbisoft.com>
2024-06-07 10:38:28 +00:00
4ee1e14652
DOC add mean_squared_error entry in array_api.rst ( #29208 )
2024-06-07 12:07:18 +02:00
e4362e5f65
add array API support for d2_tweedie_score ( #29207 )
2024-06-07 14:49:38 +05:00
9a19995522
DOC Added references to the Matthews correlation coefficient function in the user guide ( #19958 )
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Co-authored-by: adrinjalali <adrin.jalali@gmail.com>
2024-06-06 10:10:36 +02:00
e5ed8519c4
ENH add the parameter prefit in the FixedThresholdClassifier ( #29067 )
2024-05-30 17:07:33 +05:00
1ccabef508
DOC fix a rendering typo in the Array API doc ( #29066 )
2024-05-21 14:55:55 +00:00
34db65a3ad
DOC use pydata-sphinx-theme for the website ( #29038 )
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Co-authored-by: Yao Xiao <108576690+Charlie-XIAO@users.noreply.github.com>
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: Guillaume Lemaitre <guillaume@probabl.ai>
2024-05-20 19:36:54 +02:00
d88b41324f
DOC Fix time complexity of MLP ( #28592 )
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Co-authored-by: Johann <jpienaar85@gmail.com>
2024-05-18 14:46:56 +02:00
b461547fc2
ENH Add Array API compatibility to `cosine_similarity` ( #29014 )
2024-05-17 15:37:59 +05:00
9f44f1ff30
ENH Add Array API compatibility to `mean_absolute_error` ( #27736 )
2024-05-15 15:26:15 +05:00
3ca9fc1ad4
DOC Add warm start section for tree ensembles ( #29001 )
2024-05-14 14:30:17 +02:00
45ca0a764b
DOC Add links to digit denoising examples in docs and the user guide ( #28929 )
2024-05-13 12:01:45 +02:00
c3d4c5165e
DOC Update warm start example in ensemble user guide ( #28998 )
2024-05-13 10:49:23 +02:00
61281cf61c
FEA metadata routing for `StackingClassifier` and `StackingRegressor` ( #28701 )
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Co-authored-by: Adrin Jalali <adrin.jalali@gmail.com>
Co-authored-by: Omar Salman <omar.salman@arbisoft.com>
2024-05-13 10:38:29 +02:00
e12f192c58
ENH Use Array API in mean_tweedie_deviance ( #28106 )
2024-05-08 11:21:27 +05:00
febf190504
DOC add links to examples/linear_model/plot_elastic_net_precomputed_gram_matrix_with_weighted_samples.py ( #28895 )
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Co-authored-by: bivav <bivavraj@gmail.com>
2024-05-06 16:57:39 +02:00
a5203e808b
DOC update r2_score default in regression metrics tutorial ( #28958 )
2024-05-06 09:45:48 +00:00
ff3ad5964e
DOC move d2_log_loss_score in the classification metrics section ( #28938 )
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Co-authored-by: Omar Salman <omar.salman@arbisoft>
2024-05-06 11:27:10 +02:00
1e49c34c7e
FEA add TunedThresholdClassifier meta-estimator to post-tune the cut-off threshold ( #26120 )
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Co-authored-by: Jérémie du Boisberranger <34657725+jeremiedbb@users.noreply.github.com>
Co-authored-by: Christian Lorentzen <lorentzen.ch@gmail.com>
Co-authored-by: Arturo Amor <86408019+ArturoAmorQ@users.noreply.github.com>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Omar Salman <omar.salman@arbisoft>
Co-authored-by: Adrin Jalali <adrin.jalali@gmail.com>
Co-authored-by: Omar Salman <omar.salman@arbisoft.com>
Co-authored-by: Soledad Galli <solegalli@protonmail.com>
Co-authored-by: Andreas Mueller <t3kcit@gmail.com>
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: Joel Nothman <joeln@canva.com>
Co-authored-by: Jérémie du Boisberranger <jeremie@probabl.ai>
2024-05-03 16:15:25 +00:00
20c8e69d0f
API deprecate multi_class in LogisticRegression ( #28703 )
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Co-authored-by: Jérémie du Boisberranger <jeremie@probabl.ai>
2024-05-03 14:48:25 +02:00
8d89e8d96a
FEA Add d2_log_loss_score ( #28351 )
2024-05-02 14:08:06 +00:00
db58c6f70e
DOC Add links to AgglomerativeClustering examples in docs and the user guide ( #28885 )
2024-04-25 13:54:27 +02:00
171e124656
FEA: Ridge support for Array API compliant inputs ( #27800 )
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Co-authored-by: Eric Lindgren <ericlin@chalmers.se>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Tim Head <betatim@gmail.com>
Co-authored-by: Loïc Estève <loic.esteve@ymail.com>
Co-authored-by: Oleksii Kachaiev <kachayev@gmail.com>
Co-authored-by: Julien Jerphanion <git@jjerphan.xyz>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2024-04-25 11:52:04 +02:00
f0e1605c9f
DOC Adds Links to plot_svm_scale_c.py Example ( #28830 )
2024-04-15 09:03:09 +02:00
556e0cf153
MAINT Clean up deprecations for 1.5: in inspection._partial_dependence ( #28808 )
2024-04-12 10:18:27 +02:00
8600fb4cec
MAINT Clean up deprecations for 1.5: in LinearSV* ( #28816 )
2024-04-12 09:49:27 +02:00
311c6e2bef
ENH new svd_solver='covariance_eigh' for PCA ( #27491 )
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Co-authored-by: Christian Lorentzen <lorentzen.ch@gmail.com>
Co-authored-by: Tim Head <betatim@gmail.com>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2024-04-11 16:02:00 +02:00
819b2860fa
DOC Separate predefined scorer names from the ones requiring make_scorer ( #28750 )
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Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Guillaume Lemaitre <guillaume@probabl.ai>
Co-authored-by: Tim Head <betatim@gmail.com>
Co-authored-by: Arturo Amor <86408019+ArturoAmorQ@users.noreply.github.com>
2024-04-11 08:17:09 +00:00
016670ea60
DOC Improve description of l2_regularization for hgbt models ( #28652 )
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Co-authored-by: ArturoAmorQ <arturo.amor-quiroz@polytechnique.edu>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Christian Lorentzen <lorentzen.ch@gmail.com>
2024-04-08 20:01:32 +02:00
170d1b5996
DOC Fix typo in svm.rst ( #28783 )
2024-04-08 09:09:12 +02:00
941acc419b
DOC Add link to KernelRidge example in user guide ( #28754 )
2024-04-05 15:44:18 +02:00
4ebd7ff9da
DOC adapt logistic regression objective in user guide ( #28706 )
2024-04-05 13:42:02 +00:00
486cf95df1
DOC Added link to plot_hdbscan.py ( #28693 )
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Co-authored-by: Jérémie du Boisberranger <jeremie@probabl.ai>
2024-03-26 10:31:19 +01:00
d301cb05fe
DOC linked isotonic regression example to isotonic regression doc ( #28673 )
2024-03-25 11:39:26 +01:00
9b7d176b5a
DOC add list of regressors that support multioutput regression natively ( #28503 )
2024-03-21 11:37:20 +00:00
5efc66740c
MAINT: convert `numpy.array_api` to array-api-strict ( #28555 )
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Co-authored-by: adrinjalali <adrin.jalali@gmail.com>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Tim Head <betatim@gmail.com>
2024-03-18 17:27:09 +00:00
612d93da5e
ENH Use Array API in `r2_score` ( #27904 )
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Signed-off-by: Julien Jerphanion <git@jjerphan.xyz>
Co-authored-by: Eric Lindgren <ericlin@chalmers.se>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Tim Head <betatim@gmail.com>
Co-authored-by: Loïc Estève <loic.esteve@ymail.com>
Co-authored-by: Oleksii Kachaiev <kachayev@gmail.com>
Co-authored-by: Julien Jerphanion <git@jjerphan.xyz>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2024-03-11 16:00:46 +00:00
96305eed18
DOC Add dropdowns to Module 2.3 Clustering ( #26619 )
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Co-authored-by: ArturoAmorQ <arturo.amor-quiroz@polytechnique.edu>
Co-authored-by: Gael Varoquaux <gael.varoquaux@normalesup.org>
2024-02-27 21:23:57 +08:00
e2f9530f0f
ENH Add metadata routing for `RANSACRegressor` ( #28261 )
2024-02-26 13:30:08 +00:00
fe718a8e19
DOC more precise calibration wording ( #28171 )
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Co-authored-by: Arturo Amor <86408019+ArturoAmorQ@users.noreply.github.com>
Co-authored-by: Christian Lorentzen <lorentzen.ch@gmail.com>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
2024-02-23 15:13:59 +00:00
a0a9b48f2f
DOC Fix user guide math typo in OMP section ( #28510 )
2024-02-23 09:16:31 +01:00
c826fecdf8
DOC Add example showcasing HGBT regression ( #26991 )
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Co-authored-by: ArturoAmorQ <arturo.amor-quiroz@polytechnique.edu>
Co-authored-by: Christian Lorentzen <lorentzen.ch@gmail.com>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2024-02-22 18:53:27 +01:00
88e1b82f4a
DOC add links to neural network examples ( #26935 )
2024-02-22 09:02:55 +01:00
5fe3417c9c
DOC Add dropdowns in Module 3.3 ( #28355 )
2024-02-20 11:37:37 +01:00
Stefanie Senger